Senior Applied Scientist, Modeling and Optimization
Amazon · Santa Clara, CA · Yesterday
ScienceFull-time
About the role
The Modeling and Optimization (MOP) Routing Science team at Amazon is seeking a candidate with strong analytical and algorithmic skills to contribute to improving the last-mile experience through algorithmic and analytical work.
Responsibilities
- Design, implement, and evaluate state-of-the-art solutions to large-scale optimization problems, collaborating with software development engineers.
- Apply knowledge of combinatorial optimization, algorithms, algorithm engineering, and data structures to vehicle routing and related problems.
- Utilize Data Science and Machine Learning techniques to identify and evaluate opportunities to reduce variable costs by optimizing transportation networks, inventory placement, operations, and scheduling.
- Contribute to network planning, modeling, and analysis to enhance the efficiency and cost-effectiveness of global fulfillment operations.
- Develop metrics to quantify improvements in fulfillment costs, such as transportation and labor costs.
Requirements
- Proven ability to build machine learning models or develop algorithms for business applications.
- PhD in engineering, technology, computer science, machine learning, robotics, operations research, statistics, mathematics, or equivalent quantitative field, or Master's degree and 10+ years of industry or academic research experience.
- Strong background in programming languages like C/C++, Python, Java, or Perl.
- Experience with modeling tools such as R, scikit-learn, Spark MLLib, MxNet, Tensorflow, numpy, scipy, etc.
Qualifications
- 3+ years of experience in building machine learning models or developing algorithms for business applications.
- PhD in engineering, technology, computer science, machine learning, robotics, operations research, statistics, mathematics, or equivalent quantitative field, or Master's degree and 10+ years of industry or academic research experience.
- Knowledge of programming languages such as C/C++, Python, Java, or Perl.
- Experience in applied research.
Skills
- Combinatorial optimization, algorithms, algorithm engineering, and data structures.
- Familiarity with Data Science and Machine Learning techniques.
Benefits
Amazon offers comprehensive benefits including health insurance, 401(k) matching, paid time off, and parental leave. For more information, visit https://amazon.jobs/en/benefits.
Pay
$192,200.00 - $260,000.00 USD annually
Schedule
Full-time