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.
Fusion HCR is Hiring!!! Position Title: Sr. Workday Technology Initiatives Analyst Location: Las Vegas, NV (Hybrid Preferred) Open to llinois, Indiana, Iowa, Kansas, Louisiana, Mississippi, Missouri, Nevada, Ohio, and Pennsylvania. Employment Type: Contract...
...Position Summary We are seeking a motivated and skilled Construction Supervisor to oversee day-to-day field operations across underground and aerial telecommunications construction projects. This frontline leadership role is responsible for managing in-house and subcontractor...
...Permanent), in Multiple Locations Expires at: 2026-04-10 Remote policy: Full remote Location: Remote (U.S. Based Preferred... ...) About the Role EKD Strategies is hiring a remote Data Analyst to support our growing data and reporting needs. Youll manage...
Motor Mechanic Apprentice Job Opportunity Are you a mechanically minded problem solver eager to grow in your career? On behalf of our long-standing manufacturing client we are seeking an enthusiastic and dependable Motor Mechanic Apprentice . This is a unique opportunity...
...Logistics & Supply Chain Manager Location : Remote (must be based in the United States) About Maria Nila Maria Nila is a family-owned Swedish haircare brand, driven by sustainability and innovation. As a certified B Corp, we create 100% vegan and cruelty-free...