Senior Engineer, AI/ML 5G NTN Modelling & Optimization, IRIS2
Tasks
- Assess technical requirements and acceptance criteria
- Define datasets and validation criteria
- Develop AI ML algorithms for 5G NTN orchestration
- Evaluate KPIs and benchmarking results
- Formulate multi objective multi constraint optimization
- Model RF and 5G system constraints
- Simulate optimization algorithm performance
- Support RFP and RFQ technical studies
- Translate resource management problems into optimization models
- Validate models under nominal and degraded scenarios
Perks/Benefits
Skills/Tech-stack
3GPP | 5G | 5G NTN | Anomaly Detection | Capacity Planning | Clustering | Constraint Programming | Energy Efficiency | Fairness | Graph optimization | Integer Programming | Interference modeling | KPIs | Latency | Linear Programming | Link budget | MATLAB | Machine Learning | Metaheuristics | Multi-Objective Optimization | Non-Linear | Non-linear programming | Objective optimization | Optimization | Python | QoS | Radio Frequency | Reinforcement Learning | Resource allocation | SLA | Scientific Computing | Simulation | Statistical modeling | Supervised Learning | Throughput
Roles
AI | AI/ML Engineer | Engineer | ML Engineer | Optimization Engineer
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