Senior Applied AI/ML Developer
$123,000–$123,000 year
RemoteToronto, Ontario, Canada or Ontario, Canada
Toronto, Ontario, Canada or Ontario, CanadaRemoteFull Time$123,000–$123,000 yearSenior LevelDoctorate Or Professional DegreeEnterprise
Full TimeSenior LevelDoctorate Or Professional DegreeEnterprise
Job Summary
Design and implement Machine Learning capabilities that improve Autodesk's RAG platforms by performing statistical and data analysis to generate training datasets. Collaborate with stakeholders to translate business objectives into problems solvable with data, statistics, and ML, while conducting end-to-end planning, POC-building, and offline/online evaluation. Provide technical leadership and mentorship to deliver key ML-powered features for the Digital Customer Platform, ensuring production deployment of NLU and traditional search techniques integrated into RAG.
Required Qualifications
- MS/M.Tech/M.Math/ or PhD in Computer Science, Statistics, Mathematics, Physics, Developer, Economics, Computational Linguistics or related fields
- 3+ years of applicable work experience in ML
- Hands-on experience of NLU and integrating traditional search techniques into RAG
- Proficiency with the Python Machine Learning stack, e.g. Pandas, deep learning frameworks, traditional ML, probability calibration etc.
- Knowledge of experimental design and analysis of results
- Demonstrate experience with leading Machine Learning teams in deploying and improving ML features in production
- Demonstrate experience working in cross-functional teams to deliver ML solutions in production
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