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Distinguished Optimization Data Scientist

3 months ago

Andover, United States Walmart Advanced Systems and Robotics Full time
Job DescriptionJob Description

At Walmart Advanced Systems & Robotics, we're building the infrastructure that will power the next generation of retail experiences. We're the team behind Alphabot®, a new technology that's changing the way America shops. Our automated pickup and delivery systems use a combination of robotics and software to efficiently handle large volumes of online orders, streamlining operations for managers and enhancing the customer experience. We're passionate about technology, retail, and creating solutions that impact millions of customers daily.

We're seeking a Distinguished Optimization Scientist to lead R&D of next-generation routing and path planning algorithms for our multi-robot grocery fulfillment system.

In this highly visible role, you will lead concept generation and feasibility, analysis, proof-of-concept demonstration, and simulation/laboratory validation of new approaches to multi-agent path planning. Our unique fleet of autonomous mobile robots move in three dimensions, and your algorithms will iteratively plan efficient routes, resolve conflicts, and demonstrate robustness to disturbances; all while meeting stringent real-time execution requirements.

You will work in cross-functional teams, representing the concerns of algorithm performance in next generation system design activities. Further, you will lead research activities for yourself and a team, patenting and publishing novel concepts, and participating in the academic research community.

The ideal candidate:
  • Has a PhD with a track record of publishing novel multi-agent routing algorithms.
  • Has experience developing and deploying technology for industrial-scale robotic systems.
  • Has extensive knowledge of optimization algorithms for convex programming and mixed integer programming.
  • Desires to work in a high-impact environment where their technology controls the automation systems of the world's largest retailer.
What you'll do:
  • Propose formulations of multi-agent routing algorithms, with mathematical statements of feasibility, reachability and optimality.
  • Mature algorithms toward deployment, incorporating system requirements, compute budgets, and system constraints.
  • Ensure that your algorithms can scale to thousands of retail facilities, each with more than a hundred autonomous mobile robots.
  • Demonstrate the performance of your technology in simulation studies.
  • Produce design documents, mathematical formulations of algorithms, simulation artifacts and architectural descriptions of algorithms. Reducing algorithms to production code is outside the scope of this role.
  • Recruit and lead a team of scientists, define their objectives, and integrate their output into a comprehensive path planning, trajectory generation and control architecture.
What's required:
  • PhD in Computer Science, Engineering, Applied Mathematics, or related fields.
  • 10+ years post-PhD experience in relevant research, with at least one area in multi-agent routing, path planning, model predictive control, resource allocation, task scheduling or other decision systems.
  • Expertise in numerical optimization algorithms.
  • Proficiency in high-level programming languages and their optimization packages, such as Python, MATLAB, Julia, etc.
  • Ability to develop simulations for algorithm prototyping.
Some experience preferred in:
  • Warehouse robotics or fulfillment operations
  • Queueing theory, combinatorial optimization, resource allocation
  • Software development best practices, such as unit testing and CICD
  • Cloud-native environments (Azure, AWS, GCP, etc.)
BENEFITS FOR OUR FULL-TIME TEAM MEMBERS:
  • Comprehensive health insurance plans with options for dependent coverage
  • Unlimited PTO for salaried employees, covering vacation, holidays, and personal days
  • Full coverage vision and dental insurance plans for employees and their families
  • Competitive 401(k) matching program, stock purchase plans, and equity opportunities
  • Life and disability insurance options
  • Up to 12 weeks of fully paid maternity/paternity leave
  • Special Walmart discounts for in-store and online purchases
  • Complimentary daily lunches, beverages, and snacks

Walmart Advanced Systems and Robotics is proud to be an Equal Employment Opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. We do not discriminate based upon race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.