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Aptura
Aptura
10 open remote positions
Aptura is an applied AI and data company that works with frontier labs to train AI systems on real professional work. The company builds high-quality evaluation and training environments, and engages independent experts for project-based tasks.
Open Positions
Writing realistic Excel tasks from private equity work, including extending models, fixing broken ones, and building from a brief Working through each task yourself to ensure there is a clear, correct answer Writing yes-or-no criteria precise enough that a grader can mark any attempt against them
Private Equity
Excel
Financial Modeling
Written Communication
Write realistic Excel tasks drawn from marketing analytics work, including CAC, attribution, and campaign performance. Work through each task and write yes-or-no criteria precise enough for grading. Use AI tools and Excel experience to evaluate how well frontier AI models do analyst work.
Excel
Marketing Analytics
AI Evaluation
Write realistic Excel tasks drawn from project management work, such as building budgets, schedules, and trackers. Complete each task yourself to establish a clear correct answer and precise yes-or-no grading criteria. Contract role for 4–6 weeks, fully remote, with task-based weekly payments.
Excel
Project Management
Budgeting
Scheduling
Written Communication
Build realistic Excel tasks drawn from your own work, including extending existing models, fixing broken ones, and building from a brief. Work through each task yourself so there is a clear, correct answer that can be used for grading. Write yes-or-no criteria precise enough that a grader can mark any attempt against them.
Excel
Litigation Support
Legal Operations
Write realistic Excel tasks derived from your own People Ops/HR work, including extending models, fixing broken ones, and building from a brief. Complete each task yourself so a clear, correct answer exists. Draft yes-or-no criteria that allow graders to mark any attempt consistently.
Excel
People Operations
HR Analytics
Workforce Planning
Writing realistic Excel tasks from your own equity research work, including extending and fixing models. Working through each task yourself to establish a clear, correct answer. Writing yes-or-no criteria precise enough to grade any AI attempt.
Excel
Financial Modeling
Written Communication
Attention To Detail
Writing realistic Excel tasks drawn from your own consulting experience, including extending models, fixing broken ones, and building from briefs. Working through each task yourself to ensure a clear, correct answer for evaluation. Creating precise yes-or-no criteria for grading attempts against the correct answer.
Excel
Management Consulting
Strategy Consulting
Written Communication
Write realistic PowerPoint tasks based on your own IR or FP&A reporting cycle, including building decks and rolling them forward. Complete each task yourself to establish a correct answer and create a precise yes/no grading checklist. Define what a correct deck looks like with enough detail for AI graders to evaluate attempts.
Investor Relations
FP&A
PowerPoint
Financial Reporting
Attention To Detail
Create realistic PowerPoint tasks from your own deal work, including building decks from source documents and filling corporate templates. Work through each task to define a correct answer and write a yes-or-no checklist precise enough for AI grading. Apply, attend a 30-minute walkthrough, and submit one original task with input files and rubric for team review.
Investment Banking
PowerPoint
Attention To Detail
Create realistic PowerPoint tasks from real advisory work, including building decks from source documents, templates, and precise edits. Work through each task yourself to establish a clear, correct answer. Write yes-or-no checklists precise enough for an AI grader to mark any attempt.
PowerPoint
Due Diligence