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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
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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