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Independent audit of ESGIQ Stage 5 ML system

Project evidence involving Python. First observed 28 Aug 2026; the response opens on vollna.com.

Technology
Python
Budget
Not provided by source
Work format
Project
Observed
28 Aug 202652 days old
Deadline status
Deadline not provided — verify source
Response destination
vollna.com

Opportunity summary

Independent audit of ESGIQ Stage 5 ML system. The source classifies this as project work involving Python. Location or remote eligibility: Remote marketplace listing; buyer asks for personally performed specialist audits; agency and Ukraine eligibility are not visible.

Technology and scope

The reported stack is Python, time-aware tabular ML, feature store, calibration, leakage testing, grouped/temporal validation, explainability, prediction API. Check the source for required versions, deliverables and which technologies are mandatory.

Engagement details

Project: a defined delivery outcome rather than an open-ended employment relationship. Source timing: Diagnostic engagement; duration not published

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, 05:01 UTC. Public since 4 Sept 2026, 01:30 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 171 of 444 observed opportunities (38.5%). 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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