Senior Software Engineer - Optimization
Brussel, Brussels, Belgium
EUR 110K-168K (estimate) Executive-level Full Time
Tasks
- Add monitoring and observability for optimization systems
- Apply reinforcement learning to optimization
- Build mathematical optimization engines
- Build scalable solver compilers
- Create benchmarks and evaluate performance
- Create natural language interfaces for scenario simulation
- Design constraint models and objectives
- Design distributed optimization solvers
- Develop Python APIs for optimization models
- Develop metaheuristics for feasible solutions
- Develop robust Python packages and APIs
- Implement multi objective optimization with Pareto frontier
- Implement test suites
- Integrate optimization with large language models
- Model real world problems as constraint programming
Perks/Benefits
- Additional holidays
- Equity
- Group insurance
- Health insurance
- Internet allowance
- Meal vouchers
- Performance bonus
- Transportation coverage
Skills/Tech-stack
API Design | CPLEX | Choco | Constraint Programming | Constraint Satisfaction | Convex Optimization | Distributed Optimization | Gurobi | Integer linear programming | Language Models | Language Processing | Large Language Models | Linear Programming | Metaheuristics | Mixed Integer | Mixed-Integer Linear Programming | Monitoring | Natural Language | Natural Language Processing | OR-Tools | Observability | Operations Research | Optimization Solvers | Pareto Frontier | Python | Reinforcement Learning
Education
N/A
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