AI/RAG analysis of 53 tutoring transcripts and proof of concept
Hiring evidence involving Python, OpenAI API, RAG. First observed 28 Aug 2026; the response opens on upwork.com.
- Budget
- Not provided by source
- Work format
- Hiring
- Role family
- Software specialist
- Seniority
- Level not stated
- Observed
- 28 Aug 202655 days old
- Deadline status
- Deadline not provided — verify source
- Response destination
- upwork.com
Source job details
Structured facts are published only when supplied by the source; missing values are never invented.
- Hiring organization
- Undisclosed established US education company
- Source reference
- OPP-20260829-175
- Location evidence
- Manhattan Beach, California / PT
- Employment type
- contractor
- Required skills
- Python, OpenAI/LLM APIs, RAG, embeddings, vector search, Google Drive, Fireflies.ai
- Expected duration
- Initial 5–10 hours; <30 h/week; <1 month; contract-to-hire upside
Opportunity summary
AI/RAG analysis of 53 tutoring transcripts and proof of concept. The source classifies this as hiring work involving Python, OpenAI API, RAG, Vector search and knowledge systems. Location or remote eligibility: Worldwide remote; individual or named contractor route is open; agency eligibility not explicitly stated.
Technology and scope
The reported stack is Python, OpenAI/LLM APIs, RAG, embeddings, vector search, Google Drive, Fireflies.ai. Check the source for required versions, deliverables and which technologies are mandatory.
Engagement details
Hiring: an employment-oriented search for an individual contributor or team member. Source timing: Initial 5–10 hours; <30 h/week; <1 month; contract-to-hire upside
Budget
Budget not provided by source. Confirm the rate or project value before preparing a proposal; no estimate has been substituted.
Dates and availability
First observed by Leadiy on 28 Aug 2026, 23:01 UTC. Public since 8 Sept 2026, 00:30 UTC. Deadline not provided — verify source. A listed deadline does not confirm that applications are still accepted. These are observation and publication dates, not a reconstruction of the source posting date. Date-only deadlines have no supplied timezone; the date changes here at midnight UTC.
Related market context
In the current 30-day Hiring Pulse, Python appears in 181 of 593 observed opportunities (30.5%). Counts are multi-label, so one opportunity may contribute to several technology buckets. This is a separate aggregate sample, not a confirmation of this opportunity’s availability.
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