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Straive
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Data Scientist - Optimization

Data Scientist - Optimization

Straive

5 - 8 years

15 - 27 Lacs

Bengaluru

Posted:2 weeks ago| Platform:

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Skills Required

Cplex Pandas Gurobi PuLP Python Mathematical Modeling Operations Research Optimization Numpy Scikit-Learn Linear Programming

Work Mode

Work from Office

Job Type

Full Time

Job Description

Job Title: Data Scientist - Optimization

Design and build optimization models to support decision-making in scheduling, batch movement, or network planning
Translate real-world business rules and constraints into mathematical formulations
Develop and test optimization algorithms using solvers such as Gurobi, CPLEX, or Google OR-Tools
Work with historical and real-time data to validate and tune models
Collaborate with engineering, product, and business teams to integrate models into production environments
Present insights and trade-offs to both technical and non-technical stakeholders

Required Skills & Experience:

5+ years of experience in data science, with strong focus on optimization or operations research
Proficient in Python, relevant libraries and tools:

Optimization
: Pyomo, PuLP, OR-Tools, cvxpy
Data Science
: pandas, NumPy, scikit-learn, matplotlib/seaborn
Tools
: Gurobi: CPLEX, or Google OR-Tools

Hands-on experience with linear programming, mixed integer programming, or constraint programming
Ability to structure, clean, and analyze complex datasets
Strong communication skills for explaining technical models to diverse audiences

Preferred (Nice to Have):

Experience working on scheduling, routing, or supply chain optimization problems
Exposure to forecasting models or simulation-based decision support
Familiarity with deploying models into production environments or building APIs for model consumption
Background in applied mathematics, industrial engineering, computer science, or related fields

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