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Optimization Specialist
Optimization SpecialistPrana Path • mumbai city, maharashtra, in
Optimization Specialist

Optimization Specialist

Prana Path • mumbai city, maharashtra, in
6 hours ago
Job description

Hiring an Optimization Specialist to design and implement optimization models and heuristics that solve large-scale real-world scheduling, routing, and allocation problems, and deliver them as reproducible, production-grade pipelines for AI-driven systems.

You’re a great fit if you :

  • Have a background in operations research, applied mathematics, computer science, or engineering.
  • Are proficient in Python and optimization libraries such as CVXPY, OR-Tools, CPLEX, SciPy, NumPy, and pandas.
  • Understand mathematical programming methods (MILP, CP, heuristics) and their tradeoffs.
  • Have experience designing models for scheduling, routing, or allocation at scale.
  • Are comfortable building reproducible pipelines and benchmarking optimization approaches.
  • Care about delivering models that balance optimality, scalability, and real-world performance.
  • Are curious about how optimization connects with AI systems and large-scale decision engines.

What You’ll Do

  • Build scalable optimization pipelines for scheduling, routing, and resource allocation.
  • Translate AI lab and product requirements into robust optimization formulations (MILP / CP, heuristics).
  • Benchmark, validate, and stress-test optimization models with real-world datasets.
  • Develop heuristics and approximation methods for time-sensitive and large-scale workloads.
  • Collaborate with AI researchers and engineers to integrate optimization into production systems.
  • Document models, experiments, and workflows for reproducibility and reliability.
  • Why This Role Is Exciting

  • You’ll pioneer optimization pipelines that power AI systems in production.
  • You’ll apply cutting-edge mathematical programming techniques to high-impact, real-world problems.
  • You’ll collaborate on a high-impact effort at the intersection of optimization, AI, and large-scale engineering.
  • You’ll help shape how advanced optimization drives the next wave of AI research and applications.
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    Optimization Specialist • mumbai city, maharashtra, in

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