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Full Stack Developer (Python, Docker)

$78k - $118k
Full-time

Ignite IT

Salary: $78,000 - 118,000 per year Requirements:

  • We bring at least 5 years of experience designing and implementing routing, scheduling, or optimization solutions.
  • We have a strong algorithmic foundation, including graph theory, clustering, and heuristic or approximation methods.
  • We are proficient in Python or Java for building optimization services and related tooling.
  • We have experience delivering scalable, high-performance systems integrated with enterprise control platforms.
  • We can create test harnesses that verify both solution correctness and optimization effectiveness.
  • We have experience with performance tuning, parallel execution, and processing large datasets.
  • We are familiar with REST APIs, data pipelines, and common system integration approaches.
  • We have experience adding logging, metrics, and monitoring for operational visibility.
  • We can document algorithms, constraints, and operating procedures, and collaborate across engineering and operations teams.
Responsibilities:
  • We design and implement vehicle routing and scheduling algorithms using OR-Tools to produce optimal field assignments.
  • We develop clustering logic to group workloads geographically and reduce travel time and cost.
  • We build constraint models covering capacity, time windows, skills, priorities, and survey rules within the optimizer.
  • We integrate the optimizer with Mojo control system APIs for job intake, execution, and result publication.
  • We create both batch and real-time optimization modes to support scheduled and on-demand routing.
  • We refactor optimizer components into modular, extensible strategy interfaces for new routing methods.
  • We implement preprocessing pipelines to standardize locations, distances, and travel matrices.
  • We develop automated test harnesses to validate outcomes against known datasets and constraints.
  • We define solution-quality scoring metrics such as distance, balance, SLA adherence, and cost.
  • We build regression benchmarks to compare new algorithm performance against baseline outputs.
  • We add parallel processing and scaling support for large route sets and high agent volumes.
  • We instrument services with logging and metrics to monitor runtime, solver performance, and solution quality.
  • We package optimizer services for CI/CD deployment with reproducible builds and environment configuration.
  • We document routing logic, constraints, integration touchpoints, and operational runbooks.
  • We provide production support, tuning, and ongoing refinement of optimization heuristics and performance.
Technologies:
  • CI/CD
  • Support
  • Java
  • Python
  • REST
  • Windows
  • Architect
  • Census
  • Fullstack

More:

We are Ignite IT, an Equal Employment Opportunity/Affirmative Action employer committed to evaluating qualified applicants without regard to race, color, religion, sex, national origin, disability, veteran status, sexual orientation, or other protected characteristic. We offer a competitive benefits package that includes a 401(k) with matching and full vesting, health, dental, and vision coverage, HSA, life and disability insurance, AD&D, paid time off, professional development support, training, tuition reimbursement, a flexible schedule, FSA, referral program, and a paid legal plan. Selected applicants may need to possess and maintain a government clearance, and SHIP is required.

last updated 33 week of 2026

Vacancy posted 3 days ago
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