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AI-Powered Research Assistant for Qualitative Field Data

About Us
We're a qualitative research consultancy working across international development, public health, and social research. Our projects involve field-based data collection — focus groups, interviews, and group discussions — often in challenging audio environments and across multiple languages.

What We Need
We're looking for an AI/ML engineer or automation specialist to help us build a smarter way to process and analyse qualitative research data.
Right now, our workflow is largely manual: field recordings get transcribed, translated, and then a researcher reads through everything to pull out themes, codes, and quotes. It works, but it's slow and doesn't scale well.
We want to explore building an AI-assisted pipeline that can:
Transcribe field recordings accurately — our audio is messy (background noise, overlapping speakers, group settings)
Handle multiple languages and dialects — sessions often involve live interpretation or code-switching between languages
Identify and label speakers — we need to know who said what, at minimum at a speaker-turn level, for traceability and consent purposes
Support natural-language querying — we want to ask questions about our data ("What did participants say about X?") and get sourced answers
Run thematic analysis — both with predefined codebooks and with emergent/inductive themes
Produce flexible outputs — learning briefs, coded data exports, quote libraries, summary reports depending on the project

Key Challenges
Audio quality is often poor — recorded in the field, not a studio
Languages vary by project and sometimes include niche or regional dialects
We need quote-level traceability back to audio timestamps for informed consent and retraction
Different projects have different output requirements and quality tolerances
We're not looking for a one-size-fits-all tool — we need something configurable per project

Ideal Candidate
Experience with speech-to-text / ASR systems (Whisper, Deepgram, or similar)
Familiarity with speaker diarisation techniques
Experience building LLM-powered analysis tools or multi-agent systems
Comfortable working with multilingual data and translation pipelines
Able to build lightweight UIs for human review workflows
Pragmatic approach — we want something that works, not over-engineered

Scope
We'd like to start with a proof of concept on a real dataset before committing to a full build. The PoC would focus on transcription accuracy, speaker diarisation, and a basic query interface over the processed data.
From there, we'd expand into the full thematic analysis engine and output templates.

To Apply
Please share:

Any examples of similar pipelines or tools you've built
Your suggested approach and rough estimate for a PoC phase
Availability and preferred working arrangement

I need a rigorously researched database of Indian retailers and wholesalers whose core inventory is sarees. The goal is a set of detailed business profiles—far more than just phone numbers and emails. For every company you capture, I want the business name, decision-maker (when the name is publicly available), direct phone, email, website, full store address with city and state, active social-media links, past exhibition participation, and any extra intelligence that helps me understand their scale or buying behaviour.

My first stop for data should be trade fairs and exhibitions because that is where the serious buyers showcase themselves. Sources such as TexIndia, Surat International Textile Expo, Mysore Saree Utsav, and similar events’ catalogues are therefore mission-critical. Complement this with Google Maps, LinkedIn, reputable B2B directories, company websites and any other legitimate public domain resource that strengthens accuracy.

Before you dive in, briefly walk me through the research methodology you intend to follow: where you will look first, how you will verify contacts, and how you will keep duplicates out. Once we agree, start with a small pilot of 20 rows so I can check quality. The full database must be delivered in a clean, well-labeled Excel workbook.

Acceptance criteria:
• Every record has all mandatory fields populated or clearly marked “N/A”.
• Phone numbers are tested or cross-verified.
• No generic emails such as info@ unless that is the only publicly available address.
• All entries are India-based and focused on sarees, not general apparel stocks.
• Less than 5 % duplication when cross-checked against my in-house list.

Let me know your turnaround time and any clarifications you need so we can get started quickly.

Skills: Data Entry, Research, Leads, Web Search, Data Analysis, Lead Generation, Database Management, Data Collection

1- Task is to visit an institute physically and take atleast 10-15 geotagged photos of the name board of the institutes captured from outside the building and preferably inside too. Download app for geotagged pics from the link: www.gpsmapcamera.com

2- Get the verification forms filled, signed and stamped by the HR or relevant authority of these locations.

3- Get the details of verifier that is their name, designation, Department and Contact.

4- In case of refusal to fill form, take the written refusal statement with stamp or sign as a proof. If they don't give written, ask them that you want to record them saying their reason and take their details like name designation contact etc. If both isn't possible, just take their details like name of person whom you met, their designation, contact, or their visiting card.

5- If locations is not found on given address, then take 7 to 8 geotagged photos of exact address with right left name boards and make a small few seconds video of address. Also get the details of any nearby business (name of person, business name and contact who can tell you whether the institution existed or not)

6- Please ensure that the name on the document matches the name on the signboard of the authority you visit. If there is a different name, ask them for the reason for the discrepancy. ask them to write one line explanation on the form or provide BRC.

7- Check the forms before leaving the site, ensure that the start date, end date, and designation are the same on both the form and the certificate.

8- Check all the fields are properly filled on the form.

9- Keep in touch with me during the visit.

Skills: PHP, Photography, Mobile App Development, Android, WordPress, Report Writing, Documentation, Data Collection

Malay Native Speakers Required – Short Audio Recording Project

We are currently expanding our contributor base for a voice data collection project and need native Malay speakers to participate.

Participants will be asked to record 445 brief sentences using our official mobile application. The sentences are simple and designed for natural pronunciation.

Native Malaysian speaker from Malay
Access to an Android or iOS smartphone
Ability to record in a quiet setting
Clear and understandable speech

Total items to record: 445 sentences
Content type: Short and straightforward
Platform: Recording app provided
Estimated completion time: Around 30–45 minutes

8 USD for completing all 445 sentences.

If you are interested in this project, please feel free to contact me.

A Good Opportunity For New Freelancers For taking 5 Star Review after their completion of the project.

Thank u !

Skills: Translation, Audio Services, Project Management, Voice Talent, Malay Translator, Hindi Translator, Voice Artist, Voice Assistance Devices, Voice Over, Voice Acting

I need a full, 100-page research “blackbook” in Microsoft Word on the topic “Public Perception of Mental Health Awareness Campaigns and Their Influence on Youth Attitudes.” The final document must be completely plagiarism-free and robust enough for academic scrutiny.
ARRANGEMENT OF CONTENTS:
The sequence in which the project report material should be arranged and bound as follows:
1. Cover Page
2. Inner Title Page (Same as cover page)
3. Certificate
4. Plagiarism Certificate
5. Acknowledgement
6. Abstract
7. Table of Contents
8. List of Tables
9. List of Figures
10. Abbreviations ( If any)
11. Chapters (1 to 5)
12. References
13. Appendices( If any)
14. Publication ( If any)
The tables and figures shall be introduced in the appropriate places.
TYPING INSTRUCTIONS:
1. 2. 3. 4. The project must be submitted in Two Copies (one for University and 2nd for Student
Copy) Format provided below. Students should also submit the soft copy on CD in pdf
format in the library.
The length of the report may be about 70 to 100 pages.
The project report shall be computer typed (English- British, Font -Times Roman, Size-
12 point) and printed on A4 size paper .
The project report shall be hard bound with cover page in Black color. The name of the
students, degree, month and year of submission, name of the university including College
name shall be printed in Golden letters on the cover page [Refer sample sheet (outer cover
Page1
page)]
5. The project report shall be typed with 1.5 line spacing with a margin 3.5 cm on the left,
2.5 cm on the top, and 1.25 cm on the right and at bottom. Every page in the project report
must be numbered. The page numbering, starting from acknowledgements and till the
beginning of the introductory chapter, should be printed in small Roman numbers, i.e, i,
ii, iii, iv...... The page number of the first page of each chapter should not be printed (but
must be accounted for). All page numbers from the second page of each chapter should
be printed using Arabic numerals, i.e. 2,3,4,5... All printed page numbers should be
located at the bottom centre of the page.
6. In the project report, the title page [Refer sample sheet (inner title pager)] should be given
first then the Certificate by the candidate and the supervisor(s) in sequence, followed by
an abstract of the report (not exceeding one page) and so on.
7. The table of contents should list all headings and sub headings. The title page and
certificate will not find a place among the items listed in the Table of Contents. One and
a half spacing should be adopted for typing the matter under this head.
8. The list of tables should use exactly the same captions as they appear above the tables in
the text. One and a half spacing should be adopted for typing the matter under this head.
9. The list of figures should use exactly the same captions as they appear below the figures
in the text. One and a half spacing should be adopted for typing the matter under this head.
10. The list of symbols, abbreviation & nomenclature should be typed with one and a half line
spacing. Standard symbols, abbreviation etc should be used.
11. Project report consists of following chapters.
a. Chapter 1- Introduction
b. Chapter 2- Literature Review
c. Chapter 3- Present Work (Research Methodology)
d. Chapter 4- Data Analysis & Interpretation (Result & Discussion)
e. Chapter 5- Conclusion & Future Scope

Skills: Python, Research, Scientific Research, Research Writing, Content Writing, Statistical Analysis, SPSS Statistics, Academic Writing, Data Collection, Microsoft Word

I need a sharp, Excel-savvy researcher to turn scattered developer brochures and website data into one clean, filter-ready spreadsheet. Your task is to compile every pre-selling or RFO project you can find from the major developers that operate in my target markets—primarily Metro Manila (with emphasis on Quezon City, Manila, Pasig and Valenzuela) plus key growth hubs in North Luzon.

For each project, capture the essentials I use when pitching to buyers:
• Developer name and exact project name
• Precise location/address
• Project type (condo, house-and-lot, lot only)
• Highlight amenities offered
• Complete payment terms and a sample computation straight from the developer’s price sheet
• Contract price range and reservation fee

Please source only publicly available, verifiable information—official websites, accredited broker materials, or current price lists. Organise everything in a single .xlsx file: one master sheet with a row per project, clearly labelled columns, plus a separate tab if needed for long sample computations.

I will review the file against my own spot-checks; all mandatory fields must be filled and formulas must auto-recalculate when I change the down-payment percentage. If you enjoy digging for accurate real-estate data and presenting it neatly, this assignment should be straightforward.

Note: We already have a contact person per developer and we will introduce them to you. You may get their updated project details from them. We usually communicate with them thru viber/email. Or the details are already in the Developers' (ie. SMDC, Rockwell, DMCI, Sta. Lucia Marketing, Moldex Realty, Federal Land, Ayala Land, Alveo) official website. You may also get the info from their website. We will only need 3-4 projects per developer. That will be only 32 columns at the maximum.

Skills: Data Processing, Data Entry, Excel, Web Scraping, Web Search, Data Analysis, Data Collection, Data Management

1- Task is to visit an institute physically and take atleast 10-15 geotagged photos of the name board of the institutes captured from outside the building and preferably inside too. Download app for geotagged pics from the link: www.gpsmapcamera.com

2- Get the verification forms filled, signed and stamped by the HR or relevant authority of these locations.

3- Get the details of verifier that is their name, designation, Department and Contact.

4- In case of refusal to fill form, take the written refusal statement with stamp or sign as a proof. If they don't give written, ask them that you want to record them saying their reason and take their details like name designation contact etc. If both isn't possible, just take their details like name of person whom you met, their designation, contact, or their visiting card.

5- If locations is not found on given address, then take 7 to 8 geotagged photos of exact address with right left name boards and make a small few seconds video of address. Also get the details of any nearby business (name of person, business name and contact who can tell you whether the institution existed or not)

6- Please ensure that the name on the document matches the name on the signboard of the authority you visit. If there is a different name, ask them for the reason for the discrepancy. ask them to write one line explanation on the form or provide BRC.

7- Check the forms before leaving the site, ensure that the start date, end date, and designation are the same on both the form and the certificate.

8- Check all the fields are properly filled on the form.

9- Keep in touch with me during the visit.

Skills: Photography, Project Management, Report Writing, Geolocation, Customer Service, Documentation, Field Sales, Data Collection

I’m launching a focused pollution-control study on local waterways and need a researcher who can turn scattered information into a clear, evidence-based picture of what is really happening beneath the surface. The core of the job is data: finding it, validating it, analysing it and turning it into insights decision-makers can act on.

You will help me locate and compile raw water-quality figures—field samples, public monitoring stations, satellite or drone readings, academic papers, anything reputable—then clean and merge those datasets in a way that lets us spot patterns of contamination over time. Solid skills in Excel, Python or R for data wrangling, plus basic GIS mapping to visualise hotspots, will be essential.

Once the numbers are in shape, I’ll rely on you to build concise visuals (charts, maps, dashboards) and a short technical summary that flags the most critical pollution sources, trends and data gaps. Keep the write-up jargon-free yet credible; it should be readable by environmental officers and community leaders alike.

Deliverables
• Compiled raw dataset (CSV or similar) with clear source notes
• Documented cleaning/merging scripts or workflow
• 3–5 key visualisations (static or interactive) highlighting pollution hotspots and trends
• A 6–8 page report summarising methodology, findings, limitations and next-step recommendations

Acceptance criteria
Data sources must be publicly traceable or accompanied by field notes; code must run end-to-end on a fresh machine; visuals must tie directly to figures cited in the report.

If this aligns with your expertise in environmental data collection and analysis, let’s discuss timelines and milestones.

Skills: Python, Data Processing, Excel, Data Mining, Statistical Analysis, Data Science, Data Visualization, Data Analysis, Data Collection

I need roughly 500 contact records sourced from the public web. For every entry, please capture the person’s full name, a working email address, a current phone number, and their physical mailing address. Google will be your primary discovery tool, but feel free to verify details through any official site or reputable directory that appears in the results.

Accuracy is essential—no placeholders, no obvious duplicates, and emails must pass a basic validity check.

Deliverable
- One Excel or CSV file containing about 500 fully completed rows with the following columns: Name, Email, Phone, Address, and the URL you used as proof of source.

This is a fixed-price micro task (AUD 30). I’ll release full payment once the sheet passes a quick spot-check for completeness and correctness.

Skills: Data Processing, Data Entry, Excel, Web Scraping, Web Search, Data Cleansing, Data Analysis, Database Management, Data Collection, Data Management

I’m preparing to launch a line of physical products online and want solid data to guide each step. Specifically, I need a combined customer and market analysis that tells me who is most likely to buy, how big the demand really is, which segments offer the highest growth potential, and what positioning will make the products stand out.

Because I don’t yet have any usable customer data, the first task is to source it—whether through publicly available datasets, targeted surveys, social-listening tools, or other methods you prefer. From there, I’ll need you to interpret the findings, spot patterns, and translate them into clear, actionable recommendations I can use for pricing, messaging, and channel selection.

Deliverables
• A concise research plan showing where and how you’ll gather relevant data
• Clean, well-organized raw data files (spreadsheets or CSV) with proper labeling
• A visual and written report that covers market size, trends, customer personas, buying triggers, and potential risks
• Practical next-step suggestions I can apply immediately to my online store setup

Please outline the research tools or techniques you intend to use (for example: Google Trends, Statista, surveys via Typeform, web scraping with Python, etc.) and an estimated timeline for each milestone when you respond.

Skills: Research, Marketing, Business Analysis, Market Research, Data Visualization, Data Analysis, Market Analysis, Data Collection

We are looking for an experienced and reliable lead generation specialist with a strong understanding of the cryptocurrency and blockchain space.

Your primary responsibility will be sourcing high-quality, targeted crypto leads based on defined criteria. This may include (but is not limited to):
• Identifying potential investors, traders, or crypto-interested users
• Sourcing business leads within the blockchain / Web3 ecosystem
• Collecting accurate contact details and relevant data
• Ensuring leads are verified and up-to-date

Requirements:
• Proven experience in lead generation (preferably in crypto / blockchain niche)
• Strong research skills and attention to detail
• Ability to deliver accurate, high-quality data
• Familiarity with crypto communities, platforms, and tools
• Good communication and reliability

Skills: Research, Leads, Web Search, Data Mining, Email Marketing, Blockchain, Lead Generation, Data Collection, Data Management, Cryptocurrency

We are seeking a skilled Field Surveyor to assist in various surveying projects. The ideal candidate will have experience in land surveying, data collection, and the use of surveying equipment. You will be responsible for conducting surveys, analyzing data, and preparing reports. Strong attention to detail and ability to work independently is essential. Join our team and contribute to exciting projects while utilizing your surveying expertise.

Description

Looking for developer to build a data collection service using IBKR API.

Scope:

Fetch live price data

Store OHLC (1-min or 5-min)

Historical data fetching

Database storage

Missing data recovery

No trading logic required.

Required Skills

Python

Database handling (SQLite/Postgres)

API data streaming or polling

Deliverable:
Standalone data module accessible via function calls.

Timeline: 3–5 days

As part of our digital onboarding, we require a dedicated Contract Acceptance Form for our moving clients. This form must be legally robust, user-friendly, and provide a clear audit trail. Please implement the following requirements:

1. Header & Data Integration
Quote Sync: The form must dynamically pull and display the Quote Number, Move Date, Total Price, and Service Address. These fields should be read-only for the client.

Service Summary: Include a summary section showing the primary services agreed upon (e.g., Number of movers, Packing services, Storage).

2. Mandatory Selection Fields (Anti-Dispute)
Valuation/Insurance: Provide a mandatory "Radio Button" selection. The user must actively choose between Basic Liability and Full Value Protection. Do not pre-select an option.

Terms Acknowledgment: Implement a "Scroll-to-Accept" window for our Terms & Conditions. The "Sign" button should remain inactive until the user has scrolled to the bottom.

3. Verification & Signature
Signature Pad: Include a touch/mouse-sensitive signature field for a handwritten digital signature.

Signatory Details: Fields for "Full Name" (printed)

Audit Logging: The system must capture and store the IP address, Timestamp (Date/Time), and Browser Metadata for every submission.

4. Post-Submission Workflow
Instant PDF Generation: Upon submission, the system must generate a non-editable PDF containing the full signed contract and the audit log.

Email Automation: A copy of this PDF must be automatically emailed to the client and our operations team immediately.

5. Technical Requirements
Mobile-First Design: The form must be fully responsive, as most clients will sign via smartphone.

Security: Ensure the form is served over HTTPS and that any stored signature data is encrypted.

Please confirm receipt of these specifications. I would like to see a wireframe or a test environment link by [Insert Date] for review before we go live.

The logos and some revisons are needed in text.

Best regards,

I need a reliable partner on the ground in Annaba to run two essential pre-employment checks for a candidate I am about to hire.

1. Background check – focus exclusively on confirming the person’s employment history. I will supply the candidate’s CV and written consent; you confirm tenure, job title, and any noted achievements or reasons for departure directly with past employers, then compile a concise report with contact logs or signed confirmations.

2. Reference check – speak with the professional referees I provide (or alternatives the candidate lists) and capture qualitative feedback on performance, reliability, and workplace conduct. Summarise each conversation, noting date, time, and identity of the referee.

Your final deliverable is a single PDF (or Word) file containing:
• Verified employment history with supporting evidence
• Reference check summaries
• Any red flags or discrepancies highlighted clearly

Accuracy and discretion are crucial; all findings must be fully sourced so they can stand up to internal audit. French or Arabic fluency is helpful, but the report itself must be in clear English. Turnaround within one week of receiving the candidate details is preferred.

Skills: Photography, Project Management, Research, Report Writing, Research Writing, Documentation, Local Job, Interviewing, Data Collection

1- Task is to visit an institute physically and take atleast 10-15 geotagged photos of the name board of the institutes captured from outside the building and preferably inside too. Download app for geotagged pics from the link: www.gpsmapcamera.com

2- Get the verification forms filled, signed and stamped by the HR or relevant authority of these locations.

3- Get the details of verifier that is their name, designation, Department and Contact.

4- In case of refusal to fill form, take the written refusal statement with stamp or sign as a proof. If they don't give written, ask them that you want to record them saying their reason and take their details like name designation contact etc. If both isn't possible, just take their details like name of person whom you met, their designation, contact, or their visiting card.

5- If locations is not found on given address, then take 7 to 8 geotagged photos of exact address with right left name boards and make a small few seconds video of address. Also get the details of any nearby business (name of person, business name and contact who can tell you whether the institution existed or not)

6- Please ensure that the name on the document matches the name on the signboard of the authority you visit. If there is a different name, ask them for the reason for the discrepancy. ask them to write one line explanation on the form or provide BRC.

7- Check the forms before leaving the site, ensure that the start date, end date, and designation are the same on both the form and the certificate.

8- Check all the fields are properly filled on the form.

9- Keep in touch with me during the visit.

Skills: Photography, Project Management, Data Entry, Report Writing, Photo Editing, Geolocation, Customer Service, Video Production, Documentation, Data Collection

1- Task is to visit an institute Asthetic body center physically and take atleast 10-15 geotagged photos of the name board of the institutes captured from outside the building and preferably inside too. Download app for geotagged pics from the link: www.gpsmapcamera.com

2- Get the verification forms filled, signed and stamped by the HR or relevant authority of these locations.

3- Get the details of verifier that is their name, designation, Department and Contact.

4- In case of refusal to fill form, take the written refusal statement with stamp or sign as a proof. If they don't give written, ask them that you want to record them saying their reason and take their details like name designation contact etc. If both isn't possible, just take their details like name of person whom you met, their designation, contact, or their visiting card.

5- If locations is not found on given address, then take 7 to 8 geotagged photos of exact address with right left name boards and make a small few seconds video of address. Also get the details of any nearby business (name of person, business name and contact who can tell you whether the institution existed or not)

6- Please ensure that the name on the document matches the name on the signboard of the authority you visit. If there is a different name, ask them for the reason for the discrepancy. ask them to write one line explanation on the form or provide BRC.

7- Check the forms before leaving the site, ensure that the start date, end date, and designation are the same on both the form and the certificate.

8- Check all the fields are properly filled on the form.

9- Keep in touch with me during the visit.

Skills: Photography, Data Entry, Report Writing, Data Collection

I have several pages of plain text records that must be typed by hand into a digital format. The source material will arrive as clear scans; you can enter the content into an Excel spreadsheet, an online database, or any structured table that keeps the original order—use the environment you find quickest. Because the job is strictly manual data entry, I do not want OCR or automated tools; accuracy from careful typing and proofreading is what matters.

Deliverables
• A clean, error-free file containing every line of text from the scans
• Consistent formatting that mirrors the source (paragraph breaks, headings, dates, etc.)
• A brief completion log noting pages processed and any illegible items

Once the file passes a quick spot-check, the task is done. Let me know how soon you can start and your estimated turnaround time.

Skills: Data Processing, Data Entry, Proofreading, Excel, Copy Typing, Typing, Data Collection, Data Management

We are looking for pairs
Project Overview:
Service Required: Audio collection from native/near-native speakers
Volume: TBC
Locales: en-IE, en-WL
Domains: healthcare, call center, and finance meeting scenarios

Technical Specifications:
Deliverable Format: One stereo file per recording, combining two independent audio channels (left-Speaker1, right-Speaker2)
Content Requirements: Conversations must be improvised and natural, using a maximum of a few bullet points to structure the conversation. Use of scripts or LLM assistance is strictly prohibited and will lead to rejection.
Timeline: Completion required around the end of January/beginning of February

We are seeking a skilled freelancer to assist with the design, execution, and analysis of surveys for our research project. The ideal candidate will have experience in developing survey questions, collecting responses, and analyzing data to draw meaningful conclusions. Strong attention to detail and excellent communication skills are essential for this role. If you have a passion for data-driven insights and experience with survey tools, we would love to hear from you!

• Describe your recent experience with similar projects
• Please list any certifications related to this project
• What techniques would you use to clean a data set?
• How do you deal with outliers or missing values in a dataset?
• What tools do you use for data mining and visualization?

We are a Japanese corporation and would like to discuss a potential project with you.
Project Details:
We are looking for someone to identify and compile a list of market research companies that conduct B2B consumer surveys and collect survey responses, including their company names and official website homepage links.
Objective:
Among market research companies that provide services to businesses, we want to find companies that:

Can conduct survey-based research methods
Can collect data from general consumers residing in Uzbekistan

Listing Requirements:

Market research companies that conduct B2B consumer surveys and collect responses
Companies capable of obtaining responses from general consumers in Uzbekistan
Companies NOT already listed in the "Companies Already Found" section of the spreadsheet we will share
We are seeking market research companies that provide services to collect Uzbekistan consumer data through online surveys
Whether the company is publicly traded or privately held does not matter
Company size is not a concern
What matters most is whether they provide services to collect Uzbekistan consumer data using online survey methods

As an example of a company that meets our criteria, here is one we have found:
https://www.bilendi.com/

Deliverable Format:
Please enter the data directly into the spreadsheet we will share with you.
Compensation:
Since we cannot estimate how many companies can be listed, we propose a performance-based payment of $0.64 (100 JPY) per company listed. We are open to discussion on this rate.
Deadline:
February 15
Additional Context:
We have already found major research companies in English-speaking countries and Japan, but we are struggling to find research companies specialized in Uzbekistan that can obtain responses from general Uzbekistan consumers.
We believe that if someone residing locally searches in their native language, they may be able to find information that we cannot access.
We would greatly appreciate your consideration of this project.

Skills: Data Entry, Research, Web Search, Market Research, Data Analysis, Data Collection

The Evaluator role at Good to Great Schools Australia (GGSA) is a key position supporting our mission as a not-for-profit organisation dedicated to partnering with schools and school systems to drive evidence-based school improvement—from Poor to Fair, Fair to Good, and Good to Great. We provide curriculum resources, professional learning, explicit teaching programs (including direct instruction approaches), and tools to enhance teaching effectiveness and student outcomes, particularly in regional, remote, and disadvantaged communities across Australia.

About the Role

We are seeking a skilled and experienced Evaluator to lead and strengthen our evaluation efforts. This role combines strategic program evaluation with practical data handling and product improvement. The Evaluator will work alongside the Reporting and Evaluation Manager to implement the Evaluation Framework and translate data into clear, actionable insights. You will:

Collaborate with management to support the review, alignment, and ongoing enhancement of GGSA's Evaluation Framework (covering Design, Technology, Monitoring, and Evaluation components).

Contribute to the development and implementation of GGSA’s Evaluation Framework by applying structured, data-informed processes that draw on internal to ensure consistent monitoring, analysis, and continuous improvement. Support data extraction, in-depth analysis, interpretation, and the creation of concise reports, insights, and evidence-based recommendations on program effectiveness and impact.

Contribute to formative and summative reporting, co-design evaluation tools, monitoring processes, and reporting frameworks in collaboration with internal teams (e.g., program delivery, marketing, developers) and external stakeholders (e.g., partner schools, funders).
Translate high-level insights from meetings, desktop research, interviews, and stakeholder feedback into actionable requirements for program adjustments, new features, and continuous improvement initiatives.
Adopt analytical, conceptual, and customer-focused thinking to review GGSA products and programs against our established methodology, incorporating marketing/customer perception data where relevant.
Experience with direct instruction pedagogy or explicit teaching programs is highly regarded, as is familiarity with education program review and improvement in evidence-based contexts.

Key Responsibilities

Oversee day-to-day evaluation activities, including data collection from SPT, professional learning courses, school feedback, and implementation monitoring.
Support management to meet timelines for framework reviews, updates, and reporting deliverables (formative/summative).
Produce high-quality, up-to-date evaluation documentation, impact statements, and reports that meet stakeholder needs and organisational standards.
Provide leadership insights from evaluation findings to inform strategic decisions, program adjustments, and evidence-based impact demonstration.
Review and recommend enhancements to data systems and tools for better capture, quality, and usability.
Design evaluation approaches, key questions, indicators, and metrics; conduct quantitative/qualitative analysis of program impact (e.g., on teacher capability, student progress).

Requirements

Proven experience in program evaluation, product/program review, or related roles in education, research, or product development environments.
Strong analytical skills with demonstrated ability to work with large datasets, interpret quantitative/qualitative data, and produce actionable insights and reports.
Excellent written and verbal communication skills in English, with experience translating complex discussions, executive visions, and stakeholder inputs into clear, detailed, high-standard documentation, requirements, and reports.
Ability to collaborate effectively across teams (e.g., program, technology, marketing, school support) and with external partners.
Independent work ethic, strong time management, and attention to detail—particularly with numbers, data, and framework alignment.
MUST be available to work in AEST timezone, with at least 3 hours per day (flexibility for additional hours as needed to meet organisational goals).
Possession of (or willingness to obtain prior to commencement) a Blue Card and a successfully completed Police Check.



Desirable

Experience in education program evaluation using evidence-based or direct instruction methodologies.
Understanding of the Australian education landscape, including political/legal frameworks, and/or knowledge of Cape York Peninsula, Indigenous communities, or remote/regional schooling contexts.



Key Attributes

Alignment with GGSA’s values: evidence-based improvement, collaboration, respect, and commitment to diversity and inclusion.
Strong problem-solving, leadership, and relationship-building capabilities.
Flexible, proactive approach in a small, growing organisation.



This is an opportunity to contribute meaningfully to improving education outcomes through rigorous, practical evaluation and evidence-informed enhancements to our products and programs.

• Can you describe your experience conducting program evaluation or product/program review in an education, non-profit, or similar setting? Please include examples of the types of programs you evaluated and the scale of data involved.
• Please provide a specific example of a time you translated complex data (from surveys, feedback, monitoring tools, or similar sources) into clear recommendations for program improvement.
• Do you have any direct experience with direct instruction pedagogy, explicit teaching programs, or evidence-based education methodologies?

We need a Social Media Links Research Specialist to find and collect social media profiles of targeted companies/people. You will research online, gather links (Instagram, Facebook, LinkedIn, YouTube, etc.), and organize them in Excel/Google Sheets.
What You Will Do
Search targeted companies or individuals online
Find their social media profiles (Instagram, Facebook, LinkedIn, YouTube, TikTok)
Collect and record the correct profile links
Verify that links are accurate and active
Organize data in a clean spreadsheet
Required Skills:
Experience with data entry in Excel/Google Sheets
Ability to verify and confirm social media profiles

Skills: Data Entry, Research, Excel, Web Search, Social Media Marketing, Social Media Management, Google Sheets, Data Collection

Confirmis (www.confirmis.com) is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis's business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developing economies.

Currently, we are looking for a local's support in Thailand to help us inquire about business registry document retrieval via online portal

JOB DESCRIPTION:
• Log in the portal
• Inquire for information about the registry document retrieval in local language

REQUIREMENTS:
• Must be a local of Thailand
• Must be available today/tomorrow at the latest

Note:
- The milestone will be released the following week (Monday) after the task is completed to give us time to contact you if we need additional clarification.

Skills: Translation, Research, Phone Support, Market Research, Customer Service, Email Handling, Local Job, Administrative Support, Business Consulting, Data Collection

I need a CSV file that I can drop straight into the Wix Reviews app without a single validation error. All of the source material—customer comments, star ratings, dates, and product identifiers.

someone who is experienced
as I am getting a date error

Pays $20 AUD

Skills: Data Processing, Data Entry, Excel, Wix, Data Cleansing, Data Analysis, Data Integration, Database Management, Data Collection, Data Management

We’re looking for freelancers in different US states who have existing long-term memberships—or know someone who does—with gyms, museums, grocery stores, or libraries. This project will require submitting photos of physical or digital membership cards as project assets.

The images must clearly show barcodes or QR codes and the merchant’s name, and should be submitted in PNG, JPEG, or HEIC format. Any personally identifiable information must be removed or fully obscured. The pay rate is set to $1.50 to $2 per accepted asset.

Here are some FAQs for this project:

1. Should PII (ie names, signature, address, headshot photo, etc) be redacted? If yes, what is the required format?
- Yes, this should be redacted or otherwise hidden. No PII may be visible on delivered assets – participants may cover PII or supplier may redact after collection. Barcode and merchant name should be visible.
- Have participant cover the PII - needs to be obfuscated, no annotation or redaction format required

2. Some stores (ie Costco) use credit cards that double as their membership ID, is this acceptable?
- This is acceptable if their card number and any PII is removed.

3. Are day passes / tickets with barcodes permitted or do assets need to be long-term memberships?
- Day passes (eg. day museum entrance) are not permitted, only long-term membership

4. Is there a required amount of photos vs screenshots for each category or pass type?
- 50/50 split if both a physical and screenshot are available for a given store, organization, etc.

5. For physical cards, does both the front and back of the card need to be captured or is it only the side with the barcode? Does front + back count as one asset or two?
- If merchant name is visible on the same side as the barcode then only one side, if there is no merchant name on the the side of the barcode, two pictures will need to be collected to capture both the merchant name and barcode and count as 1 asset.

6. Is normal wear and tear on cards acceptable?
- If it’s usable (barcode still in tact, merchant name is legible with human eye)

7. Is login permitted to access membership cards? Since most membership or discount cards are only viewable after logging in, prohibiting login may pose significant challenges to data collection
- Yes, permitted.

8. Minimum resolution required for photos or screenshots?
- 1MB - image must be visible and clearly readable by the human eye

9. Annotation required? If yes, what format?
- No annotation required

10. Are only current cards permitted or are expired cards acceptable?
- Current cards only, no expired cards allowed

11. Any specs for lighting conditions or backgrounds for pictures of physical cards?
- should be readable by human eye

I am writing to inquire whether you would be available to provide statistical support for a prospective research project I am currently conducting. The study is complete in terms of data collection and laboratory analysis, and I am now seeking guidance on the most appropriate statistical analyses and interpretation.

Project title:
Reference intervals for FIBTEM measurements using the ROTEM® gamma device in healthy dogs compared to fibrinogen concentration measured by the Clauss assay.

Study objectives:
1. To establish reference intervals for FIBTEM parameters obtained using the ROTEM® gamma device in healthy dogs.
2. To assess the clinical acceptability of these reference intervals compared to fibrinogen concentration measured by the Clauss assay.

Dataset overview:
The dataset includes 40 clinically healthy dogs. All variables are numerical and include:
* FIBTEM parameters (CT, CFT, MCF, α-angle, A5/A10, ML)
* Clauss fibrinogen concentration
* CBC-derived values (e.g., platelet count, hematocrit)
* Patient variables (age, weight, breed)

Data have been collected, entered, and cleaned in Excel.
Planned analyses:
I plan to:
*Establish reference intervals for FIBTEM parameters using descriptive statistics (mean, median, SD, range, and 2.5th–97th percentiles with 90% confidence intervals).
* Assess correlations between Clauss fibrinogen concentration and FIBTEM parameters using Spearman’s correlation.
* Perform Bland–Altman analysis to evaluate agreement and quantify bias between FIBTEM measurements and Clauss fibrinogen.
* Significance set at p < 0.05.

Additional objective (model development):
I am particularly interested in exploring whether it would be feasible to develop a predictive equation to estimate fibrinogen concentration from FIBTEM parameters, potentially incorporating relevant covariates such as platelet count, hematocrit, age, or body weight.

Request for statistical support:
I would like to ask if you would be willing to perform these statistical analyses and provide guidance on the interpretation and presentation of the results, including the development and validation of a predictive equation if appropriate. I would be happy to discuss the scope of the analyses, timelines, and any preferred formats for data transfer.

I can provide the full dataset, study protocol, and ethics approval documentation at your convenience and would greatly appreciate the opportunity to work with you on this project.

Thank you very much for your time and consideration.

Kind regards,
Tanarut

Skills: Statistics, Statistical Analysis, Data Science, Data Analysis, Statistical Modeling

Generate emails for lead generation

Geo Filters:

-New Bedford, MA
-Fairhaven, MA
-Fall River, MA
-Dartmouth, MA

Radius Filter:

-15–20 mile max

Job Titles:

-Founder
-Co-Founder
-Owner
-Business Owner
-President
-CEO (small companies only)
-Managing Partner
-Principal
-Creative Director (local agencies)
-Operator
-Broker / Owner / Agent

Job Industries:

-Construction / Trades
-HVAC / Plumbing / Electrical
-Restaurants / Hospitality
-Fisheries / Maritime
-Manufacturing
-Local Retail
-Marketing Agencies
-Fitness Studio Owners
-Beauty Salon Owners
-Insurance Agency Owners
-Law Firm Owners
-Accounting Firm Owners
-Real Estate Brokerage Owners
-Auto Repair / Auto Sales
-Medical Practice Owners
-Contractors
-Architects
-Builders

Email Type:

- Firstname @ company name
- owner @ company name
- company name @ gmail or yahoo, etc.

Platform filters:

-LinkedIn active
-Facebook business page active
-Website present
-Google Business Profile verified

Company Size:

3–50 employees sweet spot
Solo owners only if 5+ years in business
- minimum 3 years in business (ideal is 5-20 years in business)

Ideal Lead Profile:

42-year-old business owner
Has 6 employees
Opened shop in 2013
Has kids in local schools
Coaches Little League
Attends church quietly
Doesn’t post hustle quotes
Built something steady

We are seeking a skilled freelancer to help us gather names and email addresses of potential prospects for our marketing campaigns. The ideal candidate will have experience in web scraping and data collection, ensuring accuracy and completeness of the lists created. You will be responsible for identifying relevant websites and extracting the required information efficiently. If you have a keen eye for detail and can deliver high-quality data promptly, we would love to hear from you.

• Describe your recent experience with similar projects

Malay Native Speakers Wanted for Mobile-Based Audio Collection

We are currently seeking additional native Malay speakers to take part in an audio data collection project. Participants will be required to record 445 short Malay sentences using our secure mobile recording application.

Record a total of 445 short sentences in Malay
Use our dedicated smartphone app for submissions
Speak clearly and at a natural pace
Follow the instructions displayed within the app

Native Malay speaker
Access to an Android or iOS smartphone
Quiet indoor location for recording
Ability to complete the full set of recordings

If you are interested in this project, please feel free to contact me.

A Good Opportunity For New Freelancers For taking 5 Star Review after their completion of the project.

Thank u :

Project: Resource Connect – MVP Development for Field Testing
Resource Connect is a mobile application designed to bridge the gap between individuals in need and the nonprofit organizations that serve them. The platform will make it easier for community members to locate essential services—such as food assistance, healthcare, housing support, and legal aid—while giving nonprofits a streamlined way to share resources, manage engagement, and understand emerging community needs.
We are entering the next phase of development: building the Minimum Viable Product (MVP) that will be deployed for field testing in Northwest Indiana. This MVP will translate our finalized Figma prototype into a functional, test‑ready application and will include the core features necessary to validate usability, value, and impact in real‑world settings.
Project Objectives
The contractor will support the development of the Resource Connect MVP with the following goals:
Implement the finalized Figma design into a functional mobile application
Build and refine core features, including:
Resource search and directory
Appointment scheduling and application submission
Push notifications for nonprofit updates
Personalized resource filtering
Integrate and prepare the data‑collection algorithm that powers the Community Needs Tracker
Ensure the MVP is stable, intuitive, and ready for field testing with community‑based organizations
Collaborate with the founder and, once hired, the Purdue Pathmaker intern developer to ensure smooth handoff and continuity
Scope of Work
The contractor will be responsible for:
Translating UI/UX designs into responsive, accessible mobile screens
Developing backend logic and API connections needed for core functionality
Implementing user authentication and secure data handling practices
Building the initial version of the Community Needs Tracker algorithm
Conducting basic QA testing and resolving issues prior to field deployment
Providing technical documentation to support future development and maintenance

Expected Deliverables
Fully functional MVP aligned with the Figma prototype
Implemented core features ready for real‑world testing
Initial version of the data‑collection algorithm integrated into the app
Technical documentation (architecture, APIs, codebase overview)
Support for deployment to test users in Northwest Indiana
Ideal Contractor Qualifications
Experience building mobile applications (React Native, Flutter, or similar)
Strong understanding of backend development and API integration
Familiarity with data‑collection systems or algorithmic tracking tools
Ability to collaborate with early‑stage teams and mentor junior developers
Commitment to mission‑driven technology and community‑impact projects

Skills: PHP, Mobile App Development, iPhone, Android, React Native, Flutter, Figma, API Development