Postdoc - Theory-in-the-loop of Autonomous Experiments for Materials-by-Design
Oak Ridge, TN, US, 37830
USD 115K-143K (estimate) Mid-level Full Time
Tasks
- Collaborate across interdisciplinary teams and research themes
- Design develop and validate physics informed AI ML models using electronic structure spectroscopy features to control materials growth
- Develop AI ML approaches to bridge length and time scales in simulations
- Develop HPC workflows for multi fidelity simulations to predict and interpret structural and electronic characterization techniques
- Develop and train agentic AI tools to control simulation and or experiments
- Develop physics informed AI ML surrogate models for inverse design of new materials and processes using multi modal datasets
- Ensure environment safety health and quality compliance
- Present and report research results and publish in peer reviewed journals
Perks/Benefits
- Educational assistance
- Flexible work hours
- Generous vacation and holidays
- Medical plans
- On-site fitness
- Parental leave
- Relocation assistance
- Retirement plans
Skills/Tech-stack
Ab Initio | Ab initio methods | Agentic AI | Artificial Intelligence | Automation | Deep learning | Diagram modeling | Force Field | Force Field Modeling | High Performance | High-Performance Computing | Inverse design | Kinetic Monte Carlo | Machine Learning | Materials discovery | Monte Carlo | Multimodal Data | Performance Computing | Phase Diagram Modeling | Phase Field Modeling | Phase-field | Physics-Based Modeling | Physics-informed machine learning | Quantum materials | Surrogate modeling | Tight Binding
Education
Related jobs
-
Senior-level Full TimeAlpharetta, GA, United States6h ago
-
Grid Analytics Researcher USD 86K-134KAPIs | Anomaly Detection | CAISO | Capacity expansion | Capacity expansion modeling401k employer match | Accident insurance | Commuter benefits | Education assistance | Fitness subsidyMid-level Full TimeHOUSTON(USA), HOUSTON, United States / US10h ago
-
AI Specialist - Product and Applied Research USD 178K-235KArtificial Intelligence | C++ | Computer Vision | Data Mining | Data RegressionMid-level Full TimeMenlo Park, CA | New York, …12h ago
-
Research Scientist USD 209K-240KBayesian Modeling | Causal Inference | Data Analysis | Data Visualization | Decision ProcessesEntry-level Full TimeSan Francisco, CA12h ago
-
Mid-level Full TimeMenlo Park, CA12h ago
-
Junior Data Scientist USD 87K-101KA/B | A/B Testing | B testing | Classification | Data Analysis401k employer match | Childcare reimbursement | Company events | Company-paid parking | Comprehensive health coverageEntry-level Full TimeSan Diego, CA, United States23h ago
-
Data Scientist, Underwriting USD 190K-300KA/B | A/B Testing | B testing | Causal Inference | Data Analysis401k | Commuter benefits | Employee assistance program | Free Lunches | Medical, dental, and vision insuranceMid-level Full TimeSan Francisco, CA1d ago
-
Senior Data Scientist - Alt Defense USD 263K-322KApache Airflow | Apache Hive | Apache Spark | Causal Inference | Deep learningEquity compensation | Health benefitsSenior-level Full TimeSan Mateo, CA, United States1d ago
-
Senior Data Scientist USD 200K-240KAWS | Heuristics | Machine Learning | Optimization | Pandas401k match | Flexible PTO | Flexible spending accounts | Medical, dental, vision plans | Teladoc HealthSenior-level Full TimeNew York City, New York1d ago
-
Data Scientist USD 135K-145KAWS | Azure | BI tools | Cause analysis | Clustering401k retirement plan | Employee development stipend | Holiday break | Medical/Dental/Vision insurance | New York office accessEntry-level Full TimeRemote (United States) R1d ago
-
Associate - Data & Analytics Analyst USD 73K-96KAgile | Azure | Cloud platform | Data analytics | Google Cloud401k matching | Career development | Commuter benefits | Dental insurance | Employee assistance programMid-level Full TimeNew York, NY, United States1d ago
-
Research Scientist, AI Controls and Monitoring USD 197K-246KAnomaly Detection | DPO | Generative AI | Interpretability | Machine LearningCommuter stipend | Comprehensive health, dental and vision coverage | Generous PTO | Learning and development stipend | Retirement benefitsSenior-level Full TimeSan Francisco, CA; New York, NY1d ago
-
Intern - Automation and Machine Learning Engineer USD 54K-106KAnomaly Detection | Data Modeling | Data Pipelines | Data integration | Deep learningNetworking events | Professional development activities | Team-building activitiesEntry-level Full Time InternshipSherman, TX, United States1d ago
-
Senior Staff Marketing Data Scientist, AI Enablement USD 185K-212KAgent Based Workflows | Agent-based | Automation | Causal Inference | ComplianceSenior-level Full TimeUnited States1d ago
-
APIs | Agile | Code review | Data Analysis | Machine LearningMentorship | Remote workEntry-level Apprenticeship ContractRemote (United States) R1d ago
-
Risk Management - Data Scientist Associate USD 173K-210KAgile | Auto-GPT | Data Pipelines | Deep learning | Drift monitoringBackup childcare | Financial coaching | Health care coverage | Mental health support | Onsite health and wellness centersMid-level Full TimeJersey City, NJ, United States1d ago
-
Senior Computational Biologist – Target ID USD 151K-230KAgentic Workflows | Causal Inference | Cloud Computing | Data integration | EHRBonus | Comprehensive benefits package | Equity compensationSenior-level Full TimeNew York, New York; Salt Lake …1d ago
-
Senior Staff Engineer - Data Scientist USD 150K-190KAmazon Web Services | Anomaly Detection | Apache Airflow | Apache Kafka | Apache SparkContract-to-hire | Remote work | Travel opportunitiesSenior-level Full TimeRemote, REMOTE, United States R1d ago
-
Data Scientist (Hybrid) USD 73K-138KClustering | Data Engineering | Data Visualization | Hypothesis Testing | Machine Learning401k | Dental insurance | Medical insurance | Paid time off | Short Term Incentive ProgramEntry-level Full TimeNorth Chicago, IL, United States1d ago
-
Consumer Product Data Scientist USD 114K-221KBig Data | Customer Retention | Customer churn | Dashboards | Data AnalysisSenior-level Full TimeWashington, DC1d ago
-
Senior Data Scientist USD 156K-224KApache Spark | Backtesting | Bayesian Methods | BigQuery | Data ProcessingSenior-level Full TimeUS-CA-Menlo Park1d ago
-
Anatomic pathology | Artificial Intelligence | Clinical Pathology | Computational Pathology | Digital PathologyMid-level Full TimePhiladelphia, PA1d ago
-
Data Scientist - TikTok Integrity and Safety (San Jose) USD 150K-240KA/B | A/B Testing | Anomaly Detection | B testing | Causal InferenceMid-level Full TimeSan Jose, California, United States1d ago
-
AI Research Scientist, Audio-Visual Understanding, FAIR USD 147K-208KAudio Visual | Audio-Visual Learning | Computer Vision | Data Analysis | Deep learningMid-level Full TimeMenlo Park, CA | New York, …1d ago
-
3D Pose Estimation | 3D Reconstruction | C++ | Computer Graphics | Computer VisionEntry-level InternshipBellevue, WA | Menlo Park, CA …1d ago