Senior AI Research Scientist (Model-based RL)
Tasks
- Apply constrained control
- Apply safe reinforcement learning methods
- Collaborate with engineers and partners
- Conduct scenario planning
- Define new research directions
- Design model based reinforcement learning agents
- Develop learned dynamics models
- Develop world models
- Document research findings
- Implement planning based controllers
- Lead rollout of research initiatives
- Mentor research engineers
- Present research results
- Translate research to production ready solutions
- Use Bayesian reinforcement learning
Perks/Benefits
- Company-provided laptop
- Dental insurance
- Flexible stipends
- Flexible work hours
- Fully remote
- Medical insurance
- Paid parental leave
- Training programs
- Unlimited paid time off
- Vision insurance
Skills/Tech-stack
Bayesian Reinforcement Learning | Cloud Computing | Constrained Control | Control Theory | Deep learning | Distributed Computing | Docker | GCP | Kubernetes | Learned Dynamics | Learned Dynamics Models | Model Free Reinforcement Learning | Model-based reinforcement learning | PyTorch | Python | Ray | Reinforcement Learning | Safe Reinforcement Learning | Scenario Planning | SciPy | World Models
Education
Related jobs
-
Senior Data Scientist - Machine Learning EUR 68K-88KApache Airflow | Apache Kafka | Apache Spark | CI/CD | DockerExtra paid time off | Hybrid work | Learning and development | MentorshipSenior-level Full TimeLisbon, Portugal R1d ago
-
Data Scientist - Machine Learning EUR 18K-23KCI/CD | Cloud platform | Git | Google Cloud | Google Cloud PlatformAdditional leave | Hybrid work | Learning and development | MentorshipMid-level Full TimeLisbon, Portugal R2d ago
-
Claude Code | Databricks | DeepEval | Hypothesis Testing | LLM-as-a-JudgeHybrid work | Personal development opportunities | Relocation support | Remote work | Stock optionsSenior-level Full TimePortugal R23d ago
-
Applied ML Scientist EUR 80K-108KA/B | A/B Testing | Airflow | B testing | Batch ProcessingHybrid work model | Remote work flexibilityMid-level Full TimePortugal - Lisbon - Hybrid R1mo ago