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[Remote] Data Scientist (Design and Development Support)

Remote · United States Full-time

Note: The job is a remote job and is open to candidates in USA. ActioNet is a woman-owned IT Solutions Provider with strong qualifications in Agile Software Engineering and Cyber Security. They are seeking a Data Scientist / Optimization Engineer to improve field workforce routing efficiency through advanced optimization techniques while integrating seamlessly with existing enterprise systems.

Responsibilities

  • 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

Skills

  • Requires a Public Trust - must be US Citizen to be eligible
  • Bachelor's Degree
  • 8 years of experience

Company Overview

  • ActioNet, Inc., headquartered in Vienna, Virginia, is a CMMI®-DEV Level 4, CMMI®-SVC Level 4, ISO 20000, ISO 27001, ISO 9001, HDI-certified, woman-owned IT Solutions Provider with strong qualifications and expertise in Cloud-based Solutions, Cyber Security and Agile Software Engineering. It was founded in 1998, and is headquartered in Vienna, Virginia, USA, with a workforce of 1001-5000 employees. Its website is https://www.actionet.com/.
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