Aptura
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)
Ex-IB MBA Intern
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
Take ownership of project execution from onboarding through delivery, coordinating timelines and removing blockers. You will work across hiring, contributor support, payments, and…
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…
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,…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
Expression of Interest
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…