Data Scientist
Summary
Key Responsibilities
Formulate complex optimization problems (nonlinear nonconvex stochastic constrained multi-objective).
Build advanced optimization pipelines using:
o SciPy Optimize PySwarms mystic pymoo Bayesian Optimization.
Develop custom complex solvers and hybrid algorithms leveraging open-source optimization frameworks.
Implement objective functions constraint models surrogate models and penalty formulations.
Integrate optimization techniques into ML workflows (hyperparameter tuning black-box optimization surrogate modeling).
Conduct convergence sensitivity robustness and stability analysis of optimization methods.
Scale optimization systems using Python distributed computing and numerical acceleration.
Communicate complex mathematical concepts to cross-functional audiences.
Required Qualifications
Masters/PhD in Operations Research Applied Mathematics Computer Science Engineering or related quantitative field.
Expertise in nonlinear global evolutionary and multi-objective optimization (e.g. NSGA-II/III CMA-ES DE).
Strong knowledge of Bayesian Optimization and Gaussian Process modeling.
Deep mathematical foundation (numerical methods probability linear algebra).
Proficiency in the Python scientific ecosystem (NumPy SciPy pandas scikit-learn).
Demonstrated ability to design custom solvers for high-dimensional ambiguous or poorly behaved optimization landscapes.
Recommended Jobs
Chief Executive Officer - To $125K Plus Bonus - Chicago, IL - Job # 2075
Chief Executive Officer – To $125K Plus Bonus – Chicago, IL – Job # 2075 Who We Are The Symicor Group is a boutique talent acquisition firm based in Lincolnshire, IL & Rockport, TX. Our nationally u…
Parts Specialist
VIVO is a U.S. based company that designs, manufactures, and supplies a diverse selection of products across multiple unique product markets. We desire to create functional solutions that fit unsolve…
Physician OB/GYN - Kelsey-Seybold - Memorial City
Explore opportunities with Kelsey-Seybold Clinic, part of the Optum family of businesses. Work with one of the nation’s leading health care organizations and build your career at one of our 40+ loca…
RN - Cardiac
Overview: As a member of the interdisciplinary team, contributes professional nursing knowledge and skills in the provision and management of care to patients through the application of the nursing pr…
Field Service Engineer - Automation Industry
For those who’d rather be on the move than behind a desk. We’re opening our 2026 hiring pipeline now for curious, adaptable problem-solvers who love travel, hands-on work, and being part of a team…
PUBLIC SERVICE ADMINISTRATOR, OPT. 1- ASSISTANT OPERATIONS OFFICER
We continually strive for a workforce that reflects the growing diversity within the State of Illinois. A variety of employee backgrounds, perspectives, ideas and experiences are crucial to our abi…
Quality Inspector
Dynomax Inc., a leader in precision machining, injection molding, and tooling, is seeking a meticulous and detail-oriented Quality Inspector to join our Quality Assurance team. This role focuses on en…
NetSuite Principal Consultant
Do you have NetSuite consulting experience, and are you seeking a new role for a growing North American Alliance Partner? If so, we'd love to hear from you! Vursor is looking for a skilled NetSui…
Transportation Manager I
Overview: The Transportation Manager effectively manages the dedicated fleet operations and has full P&L responsibility. In addition, they will exceed customer expectations and develop additional bu…
Automotive Parts Counter Person
Parts Counter Person Woodfield Nissan is looking to hire an EXPERIENCED PARTS COUNTER PERSON. Automotive Parts experience is preferred but will train the right person. Responsibilities : An…