Interesting Job Opportunity: Principal Data Scientist - Python/Mathematical Optimization

10 - 13 years

0 Lacs

Posted:1 month ago| Platform: Linkedin logo

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Work Mode

On-site

Job Type

Full Time

Job Description

Title :

Principal Data scientist

Location :

Chennai or Bangalore

Experience :

10-13 years

Job Summary

We are seeking a highly skilled and techno-functional Optimization Specialist with 1013 years of experience in developing enterprise-grade optimization solutions and platforms. The ideal candidate will possess deep expertise in mathematical optimization, strong hands-on Python programming skills, and the ability to bridge the gap between technical and business teams. You will lead the design and deployment of scalable optimization engines to solve complex business problems across supply chain, manufacturing, pricing, logistics, and workforce planning.

Key Responsibilities

  • Design & Development : Architect and implement optimization models (LP, MILP, CP, metaheuristics) using solvers like Gurobi, CPLEX, or open-source equivalents.
  • Platform Building : Lead the design and development of optimization-as-a-service platforms with modular, reusable architecture.
  • Techno-Functional Role : Translate business requirements into formal optimization problems and provide functional consulting support across domains.
  • End-to-End Ownership : Manage the full lifecycle from problem formulation, model design, data pipeline integration, to production deployment.
  • Python Expertise : Build robust, production-grade code with modular design using Python, Pandas, NumPy, Pyomo/Pulp, and APIs (FastAPI/Flask).
  • Collaboration : Work with business stakeholders, data scientists, and software engineers to ensure solutions are accurate,
scalable, and aligned with objectives.
  • Performance Tuning : Continuously improve model runtime and performance; conduct sensitivity analysis and scenario modeling.
  • Innovation : Stay abreast of the latest in optimization techniques, frameworks, and tools; proactively suggest Skills & Qualifications :
  • Bachelors or Masters in Operations Research, Industrial Engineering, Computer Science, or related fields.
  • 1012 years of experience in solving real-world optimization problems.
  • Deep understanding of mathematical programming (LP/MILP/CP), heuristics/metaheuristics, and stochastic modeling.
  • Proficiency in Python and experience with relevant libraries (Pyomo, Pulp, OR-Tools, SciPy).
  • Strong experience building end-to-end platforms or optimization engines deployed in production.
  • Functional understanding of at least one domain : supply chain, logistics, manufacturing, pricing, scheduling, or workforce
planning.
  • Excellent communication skills able to interact with technical and business teams effectively.
  • Experience integrating optimization models into enterprise systems (APIs, cloud deployment, Qualifications :
  • Exposure to cloud platforms (AWS, GCP, Azure) and MLOps pipelines.
  • Familiarity with data visualization (Dash, Plotly, Streamlit) to present optimization results.
  • Certification or training in operations research or mathematical optimization tools.
(ref:hirist.tech)

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