Senior Machine Learning Engineer - Embedded AI
Core
Build specialized machine learning systems for document understanding, extraction, classification, matching, ranking, and recommendations to automate accounting workflows for SMEs and accounting firms.
Role type
Senior IC machine learning engineer (embedded AI)
Builds
Production ML systems for Copilot and Autopilot features (invoice parsing, bookkeeping, revision automation)
Domain
Fintech / Accounting / Document AI
Deliverable
production ML models
Required skills
Python, production ML system design, problem framing, data strategy, model evaluation, deployment, monitoring, document AI, NLP, classification, ranking, recommendation, anomaly detection, deep learning, generative AI
Preferred skills
accounting domain knowledge, human-in-the-loop systems, active learning, multimodal models, strict latency/cost constraints
Technologies
Python, PyTorch, PySpark, Redshift, Airflow, AWS SageMaker
Responsibilities
Design and ship ML systems for document understanding and extraction; own full lifecycle from problem framing to maintenance; define quality metrics reflecting real user value; partner with product and domain experts; improve shared ML engineering practices; monitor emerging AI techniques
Seniority
Senior, hands-on IC
