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Applied Science Manager, Fleet Autonomy, Amazon Robotics
Career Insights for Machine Learning Engineer
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Scorecard
Based on Massachusetts data
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What they do
A Machine Learning Engineer specializes in designing, building, and deploying machine learning models. They utilize statistical and mathematical techniques, parallelizing processing, hyperparameter tuning, and other optimization methodologies to improve model performance. Responsibilities also include collecting and preprocessing large datasets, conducting exploratory data analysis, working closely with data engineers to understand data requirements, and engineer input variables for machine learning models.
$133,397 / year median in Massachusetts
Job Description
- from how robots negotiate shared space to adapting fleet behavior as tasks and deadlines change.
- Set the technical vision and research agenda; identify the right problems and sequence bets across near-term production needs and long-horizon research
- Build, hire, and develop a team of applied scientists; provide scientific mentorship and grow careers
- Drive algorithms from research through production deployment in partnership with engineering
- Represent the team externally through publications, academic collaborations, and community engagement A day in the life Your internal stakeholders are engineering teams who productionize your algorithms, operations leaders whose buildings depend on fleet performance, and peer scientists building learned models of fleet dynamics.
- PhD in engineering, technology, computer science, machine learning, robotics, operations research, statistics, mathematics or equivalent quantitative field
- 5+ years of industry or academic research experience
- 2+ years of scientists or machine learning engineers management experience
- Experience programming in Java, C++, Python or related language
- Experience building machine learning models or developing algorithms for business application
- Strong understanding of autonomous mobile robots and how they navigate
- Experience deploying robotic systems into the field Preferred Qualifications
- Experience building complex software systems, especially involving deep learning, machine learning and computer vision, that have been successfully delivered to customers
- Experience with mobile robot fleets in industrial or logistics settings
- Experience developing computationally efficient decision making algorithms for live production systems Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status.
- 183,800.00
- 248,700.
Benefits
- Paid Time Off (PTO)
- 401(k) Plans
- Mental Health
- Health and Wellness Programs