Network Optimization & AI/ML Engineer, IRIS2
Tasks
- Analyze trade offs across latency throughput availability fairness
- Apply machine learning for traffic prediction
- Build evaluation pipelines for optimization strategies
- Define objective functions constraints metrics data requirements
- Detect anomalies and mitigate failures
- Develop algorithms for dynamic satellite network scenarios
- Document mathematical models performance results and implementation guidance
- Formulate optimization problems for routing path selection
- Integrate algorithms into simulation and control workflows
Perks/Benefits
Skills/Tech-stack
Anomaly Detection | CPLEX | Combinatorial Optimization | Convex Optimization | Data Requirements | Distributed Network | Distributed Network Control | Experimental Design | Graph theory | Gurobi | Heuristics | Integer Programming | Linear Programming | Machine Learning | Metaheuristics | Network Control | Network flow | NumPy | OR-Tools | Optimization | Performance Modeling | PyTorch | Python | Queueing Theory | Reinforcement Learning | Routing Algorithms | SDN | Satellite Communications | SciPy | Series forecasting | Stochastic Processes | TensorFlow | Time Series | Time Series Forecasting | Traffic Engineering
Education
Bachelor of Engineering | Bachelor of Science | Master of Engineering | Master of Science | PhD
Related jobs
-
AWS | Agentic AI | Amazon Bedrock | Data Engineering | ETLAfterwork events | Four-day workweek | Limited travel | Offsites | Paid AWS certificationsSenior-level Full TimeHamburg3h ago
-
Automation | Azure | Azure Data | Azure Data Explorer | CSVCollaborative global working environment | Cross-functional collaboration | Exposure to large scale security telemetry | Opportunity to work in regulated financial services environment | Professional growthMid-level Full TimeGermany R6h ago
-
Working Student Data Engineer (m/f/d) EUR 38K-39KAWS | Apache Airflow | Confluence | DBT | Data PipelinesDeutschland-Ticket subsidy | Employee development budget | Flexible working hours | Fresh fruit | Home officeEntry-level Part TimeBerlin, Berlin, Germany20h ago
-
AI Solutions Engineer EUR 75K-125KCloud Run | Cloud platform | Docker | Generative AI | Google CloudSenior-level Full TimeMunich21h ago
-
AWS | Azure | Backend Development | Cloud Architecture | Data EngineeringFlexible working hours | Hybrid work | Training and developmentMid-level Full TimeFreiburg im Breisgau, Baden-Württemberg, Germany21h ago
-
Werkstudent KI & Data Science (m/w/d) EUR 12K-18KCloud Run | Docker | GCP | Git | JavaAgile work environment | Career growth | Coffee and water flat | Employee discount | Flexible workingEntry-level Part TimeMünster, NRW, Germany21h ago
-
Roboticis, Control Systems Engineer (m/f/d) EUR 65K-98KBode Plot | Box Modeling | C plus plus | Closed Loop | Closed loop controlAccident Coverage | Commuting Stipend | Corporate bike program | Flextime | On-site refreshmentsSenior-level Full TimeGermany23h ago
-
Agent workflows | DPO | Debugging | Distributed Systems | EvaluationCollaborative cross-functional environment | Exposure to cutting edge LLM research and production systems | Mentorship and knowledge-sharing | Opportunity to work on high impact healthcare AI systemsSenior-level Full TimeGermany1d ago
-
Senior-level Full TimeBerlin, Germany; Frankfurt, Germany; Munich, Germany R1d ago
-
Data & Machine Learning Engineer (All genders) EUR 49K-67KAWS | Airflow | DBT | Data Drift | Data Drift DetectionMid-level Full TimeMunich1d ago
-
API Design | Artificial Intelligence | Data integration | ERP | Industrial AutomationMid-level Full TimeMunich1d ago
-
Forward Deployed Engineer – Gen AI (m/w/d) EUR 47K-47KAPIs | Agent Development Kit | Agent systems | Agentic Workflows | Artificial Intelligence30 days vacation | Corporate benefits | Hybrid working | International career opportunities | JobradMid-level Full TimeMünchen, BY, Germany1d ago
-
Forward Deployed Engineer – Gen AI (m/w/d) EUR 47K-47KAPIs | Agent systems | Agentic AI | CI/CD | Cloud Computing30 days vacation | Corporate benefits | Hybrid working | International career opportunities | JobRad benefitMid-level Full TimeFrankfurt am Main, HE, Germany1d ago
-
AI / ML Lead Consultant (m/w/d) EUR 75K-85KAPIs | CI/CD | Cloud platform | Computer Vision | DBTCorporate benefits | Employee referral bonus | Hybrid working | International career opportunities | JobradSenior-level Full TimeFrankfurt am Main, HE, Germany1d ago
-
AI / ML Lead Consultant (m/w/d) EUR 75K-85KAPI | CI/CD | Cloud platform | Computer Vision | DBTCorporate benefits | Employee referral bonuses | Hybrid working | International career opportunities | JobradSenior-level Full TimeMünchen, BY, Germany1d ago
-
Embedded Software-Entwickler (m/w/d) EUR 50K-66KC++ | CI/CD | Device Drivers | Embedded Linux | Linux KernelCompany pension | Flexible working hours | Free parking | Gleitzeit | Good public transport accessSenior-level Full TimeBerlin, Berlin, Deutschland1d ago
-
R&D Engineer – AI Integration (m/f/d) EUR 54K-75KAWS | Azure | C++ | Chunking Strategies | DVCAgile team collaboration | Opportunity to lead sub projects | Technical documentation opportunitiesSenior-level Full TimeMunich, Germany1d ago
-
Werkstudent KI & Data Science (m/w/d) EUR 12K-18KAgile | Cloud Run | Cloud platform | Docker | GitCompany bike | Employee discount | Flexible work | Open team culture | Public transport discountEntry-level Part TimeMünster, NRW, Germany1d ago
-
Alerting | Anomaly Detection | Automated testing | Back Testing | CI/CDAnnual L and D budget | Corporate pension scheme | Paid time off | Referral bonus | SabbaticalSenior-level Full TimeBerlin, Germany1d ago
-
AI Agents | API | AWS Bedrock | Access Control | AirflowAsynchronous collaboration model | Flexible parental leave | Fully remote work | International distributed team | Mental health supportSenior-level Full TimeGermany R1d ago
-
CD | CI | CI/CD | ClickHouse | Cloud ComputingAccess to modern tools | Autonomy | Fully remote | International collaboration | Learning and professional developmentMid-level Full TimeGermany R1d ago
-
API | API Development | AWS | Agentic AI | CI/CDAdditional unpaid leave | Corporate benefits | Flexible working hours | Health benefits | Job ticket subsidySenior-level Full TimeMönchengladbach - Santander-Platz, Germany1d ago
-
Senior Applied Scientist (Algorithmic Pricing) - Pricing, Traffic & Trading Tech (All Genders) EUR 74K-100KCausal Inference | Databricks | Deep learning | Forecasting | Gradient boostingEmployee discounts | Employee stock program | Family support | Health and wellbeing benefits | Hybrid workSenior-level Full TimeBerlin, Germany1d ago
-
Apache Beam | Apache Flink | Apache Hadoop | Apache Kafka | Apache SparkFamily services | Health and wellbeing options | Hybrid working | Mental health support and coaching | Paid volunteering daysSenior-level Full TimeBerlin, Germany R1d ago
-
Machine Learning Engineer EUR 80K-88K3D Reconstruction | CI/CD | Computer Vision | Deep learning | Depth EstimationSenior-level Full TimeDEU Unterschleissheim, Germany - WR1d ago