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Modeling production planning problems with capacities, costs, and shift plans for industrial decision infrastructure. Deep applied mathematics, discrete optimization, and MILP/CP experience required. Hardware of choice, AI tooling budget, sports membership.
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Anforderungen
- Deep applied mathematics: discrete optimization, algorithm design, algebra
- Industry modeling and shipping optimization (MILP, CP)
- Knowledge of method and solver limits (CP-SAT, Gurobi)
- Experience running optimization workloads in production
- Production-quality Python: tests, types, review, profiler
- Fast and correct numerical code, including model-solver interaction
- Understanding customer problems and data
- Teamwork experience
- German at C1 or better
- Fluent English
- NRW-based or willing to work hybrid
- Sparse or tensor numerics at scale (nice to have)
- Compiler, DSL or type-system work (nice to have)
- Performance work on numerical or compiled code (nice to have)
- Solver internals (nice to have)
- Deploying and scaling solver workloads (nice to have)
- Production planning, supply chain or logistics domain knowledge (nice to have)
- Structured and action-oriented
- Prioritization of product deadlines over research freedom
- Preference for measuring over rewriting engines
- Willingness to work outside own abstraction
- Acceptance of data work as part of the role
- Proactive task engagement
Aufgaben
- Model real customer problems
- Define engine capabilities and limitations
- Model planning problems including capacities, costs, lead times, and shift plans
- Process data from ERP and Excel exports
- Catch invalid data before customers do
- Generate answers people can act on
- Explain model improvements and defend them
- Provide usable output for impossible scenarios
- Identify colliding rules and costs to change them
- Scale models across sites, periods, and constraints
- Ensure concurrent customer problem solving
- Build, ship, and run features in production
Berufserfahrung
Ausbildung
Sprachen
Tools & Technologien
Benefits
- Hardware of your choice
- AI tooling budget
- Sports membership
- Deutschland-Ticket
Von Nejo automatisch aufbereitet
Nejo hat diesen Job automatisch von der Website des Unternehmens Circonomit erfasst und die Informationen auf Nejo mit Hilfe von KI für dich aufbereitet. Trotz sorgfältiger Analyse können einzelne Informationen unvollständig oder ungenau sein. Bitte prüfe immer alle Angaben in der Originalanzeige! Inhalte und Urheberrechte der Originalanzeige liegen beim ausschreibenden Unternehmen.
Zur Originalanzeige bei CirconomitÜber das Unternehmen
Circonomit builds the strategic twin of organizations by transforming operational data into clear impact models, revolutionizing resource management and decision-making.
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