Senior Machine Learning Engineer building causal and decision systems for CSC Generation’s consumer businesses. Developing pricing and other commercial automation using experimentation, uncertainty, and policy learning.
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Machine Learning Scientist – 1 Year Term
Posted 5 months ago
About the role
- Machine Learning Scientist leading applied ML projects for Amii, advancing ML capabilities for industry partners while mentoring junior staff.
Responsibilities
- Reporting to the Lead Machine Learning Scientist, the Machine Learning Scientist serves as a key member in maintaining Amii's reputation for scientific excellence and providing insight into their area of expertise
- Responsible for the delivery of innovative solutions to Amii's industry partners by leading applied ML projects and mentoring junior team members
- Works with Amii clients to advance their ML projects and capabilities
- Serves as a subject matter expert to guide and support organizational initiatives
- Supports the advancement of ML research and development in both industry and academia
- Mentors junior team members to help them achieve their goals and advance their professional growth
Requirements
- Masters in Computer Science with a specialization in Machine Learning or related field with relevant applied experience in Machine Learning
- 2+ years experience developing, training, and evaluating machine learning models in an industrial setting
- 1+ years experience in a leadership capacity in industry or academic setting (nice to have)
- Proficient in Python, experience in other programming languages i.e. Java or SQL (nice to have)
- Proficient with machine learning tools and frameworks such as Scikit-learn, Pytorch/Tensorflow, Pandas, Optuna, Wandb, lightgbm/XGBoost, and SciPy
- Publication record in peer-reviewed academic conferences or relevant journals
- Ability to explain complex technical concepts clearly to non-technical audiences
- Thorough understanding of the strengths and weaknesses of a range of ML techniques across supervised learning, unsupervised learning, and reinforcement learning
- Experience leveraging cloud based tools for ML model building and deployment
Benefits
- Competitive compensation, including paid time off and flexible health benefits
- Participate in professional development activities
- Gain access to the Amii community and events
- A chance to learn from amazing teammates who support one another to succeed
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