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About the Role
As a Senior ML Developer, you will lead and contribute to the design, analysis, and delivery of data-driven solutions for significant business challenges within dedicated RAG programs. Your expertise in testing, evaluation, and causal inference, particularly in user interaction with text outputs and Information Retrieval, will drive end-to-end planning, POC building, offline/online evaluation, and feature deployment. This hands-on role focuses on technical problem-solving using the latest NLP and ML technology, coordinating delivery with multi-disciplinary teams, and providing technical guidance and mentorship.
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 members of the team to reach better solutions, and to position our team at the cutting edge of technology and ML practice
- Provide technical leadership and mentorship for less-experienced members of the team to deliver key 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 that can be solved with a combination of Data, Statistics, and Machine Learning
Requirements
- 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
Skills
- NLP
- ML
- Python Machine Learning stack
- Pandas
- deep learning frameworks
- traditional ML
- probability calibration
- experimental design
- analysis of results
- NLU
- Information Retrieval
- causal inference
Location
- Canada
Work Type
- Full-time
Experience Level
- Senior
- 3+ years of applicable work experience in ML
- 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
Education Level
- MS/M.Tech/M.Math
- PhD
Salary/Compensations
- $123,000 - $180,400
Benefits
- annual cash bonuses
- stock grants
- comprehensive benefits package
About the Company
- Autodesk software is used to create the greenest buildings, cleanest cars, smartest factories, and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.
- Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world.
- When you’re an Autodesker, you can do meaningful work that helps build a better world designed and made for all.
Equal Opportunity
- We take pride in cultivating a culture of belonging where everyone can thrive.