AI Research Scientist - Machine Learning for Behavioral AI
Tasks
- Benchmark models against state of the art methods
- Build foundation models for generative and predictive learning
- Create scalable pretraining pipelines
- Curate and preprocess molecular and crystal datasets
- Deploy generative models for property conditioned design
- Design reinforcement learning strategies for synthesizable candidates
- Develop generative models for molecular design
- Embed generative design into LLM based multi agent systems
- Evaluate validity novelty uniqueness stability synthesizability
- Integrate first principles calculations into generative workflows
- Integrate physics informed reward signals
- Interface generative design modules with robotic workcells and characterization instruments
- Plan autonomous experiments using candidate generation
- Predict crystal structures using crystal structure prediction
- Run molecular dynamics simulations for candidate validation
- Train generative models for crystal structure generation
Perks/Benefits
- N/A
Skills/Tech-stack
3D conformers | ASE | Agent systems | Alignment | Autoregressive models | Computational Chemistry | Continuous Normalizing Flows | Crystal Structure Prediction | Crystallography | Deep learning | Density Functional Theory | Diffusion Models | Equivariant Neural Networks | Flow matching | Force Fields | Foundation Models | Gaussian | Generative Modeling | Geometric Deep Learning | Graph Neural Networks | Interatomic potentials | JAX | LAMMPS | Language Models | Large Language Models | Lattice Energy Ranking | Machine Learned Interatomic Potentials | Molecular Dynamics | Molecular graphs | Multi-Agent | Multi-Agent Systems | Neural Networks | Normalizing flows | OpenMM | Physics-informed learning | PyTorch | Python | RLHF | Reinforcement Learning | SMILES | Structure prediction | Transformer | VASP | Variational Autoencoders
Education
Related jobs
-
Senior Manager, Product Data Science USD 227K-326KAI Evaluation | Analytics | Data Engineering | Data Pipelines | Generative AISenior-level Full TimeUS-CA-Menlo Park11h ago
-
Staff Data Scientist USD 200K-240KA/B | A/B Testing | B testing | Causal Inference | Data Analysis401k match | Fertility benefits | Flexible time away | Hybrid work schedule | Medical/Dental/Vision insuranceSenior-level Full TimeCampus NYC21h ago
-
Staff Algorithm Engineer / Data Scientist USD 150K-180KData Mining | MATLAB | Machine Learning | Python | R401k plan | Dental insurance | Flexible spending account | Flexible work environment | Health savings accountSenior-level Full TimeSan Diego, CA, US1d ago
-
Senior Applied Scientist - Search USD 200KData Science | Embeddings | Fine Tuning | Hybrid search | Information Retrieval401k plan | Equity compensation | Health insurance | Hybrid work schedule | Paid time offSenior-level Full TimeNew York City R1d ago
-
Inference Intern USD 60K-142KC++ | Collective communication | Compilers | Consensus Protocols | Consistency modelsDaily meals | Direct mentorship | Housing support | Paid internshipEntry-level InternshipSan Jose1d ago
-
Data Visualization | Geospatial analysis | Git | Machine Learning | PythonHybrid work | Professional development investment | Work-life balance | Workplace inclusionSenior-level Full TimeIrvine, California, United States1d ago
-
Dashboards | Data Storytelling | Data Visualization | Document processing | Geospatial analysisHybrid work | Professional development | Work-life balanceSenior-level Full TimeLos Angeles, California, United States1d ago
-
Computer Scientist I USD 122K-150KASP Classic | C# | CSS | Django | HTML401k employer match | Dental insurance | Disability insurance | Flexible spending account | Health savings accountMid-level Full TimeEdwards AFB, CA, United States1d ago
-
Mid-level Full TimeKing George, VA, United States1d ago
-
Senior-level Full TimePennsylvania-Remote, United States R1d ago
-
Senior-level Full TimePennsylvania-Remote, United States R1d ago
-
AI & Data Solutions Architect USD 150K-200KAPI Integration | AWS | Apache Spark | Azure | CI/CDRemote work | Travel requiredSenior-level Full TimeSeattle, United States2d ago
-
Data Scientist I USD 108K-108KAlgorithm Development | Bioinformatics | Data Analysis | Database Management | Machine LearningPaid Parental Leave Benefit | Paid time off | Public Service Loan Forgiveness Qualified Employer | Tuition reimbursement | Wellness programsMid-level Full TimeTexas-Dallas-5323 Harry Hines Blvd2d ago
-
Account Security | Adversarial analysis | Anomaly Detection | Bias Mitigation | ClassificationSenior-level Full TimeMenlo Park, CA2d ago
-
AI Builder Intern USD 74K-111KAPI Integration | Anthropic API | Autogen | CrewAI | JavaScriptCommuter stipend | Comprehensive health dental and vision | Generous PTO | Learning and development stipend | Retirement benefitsEntry-level InternshipSan Francisco, CA; New York, NY2d ago
-
Audio Processing | Automatic gain control | Backend Infrastructure | C++ | Echo cancellationSenior-level Full TimeSan Francisco2d ago
-
Member of Technical Staff (AI Software Engineer, Agents) USD 220K-405KAI Evaluation | Browser technologies | CDP | Code Quality | Context engineeringSenior-level Full TimeSan Francisco2d ago
-
Scientist, Bioinformatics USD 135K-186KATAC-seq | Bioinformatics | Cell-type annotation | Clustering | Differential expressionMid-level Full TimePalo Alto, CA2d ago
-
Sr Data Scientist, Ads-Full-Funnel Agentic Intelligence USD 159K-247KMachine Learning | Python | R | SAS | SQLSenior-level Full TimePalo Alto, California, USA2d ago
-
C# | Combinatorics | Graph theory | MATLAB | NumPyPart time freelance projectSenior-level FreelanceNew York, New York, United States … R2d ago
-
MATLAB | NumPy | Pandas | Python | RPart-time project workSenior-level FreelanceMichigan, United States - Remote R2d ago
-
C# | Combinatorics | Computational statistics | Graph theory | MATLABFreelance project-based work | Part-time availabilitySenior-level FreelanceTexas, United States - Remote R2d ago
-
C# | MATLAB | NumPy | Numerical analysis | PandasFreelance opportunities | Part-time project-based workSenior-level FreelanceUnited States - Remote R2d ago
-
C# | MATLAB | NumPy | Pandas | PythonFreelance project-based work | Part-time flexible hoursSenior-level FreelanceFlorida, United States - Remote R2d ago
-
Lead - POC Data Science USD 200K-280KA/B | A/B Testing | Anomaly Detection | Apache Spark | B testing401k matching | Dental insurance | Flexible paid time off | Health and wellness stipend | Health insuranceSenior-level Full TimeUnited States R2d ago