Applied AI
ML Engineer, Document Understanding
Extract scores, findings and recommendations from psychoeducational evaluations and assessment reports with source-level traceability, so every baseline in a draft can be verified.
- Team
- Applied AI
- Location
- Mumbai, India (Fort, hybrid)
- Type
- Full-time
What you will do
- 01Build extraction pipelines for scanned and digital evaluation reports, including tables of standard scores and percentiles
- 02Design evaluation sets and metrics for extraction accuracy, with zero tolerance for invented values
- 03Ground language model drafting in extracted data with citations back to the source page
- 04Work with security engineering so no student data is used for model training
- 05Partner with content specialists to review edge cases from real assessment formats
What we are looking for
- 014+ years in applied machine learning or NLP, with production document AI or OCR experience
- 02Strong Python and experience evaluating LLM systems rigorously
- 03Experience with layout-aware models, table extraction or information extraction
- 04Judgment about precision versus recall in high-stakes settings
- 05Familiarity with assessments such as the WISC-V, WJ IV or CELF-5 is a plus
How to apply
Email the hiring team. A person reads every application within five business days and replies either way.
Apply for this roleSends to careers@tpaventures.si with the subject “Application: ML Engineer, Document Understanding”.
What to include
- A resume or a link to your profile. No cover letter required.
- Three to five sentences on one thing you built, taught, shipped or fixed that you are proud of, and what you would do differently now.
- Where you are based and the hours you prefer to work, so we can plan the overlap window.
- For engineering and design roles, a link to code, a portfolio or a write-up. For content roles, the state whose rules you know best.
Other open roles
- Senior Full-Stack EngineerEngineeringMumbai, India (Fort, hybrid)
- Special Education Content SpecialistContent & ComplianceUnited States (remote)
- Customer Success Manager, K-12Customer SuccessUnited States (remote, up to 25% travel)
- Security & Compliance EngineerSecurityMumbai, India (Fort, hybrid)
- Product DesignerDesignMumbai, India or United States (remote)
Want to see the product before you apply?
Watch a draft built from a real evaluation format, with every baseline cited, in a twenty-minute walkthrough.