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Senior Data Scientist with Linear programming, Oil & Gas

Pay
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Work setting
Remote — work setting source
Work setup in the employer’s posting: TELECOMMUTE
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Employment
Not stated

What you’ll work on

Full posting
  • Detect formulation errors, infeasibilities, unboundedness and poor scaling in models

  • Judge whether linear, non-linear or convex modeling fits each problem

  • Decide whether linear or non-linear programming suits a given problem

  • Propose actionable enhancements to models, methods and solution strategies

  • Record findings and recommended changes for stakeholders and technical teams

From the employer’s posting
Detect issues like formulation errors, infeasibilities, unboundedness, poor scaling, non-convexities, and inappropriate solver or method selection
Evaluate whether each problem uses the correct modeling approach, be it linear, non-linear, or convex formulation
Assess whether linear or non-linear programming methods are better suited to a particular problem
Propose clear and actionable enhancements to models, methods, and solution strategies
Record findings and recommended changes for both stakeholders and technical teams

Posting record

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Actively hiringFirst seen by us 2 days ago, still listed, and not a repost of an earlier posting.

Status in our records
Live
First seen by us
Nov 1, 20262 days ago
Recorded sightings
4
Last seen by us
Nov 4, 2026
Employer says posted
Oct 30, 2026

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How this job compares

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Day 2

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From 9,988 similar postings that came down. Coming down is not always a hire.

EPAM Systems is hiring

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Hiring record

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About the role

We file this job under Data Scientist, by the work the posting describes.

Data scientists use statistics and models to answer harder questions, such as whether a change worked, what demand will look like next quarter, or which customers are likely to leave.

Postings usually ask for Python or R, SQL, statistics, experiment design and common machine learning methods.

Unlike an ML engineer, a data scientist's main output is often an analysis or a first model, not software running inside a product.

US government figures for data scientists

Median yearly pay, May 2025
$120,230
Expected change, 2025 to 2035
34.6% more jobsagainst 3.5% for all jobs

Source: US Bureau of Labor Statistics, Occupational Employment and Wage Statistics (May 2025) and Employment Projections (2025 to 2035). Occupation code 15-2051.

Job description

View original posting ↗

We're looking for a Senior Data Scientist to evaluate existing model construction and implementation, pinpoint areas of weakness, and propose enhancements grounded in solid mathematical and operations research fundamentals. Responsibilities Detect issues like formulation errors, infeasibilities, unboundedness, poor scaling, non-convexities, and inappropriate solver or method selection Evaluate whether each problem uses the correct modeling approach, be it linear, non-linear, or convex formulation Assess whether linear or non-linear programming methods are better suited to a particular problem Propose clear and actionable enhancements to models, methods, and solution strategies Record findings and recommended changes for both stakeholders and technical teams Requirements Minimum of 3 years working in optimization, operations research, or applied mathematics Thorough understanding of Convex Optimization, covering convexity, duality, and optimality conditions Solid expertise in Linear Programming, covering formulation, simplex and interior-point methods, sensitivity analysis, and duality Strong grasp of Linear and Non-linear Programming, including their underlying theory, solution techniques, and constraints English language skills at B2 level or above Nice to have Experience within the Oil & Gas sector
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