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OR Consultant
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OR Consultant

Girija devi's profile picture
Posted by Girija devi
12 - 18 yrs
₹5L - ₹32L / yr
Bengaluru (Bangalore)
Skills
skill iconPython
Gurobi
Optimization
metaheuristic
MILP
CP
MIP
CPLEX
API

Role Overview

We are seeking a highly skilled Operations Research (OR) and Optimization Engineer to design and develop an intelligent crew rostering optimizer for rail operations. The role involves applying advanced optimization techniques—including metaheuristics and mathematical programming—to generate efficient, compliant, and cost-optimized crew schedules. The candidate will also develop production-grade Python code for the optimizer and expose it via APIs for integration with operational systems.

This role combines algorithm design, applied optimization, and production software development.


Key Responsibilities

Optimization Model Design & Development

  • Design and implement optimization models for rail crew rostering, considering operational, regulatory, and contractual constraints.
  • Apply appropriate optimization techniques such as:
  • Mixed Integer Linear Programming (MILP)
  • Constraint Programming (CP)
  • Metaheuristics (Genetic Algorithm, Simulated Annealing, Tabu Search, Large Neighborhood Search, etc.)
  • Hybrid OR + metaheuristic approaches for large-scale optimization
  • Model constraints including:
  • Duty time limits, rest rules, and labor regulations
  • Crew qualifications, route familiarity, and skill requirements
  • Shift continuity, fairness, and crew preferences
  • Coverage requirements and operational robustness
  • Develop objective functions to optimize for cost, utilization, fairness, robustness, and operational efficiency.

Algorithm Engineering & Performance Optimization

  • Design scalable and efficient optimization algorithms capable of handling real-world rail network scale.
  • Implement solution heuristics and decomposition strategies to improve performance.
  • Perform benchmarking, tuning, and performance optimization.

Python Development & API Integration

  • Develop modular, production-quality Python code for the optimization engine.
  • Expose optimizer functionality via REST APIs (using FastAPI, Flask, or similar frameworks).
  • Ensure clean architecture, modular design, and extensibility.
  • Package and deploy optimization services for integration with enterprise systems.

Integration & Deployment

  • Integrate optimizer with upstream data systems and downstream applications.
  • Support deployment in cloud or on-prem environments.
  • Ensure robustness, logging, monitoring, and error handling.

Validation & Continuous Improvement

  • Validate optimization outputs with domain stakeholders.
  • Improve algorithms based on real-world operational feedback.
  • Document models, assumptions, and system architecture.


Required Qualifications

Education

  • Master's or PhD in one of the following:
  • Operations Research
  • Industrial Engineering
  • Computer Science (with optimization focus)
  • Applied Mathematics
  • Transportation Engineering
  • Artificial Intelligence (with optimization focus)

Technical Skills

Optimization & Algorithms

Strong hands-on experience with:

  • Operations Research and optimization modeling
  • Metaheuristics such as:
  • Genetic Algorithms
  • Simulated Annealing
  • Tabu Search
  • Large Neighborhood Search
  • Variable Neighborhood Search
  • Mathematical programming techniques:
  • MILP, LP, CP

Experience with optimization tools such as:

  • OR-Tools
  • Pyomo
  • PuLP
  • Gurobi / CPLEX / CBC
  • OptaPlanner (optional)


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Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About Thomasmount Consulting

Founded :
2008
Type :
Products & Services
Size
Stage :
Profitable

About

ThomasMount is an Information Technology (IT) and Resource management company providing consulting solutions and highly skilled IT consultants to organizations involved in in-house or outsourced IT engagements. We are organized into three primary business divisions. Staffing Services is our flag ship division, offering IT staff augmentation to our clients. Our Solutions division offer clients one-stop answers to IT requirements, Project teams, Outsourcing capacity, Custom software development and Application hosting and infrastructure alternatives. Our Human Resource services division offers services in the areas of Recruitment Strategy Development The company is a led by value driven leaders who focus on delivering value to all the stake holders- Customers, Investors, Employees and the society. ThomasMount has a rapidly increasing workforce of dedicated cutting edge professionals who constantly upgrade themselves on technical, managerial and behavioral skills.
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