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Data Scientist – Design and Development Support
ActioNet, Inc.Data Scientist / Optimization Engineer designing algorithms to optimize workforce routing efficiency. Role involves integration with enterprise systems and maintaining optimization solutions.
About the role
Key responsibilities & impact- Design and implement vehicle routing and scheduling algorithms using OR-Tools to generate optimal field assignments
- Develop clustering algorithms to group workloads geographically and minimize travel time/cost
- Implement constraint models (capacity, time windows, skills, priorities, survey rules) within the optimizer
- Integrate the optimizer with the Mojo control system APIs for job intake, execution, and results publishing
- Build batch and real-time optimization modes to support both scheduled and on-demand routing
- Refactor optimizer components into modular, extensible strategy interfaces for new routing heuristics
- Implement data preprocessing pipelines to normalize locations, distances, and travel matrices
- Develop automated test harnesses validating solution correctness against known datasets and constraints
- Implement “solution quality” scoring metrics (distance, balance, SLA adherence, cost) to evaluate goodness of routes
- Create regression benchmarks comparing new algorithm performance vs. baseline outputs
- Add parallel processing and scaling support to handle large route sets and high agent counts
- Instrument services with logging and metrics to track runtime, solver performance, and solution quality
- Package optimizer services for CI/CD deployment with reproducible builds and environment configs
- Document routing logic, constraints, integration points, and operational runbooks
- Provide production support, tuning, and continuous improvement of optimization heuristics and performance
Requirements
What you’ll need- Requires a Public Trust - must be US Citizen to be eligible
- Bachelor’s Degree
- 8 years of experience
Benefits
Comp & perks- Commitment to Employees : We are committed to making ActioNet a great place to work and continue to invest in our ActioNeters.
- Commitment to Customers : We are committed to our customers by driving and sustaining Service Delivery Excellence.
- Commitment to Community : We are committed to giving back to our community, helping others, and making the world a better place for our next generation. ActioNet is proud to be named a Top Workplace for the twelfth year in a row (2014 - 2026). We have a 98% customer retention rate.
ATS Keywords
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Hard Skills & Tools
Algorithm DevelopmentConstraint ModelingOptimization TechniquesPerformance BenchmarkingParallel Processing
Soft Skills
Problem SolvingDocumentation
Certifications
Bachelor’s Degree