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Ex-IB and PE professionals build valuation models, comps, and IC memos to train finance-reasoning AI. Freelance, remote.

Aptura at a glance

As of November 4, 2026, SignalGigs lists 31 open roles at Aptura. The most common work is writing (12), medical (10) and finance (8).

Open roles listed:
31
Most common work:
writing (12), medical (10) and finance (8)

Counted from the listings below. Job board last checked .

Current Opportunities (31)

Complete three months of rigorous banking work split between building models and reviewing completed analysis. The role requires 2+ years in investment banking, strong valuation…

📍 London8/2/2026
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Be matched to remote healthcare AI projects that need clinical judgment, data review and model evaluation. Doctors in the UK with an active GMC license can contribute…

📍 London
🇺🇸
8/10/2026
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Be matched to remote healthcare AI projects that need clinical judgment, data review and model evaluation. Doctors in the US with an active license to practice can contribute…

📍 USA
🇺🇸
8/10/2026
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Assess health coaching responses for patient safety, regulatory compliance, and clinical accuracy. The remote project requires an active US RN license, at least 2 years of…

📍 USA8/16/2026
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Design realistic clinical scenarios, review AI outputs for safety and accuracy, and refine scoring criteria within your specialty. The remote project requires current or recent…

📍 United Kingdom8/16/2026
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Design realistic clinical scenarios, review AI outputs for safety and accuracy, and refine scoring criteria within your specialty. The remote project requires current or recent…

📍 USA8/16/2026
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Design realistic clinical scenarios, review AI outputs for safety and accuracy, and refine scoring criteria within your specialty. The remote project requires current or recent…

📍 Asia8/16/2026
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Annotate deidentified clinical records with SNOMED CT codes on a short term remote project. UK based GMC registered doctors need one to two years of clinical practice and coding…

📍 United Kingdom9/8/2026
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Annotate de-identified chest CT scans with points, bounding boxes, and measurements on findings already flagged upstream. This remote, short-term contractor project requires a…

📍 USA9/27/2026
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Annotate de-identified chest CT scans with points, bounding boxes, and measurements on findings already flagged upstream. This remote, short-term contractor project requires a…

📍 India9/27/2026
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Annotate de-identified chest CT scans with points, bounding boxes, and measurements on findings already flagged upstream. This remote, short-term contractor project requires a…

📍 United Kingdom9/27/2026
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Take ownership of project execution from onboarding through delivery, coordinating timelines and removing blockers. You will work across hiring, contributor support, payments, and…

📍 London9/27/2026
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Turn investment banking experience into realistic PowerPoint tasks that test AI performance. This full time role is remote in India and involves original task writing, source…

📍 India10/2/2026
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Turn investor relations and FP&A experience into realistic PowerPoint tasks that test AI performance. This full time role is remote in India and involves original task writing,…

📍 India10/2/2026
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Turn transaction advisory experience into realistic PowerPoint tasks that test AI performance. This full time role is remote in India and involves original task writing, source…

📍 India10/2/2026
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Turn private investment experience into realistic PowerPoint tasks that test AI performance. This full time role is remote in India and involves original task writing, source…

📍 India10/2/2026
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Create realistic Excel tasks from investment banking and define clear grading criteria for AI responses. This remote contract pays per completed task, with an expected 4 to 6 week…

📍 Global
🇺🇸
10/23/2026
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Create realistic Excel tasks from private equity and define clear grading criteria for AI responses. This remote contract pays per completed task, with an expected 4 to 6 week…

📍 Global
🇺🇸
10/23/2026
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Create realistic Excel tasks from real estate and define clear grading criteria for AI responses. This remote contract pays per completed task, with an expected 4 to 6 week…

📍 Global
🇺🇸
10/23/2026
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Create realistic Excel tasks from consulting and define clear grading criteria for AI responses. This remote contract pays per completed task, with an expected 4 to 6 week…

📍 Global
🇺🇸
10/23/2026
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Create realistic Excel tasks from supply chain and define clear grading criteria for AI responses. This remote contract pays per completed task, with an expected 4 to 6 week…

📍 Global
🇺🇸
10/23/2026
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Create realistic Excel tasks from legal work and define clear grading criteria for AI responses. This remote contract pays per completed task, with an expected 4 to 6 week…

📍 Global
🇺🇸
10/23/2026
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Create realistic Excel tasks from sales operations and define clear grading criteria for AI responses. This remote contract pays per completed task, with an expected 4 to 6 week…

📍 Global
🇺🇸
10/23/2026
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Create realistic Excel tasks from marketing analytics and define clear grading criteria for AI responses. This remote contract pays per completed task, with an expected 4 to 6…

📍 Global
🇺🇸
10/23/2026
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Create realistic Excel tasks from equity research and define clear grading criteria for AI responses. This remote contract pays per completed task, with an expected 4 to 6 week…

📍 Global
🇺🇸
10/23/2026
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Create realistic Excel tasks from accounting and define clear grading criteria for AI responses. This remote contract pays per completed task, with an expected 4 to 6 week…

📍 Global
🇺🇸
10/23/2026
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Create realistic Excel tasks from actuarial work and define clear grading criteria for AI responses. This remote contract pays per completed task, with an expected 4 to 6 week…

📍 Global
🇺🇸
10/23/2026
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Create realistic Excel tasks from venture capital and define clear grading criteria for AI responses. This remote contract pays per completed task, with an expected 4 to 6 week…

📍 Global
🇺🇸
10/23/2026
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Create realistic Excel tasks from project management and define clear grading criteria for AI responses. This remote contract pays per completed task, with an expected 4 to 6 week…

📍 Global
🇺🇸
10/23/2026
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Create realistic Excel tasks from people operations and define clear grading criteria for AI responses. This remote contract pays per completed task, with an expected 4 to 6 week…

📍 Global
🇺🇸
10/23/2026
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Contribute models, documents or analyses that help AI handle complex professional work. Projects are remote and asynchronous, with payment per completed task and terms confirmed…

📍 Global10/23/2026
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Languages Supported

🇺🇸 EN

Platform Stats

Active Gigs31
Languages1
Last Checked