Senior AI/ML Engineer - NLP & RAG Solutions

Autodesk; Quebec; On-site; CAD 120,000 - 180,000; Full time

Job summary

Autodesk is seeking a Senior ML Engineer to lead and contribute to data-driven solutions across RAG programs. You will guide design, analysis, and delivery of ML features, focusing on NLP, information retrieval, and causal inference to advance our Digital Customer Platform.

You will collaborate with multi-disciplinary teams, mentor peers, and drive end-to-end development from POC to production, maintaining an agile, hands-on approach and a passion for knowledge sharing.

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
• 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

Responsibilities

• Design and implement Machine Learning capabilities that improve Autodesk's RAG platforms
• Perform statistical and data analysis and exploration to generate datasets for model training and development
• Collaborate with other team members to reach better solutions and position our team at the cutting edge of technology and ML practice
• Provide technical leadership and mentorship for less-experienced team members to deliver ML-powered features for our Digital Customer Platform
• Partner with stakeholders to solve important business objectives across a range of problems
• Translate business requirements and objectives into problems solvable with data, statistics and ML

Skills

NLU

Cross-functional leadership

Python ML stack

Experiment design

ML deployment

Education

MS/M.Tech/M.Math/PhD in CS/Stats/Math/Physics/Economics

Tools

Pandas

Deep learning frameworks

Job description

Autodesk is seeking a Senior ML Engineer to lead and contribute to data-driven solutions across RAG programs. You will guide design, analysis, and delivery of ML features, focusing on NLP, information retrieval, and causal inference to advance our Digital Customer Platform.

You will collaborate with multi-disciplinary teams, mentor peers, and drive end-to-end development from POC to production, maintaining an agile, hands-on approach and a passion for knowledge sharing.