HPE Labs - Postdoctoral Research Scientist: Generative AI for Photonic and Analog Electronic Design Automation
Diegem, Flemish Brabant, Belgium
EUR 37K-37K (estimate) Mid-level Full Time
Tasks
- Build surrogate modeling techniques
- Collaborate on algorithm hardware co design
- Conduct generative AI research for photonic and analog EDA problems
- Develop inverse design methods
- Generate photonic and analog layouts
- Perform constraint aware optimization
- Prototype reproducible benchmarking pipelines
- Publish research results
- Validate models on real hardware and datasets
Perks/Benefits
- Flexible work arrangements
- Health and wellbeing benefits
- Hybrid work model
- Inclusive culture
- Professional development programs
- Remote friendly flexibility
Skills/Tech-stack
Algorithm hardware co-design | Bayesian optimization | Benchmarking | Co-design | Constraint Aware Optimization | Deep learning | Diffusion Models | Evolutionary Algorithms | Flow-based models | Generative AI | Gradient-based optimization | Hardware co-design | In-Memory Computing | In-memory) | Inverse design | JAX | Language Models | Large Language Models | Layout generation | Machine Learning | Monte Carlo | Monte Carlo Methods | Neuromorphic Computing | ODE Solvers | Optical computing | PDE solvers | Physics-informed machine learning | PyTorch | Reinforcement Learning | Software development | Surrogate modeling | TensorFlow
Education
Related jobs
-
Senior Data Scientist - GenAI EUR 60K-80KAPI Development | Agent systems | Agentic AI | Anthropic API | BenchmarkingConference opportunities | Flexible international collaboration | Thought leadership opportunities | TrainingSenior-level Full TimeBrussels-Capital, Belgium13h ago
-
Principal Scientist Manufacturing Statistics EUR 75K-118KBayesian Methods | Bayesian optimization | Chemometrics | Data Governance | Design of ExperimentsCareer development | Continuous training | Health care services | Meal vouchers | On site sport accommodationsSenior-level Full TimeBE009 Turnhoutseweg 30, Belgium1d ago
-
Senior-level Full TimeGent, Belgium9d ago
-
Senior-level Full TimeDeerlijk, BE12d ago
-
Senior Data Scientist EUR 48K-78KCausal Inference | Counterfactual reasoning | Data Analysis | Data Wrangling | Difference-in-differencesCareer progression support | Hybrid working model | In-house training programs | Online learning resources | Supportive work environmentSenior-level Full TimeBrussels, Belgium (BE75)13d ago
-
Data Analytics Scientist EUR 52K-80KAgile | Confluence | Data Quality | Electronic lab notebooks | Generative AIInclusive work environmentMid-level Full TimeBE009 Turnhoutseweg 30, Belgium14d ago
-
Senior Consultant in Data science EUR 28K-28KArtificial Intelligence | Big Data | Business Analysis | Constraint Optimization | Data ModelingDiversity and inclusion focus | Employee well-being initiatives | Hospital insurance | Mobility budget | Performance-related bonusEntry-level Full TimeBrussels, Belgium14d ago
-
Consultant in Data Science EUR 28K-28KArtificial Intelligence | Big Data | Constraint Optimization | Data Processing | EconometricsDiversity and inclusion focus | Employee well-being initiatives | Hospital insurance | Mobility budget | Performance-related bonusEntry-level Full TimeAntwerp, Belgium14d ago
-
Consultant in Data Science EUR 28K-28KArtificial Intelligence | Big Data | Data Processing | Econometrics | ForecastingCorporate social responsibility actions | Diversity and inclusion | Employee well-being | Hospital insurance | Mobility budgetEntry-level Full TimeBrussels, Belgium14d ago
-
Data Scientist (Timeseries) | Automotive EUR 28K-54KAWS | Azure | Deep learning | Git | High PerformanceAutonomy and goal setting | FlexAbroad work abroad | Learning platform accessMid-level Full TimeDiegem, BE16d ago
-
PhD in Computer Science EUR 42K-61KComputational Epidemiology | Epidemiological modeling | Explainable AI | Machine Learning | Probabilistic ModelingAnnual leave | Bike commute compensation | Campus restaurant meals discounts | Discount on holiday camps | Discounts via Benefits WorkEntry-level Full TimeElsene, BE16d ago
-
Data Scientist - Banking EUR 51K-77KAgentic Applications | DVC | Data Analysis | Deep learning | Exploratory Data AnalysisAdditional allowances | Career development | Company car | Phone allowance | Training programsSenior-level Full TimeBruxelles, Belgium16d ago
-
Data Scientist - Banking EUR 56K-80KDVC | Data Analysis | Deep learning | Exploratory Data Analysis | Fine TuningAdditional allowances | Company car | IPhone | Training opportunitiesSenior-level Full TimeBruxelles, Belgium18d ago
-
Algorithm hardware co-design | Bayesian optimization | Co-design | Constraint Optimization | Diffusion ModelsFlexible work arrangements | Health and wellbeing benefits | Hybrid work schedule | Professional development programsMid-level Full TimeDiegem, Flemish Brabant, Belgium21d ago
-
Senior Data Scientist EUR 57K-78KAgentic AI | Agile | Fine Tuning | Generative AI | Image GenerationFlexible work arrangements | Lean process culture | Open communicationSenior-level Full TimeGhent and/or Brussels23d ago
-
Financial Risk Modeler - Data Scientist EUR 38K-47KBacktesting | MATLAB | Machine Learning | Model Validation | Monte CarloFlexible rewards plan | Flexible work arrangements | Health benefits | Hybrid workplace | Insurance opportunitiesEntry-level Full TimeZaventem25d ago
-
Consultant, Data science for public policies EUR 61K-93KAzure | Causal Inference | Cloud Platforms | Cloud Platforms (AWS | Data ScienceAttractive workplace | Development support | Flexible work | Inclusive culture | Long-term perspectiveEntry-level Full TimeBrussels, Belgium28d ago
-
Data Visualization | Data Wrangling | Git | GitHub | Machine LearningMentoring | Monthly Belgian phone subscription | Monthly transportation allowance | Paid internship | TrainingEntry-level Full Time InternshipBelgium (Policy Consulting)1mo ago
-
Senior Consultant in Data science EUR 47K-60KAI | Big Data | Machine Learning | Operations Research | StatisticsDiversity and inclusion | Performance bonus | Training opportunitiesSenior-level Full TimeAntwerp, Belgium1mo ago
-
Consultant in Data Science EUR 28K-28KArtificial Intelligence | Data Analysis | Data Processing | Machine Learning | Operational ResearchDiversity and inclusion | Employee well-being | Hospital insurance | Mobility budget | Performance bonusEntry-level Full TimeBrussels, Belgium1mo ago
-
Senior Consultant in Data science EUR 28K-28KArtificial Intelligence | Big Data | Data Analysis | Data Modeling | Machine LearningDiversity and inclusion | Health insurance | Mobility budget | Performance bonus | Training opportunitiesEntry-level Full TimeBrussels, Belgium1mo ago
-
Consultant in Data Science EUR 28K-28KAI | Big Data | Data Processing | Machine Learning | StatisticsDiversity and inclusion | Employee well-being | Health insurance | Performance bonus | Training opportunitiesEntry-level Full TimeAntwerp, Belgium1mo ago
-
Data Scientist - Supply Chain Solutions-Remote EUR 36K-48KAWS | Classification | Databricks | LSTM | Machine LearningMid-level Contract Full TimeBelgium - Remote R1mo ago
-
Data Scientist Python AI EUR 26K-60KData Analysis | Data Pipeline Development | Data pipeline | Language Models | Language ProcessingMid-level Full TimeBrussels, Brussels, Belgium1mo ago