---
title: 'Presentation Specialist AI Researcher at Aptura'
canonical: 'https://feeny.ai/job/presentation-specialist-ai-researcher-aptura-india-4hw39nnbv7h9'
type: 'job'
last_seen: '2026-10-18'
---

# Presentation Specialist AI Researcher at Aptura

- **Company:** Aptura
- **Location:** India
- **Employment:** full-time
- **Work type:** remote
- **Posted:** 2026-09-30
- **Last confirmed live:** 2026-10-18
- **Apply:** https://jobs.ashbyhq.com/aptura/af7f5279-f454-42b8-ac54-69d273a08d2b

## Job description

Presentation Specialist AI Researcher (Banking and Advisory Decks) Full time | Remote — India

## About us

Aptura is a London-based company working on understanding how AI is changing professional work. We look closely at how finance and advisory professionals actually work, and where AI helps or falls short. The company was founded by people with backgrounds at Lazard, McKinsey and Partners Group.

## Role description

We are looking for Subject Matter Experts from the presentation or graphics teams at banks, consultancies and advisory firms. You turn round marked-up decks with every change made and nothing else touched. You have used AI tools on your own work and been frustrated by the mistakes they make, or you simply want to find out how good they really are. You will turn that experience into realistic PowerPoint tasks that test how well AI handle the deck production work of a finance team.

## Responsibilities include

- Writing realistic PowerPoint tasks drawn from your own production work: building decks from source documents, filling corporate templates, rolling decks forward and making precise edits
- Working through each task yourself so there is a clear, correct answer
- Writing a yes-or-no checklist precise enough that an AI grader can mark any attempt against it

Necessary skills include

- 3+ years in presentation services, visual/graphics or deck production for finance or advisory teams
- Deep hands-on PowerPoint: native charts, tables and corporate templates
- Ability to define what a correct deck looks like precisely enough for someone else to grade against it
- Clear writing. Tasks must be written by you, not by AI tools
- Attention to detail, and willingness to learn concepts in AI and data

How it works

- Apply with your details and CV. After applying, verify your email and choose an available 30-minute group walkthrough call. You can book immediately; there is no application-approval step before booking.
- Attend the walkthrough and enter the code shared by the host at the end of the call to unlock your task workspace.
- Create one original task from your own work in about 45 minutes. Submit the brief, the actual input files needed to complete it, a written expected result and at least five binary rubric checks, each with one skill tag. Input-file uploads are compulsory.
- Write the brief and rubric yourself, without AI drafting, rewriting or polishing. Input materials must also be human-authored. Use only materials you are authorised to share, with confidential employer or client information removed.
- Submit through your account for automated screening and team review. Follow any request for revisions in your account. Completing onboarding does not guarantee a job offer; selection remains subject to review.

Location Remote — India

## About Aptura

## Company Overview
- **One-liner**: Aptura helps train and evaluate AI to master real-world tasks in finance, healthcare, and legal sectors, specializing in reliable AI for regulated industries.
- **Entity Type**: Private (Privately Held)
- **Headquarters**: London, England, UK
- **Founded**: 2025 (incorporated 10 April 2025)
- **Founders**: Founded by ex-Lazard and Partners Group professionals (specific names not publicly disclosed)

## Core Business
- **Primary industries**: AI training and evaluation, Data services, Technology/Internet
- **Target customers**: Frontier AI labs, AI research organizations, and enterprises deploying AI in regulated industries (finance, healthcare, legal)
- **Mission/Purpose**: To bring institutional expertise from finance, healthcare, and law directly into AI model development, enabling reliable AI deployment in regulated environments

## Products & Services
- **RL Environments**: Real-world, rich environments loaded with finance, medical, and legal data, designed for verifiable rewards, custom tooling, and data licensing support. Agents complete tasks in finance spreadsheets, medical records, and legal documents with measurable outcomes.
- **Curated Datasets**: Domain-specific high-quality data (medical imaging, financial models, legal contracts) structured for training and evaluation with domain nuance.
- **Domain Expertise Services**: Internal team of physicians, attorneys, and investment analysts (with years of high-stakes experience) who work directly with AI researchers to scope and deliver projects, supported by a platform built for structured, high-quality data collection at scale.
- **Verifiable Task Design**: Combining expert knowledge, curated datasets, engineering, and real-world tasks to create training grounds for agentic AI.

## Market Standing
- **Funding**: Not publicly disclosed (company is private and early-stage)
- **Key Metric**: Total employees of 26 (as of latest LinkedIn data)
- **Notable Investors/Partners**: Works with "leading foundational AI labs" (names not publicly specified)
- **Growth Signals**: 6,160 LinkedIn followers, active job postings across multiple domains (investment banking, radiology, legal, insurance), speaking engagements at industry events (e.g., Project A discussion on reinforcement learning)

## Competitive Advantages
- **Domain-specific expertise**: Employs actual practitioners (physicians, attorneys, investment analysts) rather than generalist data labelers, enabling nuanced data and task design for regulated fields
- **Focus on verifiable, measurable outcomes**: Uses real-world tasks with objective correctness (e.g., DCF models, dental scan interpretation, contract clause analysis) rather than subjective labeling
- **Close collaboration with AI labs**: Works directly with frontier model developers, iterating rapidly on data and evaluation
- **Regulated industry specialization**: Addresses a critical gap where general-purpose AI training data fails to meet the complexity and standards of finance, healthcare, and legal applications

## Strategic Focus
- **Current priorities**: Building the infrastructure to bring institutional expertise (finance, legal, healthcare) into AI model training and evaluation at scale
- **Direction**: Expanding from frontier labs to frontline deployment of reliable AI in regulated industries; recruiting domain experts across multiple sectors (investment banking, radiology, insurance, legal) on a part-time/flexible basis
- **Partnership/event activity**: Active in the RL and AI research community, with CTO Armin Schöpf speaking at Project A on reinforcement learning

## Why Work Here
- **Culture**: Mission-driven focus on building reliable AI for high-stakes domains; emphasis on domain expertise and real-world impact
- **Remote/Hybrid Policy**: Fully remote positions available (e.g., "Fully remote, part-time, and flexible" for expert roles; Investment Banking Associate roles listed as "Remote"); also has offices in London and San Francisco
- **Compensation**: Competitive hourly rates ($80–$200/hour for expert contractor roles) with monthly retainer structures for ongoing engagements
- **Work style**: Project-based and flexible engagements, targeting professionals who want to apply their domain expertise to cutting-edge AI development
- **Team**: Small (~26 employees) but includes highly specialized domain experts and AI researchers; likely high ownership and impact per person

## Sources
1. [aptura.ai](https://www.aptura.ai/)
2. [LinkedIn - Aptura](https://www.linkedin.com/company/apturaai)
3. [Jobs.ashbyhq.com - Aptura Careers](https://jobs.ashbyhq.com/aptura)
4. [GOV.UK - APTURA AI UK LTD](https://find-and-update.company-information.service.gov.uk/company/16378696)
5. [Jobs.ashbyhq.com - Policy Expert Role](https://jobs.ashbyhq.com/aptura/a82217bb-d20e-49fa-9b19-1d0e86a664ba)

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