- Solver Development: Design and implement state-of-the-art LP, MILP (simplex, interior-point, branch-and-cut), NLP (SQP, interior-point), combinatorial, and QUBO/Ising solvers.
- Modeling: Develop mathematical model abstraction layers, DSLs, and flexible solver interfaces.
- Algorithm Research: Implement and benchmark advanced Branch-and-Bound/Cut, cutting plane, decomposition (Lagrangian, Benders, column generation), and metaheuristic techniques.
- HPC & Architecture: Design parallel/distributed solver architectures, implement GPU acceleration, and utilize HPC strategies (MPI).
- Performance: Develop rigorous benchmarking, profiling tools, and contribute to research publications and IP.
- Education: Master's or PhD in Mathematics & Computing, Mathematical Optimization, Operations Research, Applied Mathematics, or a related quantitative field.
- Theoretical Foundation: Strong foundation in Linear, Integer, Convex, and Numerical Optimization, plus graph/combinatorial algorithms.
- Experience: Hands-on experience with commercial or open-source solvers.
- Programming: Strong proficiency in C++, Python, Julia, or Rust for performance.
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Optimization Scientist - Bengaluru - QpiAI
Description
About QpiAI
QpiAI is a deep-tech company in AI, Optimization, HPC, and Quantum Computing, with the QpiAI-Opt platform delivering decision intelligence for critical industries.
Role Overview
Develop next-generation, high-performance optimization solvers, modeling systems, and advanced algorithmic frameworks for the QpiAI-Opt platform, solving large-scale, complex combinatorial and numerical optimization problems. Requires deep expertise in optimization theory, algorithm design, and scientific software development.
Key Responsibilities (Concise Summary)
Required Qualifications
Preferred Qualifications
Prior experience with optimization libraries, decomposition techniques (Column Generation, Benders), HPC/cloud deployment of systems, and quantum/quantum-inspired optimization.
Key Skills
Algorithm Design, Mathematical Modeling/DSL, High-Performance Scientific Computing, Performance Optimization, Solver Architecture.
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Optimization Scientist
Only for registered members Bangalore, Karnataka, India
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Optimization Scientist
Only for registered members Bengaluru
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Optimization Scientist
Only for registered members Bengaluru
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Optimization Scientist
Only for registered members Bengaluru, Karnataka
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Optimization Scientist
Only for registered members Bangalore, Karnataka, IN India,
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Associate Optimization Scientist
Only for registered members Bangalore, Karnataka, India
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Associate Optimization Scientist
Only for registered members Bengaluru
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Senior Optimization Scientist
Only for registered members Bengaluru, KA, IN,
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Senior Optimization Scientist
Only for registered members Bengaluru, KA, IN,
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Research Scientist, Machine Learning Optimization
Full time Only for registered members Bengaluru
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Research Scientist, Machine Learning Optimization
Only for registered members Bangalore, India
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Senior Data Scientist – Platform Optimization
Only for registered members Bengaluru, Karnataka
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Senior Data Scientist – Platform Optimization
Only for registered members Bengaluru
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Research Scientist, Machine Learning Optimization
Only for registered members Bengaluru
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Research Scientist, Machine Learning Optimization
Only for registered members Bengaluru East, Karnataka
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AI/ML Scientist(Operations research/Optimization/Simulation)
Only for registered members Bengaluru, Karnataka
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AI/ML Scientist(Operations research/Optimization/Simulation)
Only for registered members Bengaluru
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AI/ML Scientist(Operations research/Optimization/Simulation)
Only for registered members Bengaluru
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Data Scientist
Only for registered members Bengaluru, Karnataka
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Senior / Lead - Operations Research Scientist
Only for registered members Bengaluru