Senior Data Scientist – Manufacturing Intelligence, Machine Learning & AI
Tasks
- Analyze real time and historical manufacturing data sources
- Build APIs and decision support tools for plant teams
- Build machine learning and statistical models for manufacturing anomaly detection
- Collaborate with data engineering platform and software teams to productionize solutions
- Create and validate features from factory sensor and machine data
- Create reusable semantic data models and consistent manufacturing metrics
- Deploy and monitor models for drift and performance
- Design streaming data workflows for near real time analytics
- Detect equipment health issues using process monitoring
- Develop dashboards alerts and explainability views
- Develop manufacturing quality prediction models
- Implement MLOps for experiment tracking model versioning and monitoring
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Autoencoders | BigQuery | Classification | Cloud Functions | Cloud Run | Cloud Storage | Clustering | Dash | Data Drift | Data Drift Detection | Dataflow | Drift Detection | Experiment tracking | FastAPI | Feature Engineering | Forecasting | Grafana | Isolation Forest | Isolation forests | Kafka | Looker | Machine Learning | Mahalanobis Distance | Model Deployment | Model Drift | Model Drift Detection | Model Explainability | Model Monitoring | Model versioning | Mqtt | NumPy | Pandas | Power BI | Process control | Process optimization | Pub/Sub | PyTorch | Python | Regression | Retraining | SQL | SciPy | Scikit-learn | Semi-Supervised Learning | Semi-supervised | Series analysis | Statistical Process Control | Statistical modeling | StatsModels | Streamlit | Supervised Learning | TensorFlow | Time Series | Time Series Analysis | Unsupervised Learning | Vertex AI | XGBoost
Education
Roles
Regions
Countries
States
Related jobs
-
Featured Feat. Associate Director, Data Labs USD 167K-167KAWS | Cloud Computing | Compute Infrastructure | Data Analysis | LLM GovernanceConference speaking opportunities | Hybrid work schedule | Media appearancesSenior-level Full TimeWashington, District of Columbia, 20004, United … R5h ago
-
Data Scientist, Product Analytics USD 178K-204KArtificial Intelligence | Data Mining | Experimentation | Forecasting | Key Performance IndicatorsMid-level Full TimeSunnyvale, CA | Menlo Park, CA … R7h ago
-
Staff Data Scientist, Ads Delivery USD 164K-339KApache Spark | Causal Inference | Experimentation | Machine Learning | PredictionSenior-level Full TimeSeattle , WA, US; Remote, US R15h ago
-
Data Scientist / ML Engineer USD 170K-210KAWS | Azure | Bias Evaluation | Cloud Computing | Cloud platformFlexible working hours | Remote workSenior-level Full TimeNew York, NY, US, Remote R20h ago
-
Senior Quantitative Scientist, Commercial-Facing USD 141K-212KBiostatistics | CPT | Data analytics | Electronic Health Records | Epidemiology401k match | Flexible vacation | Headspace meditation app access | Health insurance dental insurance vision insurance | Learning and wellness stipendSenior-level Full TimeNew York, United States, San Francisco, … R22h ago
-
A/B | A/B Testing | Apache Spark | B testing | CalibrationCommuter benefits | Dental insurance | Disability insurance | Healthcare | Hybrid work scheduleSenior-level Full TimeRedwood City, US R23h ago
-
IL0219 – Data Scientist. USD 128K-128KAWS Lambda | AWS QuickSight | AWS RDS | AWS Redshift | AWS S3401k match | Adoption Assistance | Dental insurance | Disability insurance | Employer DiscountsMid-level Full TimeWarrenville, IL, United States R1d ago
-
ArcGIS | Data Architecture | Data Management | Data Processing | Data QualityMid-level Full TimeBaltimore, MD, United States R1d ago
-
Research Scientist - Computational Neuroscience USD 90K-200KBrain simulation | Circuit modeling | Data Analysis | Dynamical systems | GitHybrid work option | Remote work flexibilityMid-level Full TimeHybrid R1d ago
-
Agentic Systems | Artificial Intelligence | Benchmarking | Data Science | Experiment designDental insurance | Employer-matched 401k | Health insurance | Life insurance | Paid HolidaysSenior-level Full TimeRedmond, WA, United States R1d ago
-
Principal Data Scientist USD 126K-255KAWS Bedrock | AWS Kinesis | AWS SageMaker | Amazon Athena | Apache KafkaEducational assistance | Health care coverage | Learning resources | Paid time off | Parental leaveSenior-level Full Time245 Summer St, Boston MA, United … R1d ago
-
Analysis Plan | Cohort Derivation | Cox Proportional Hazards | Data Validation | Generalized Linear Models401k match | Company car or car allowance | Dental benefits | Employee stock purchase plan | Flexible paid time offSenior-level Full TimeUSA-NC-Remote, United States R1d ago
-
Senior Data Scientist USD 104K-143KCausal Inference | Communication | Data Analysis | Data Documentation | Epidemiology401k retirement savings | Life insurance | Medical, dental, and vision benefits | Paid parental and caregiver leave | Remote work flexibilitySenior-level Full TimeRemote US, United States R1d ago
-
Senior AI Scientist USD 180K-260KAblation Studies | Adapters | Calibration | Continued Pretraining | DPO401k contributions | Company covered preventive health screenings | Continuing medical education CME CEU support | Fertility and family planning | Fitness perksSenior-level Full TimeUnited States - Remote R1d ago
-
Senior Data Scientist USD 180K-260KA/B | A/B Testing | Airflow | B testing | BI401k contributions | Fertility and family planning | Fitness perks | Health and wellness benefits | OneMedical membershipSenior-level Full TimeUnited States - Remote R1d ago
-
Senior Manager-Data Science USD 123K-215KClickstream analytics | Clustering | Data Pipelines | Decision Trees | ExperimentationCareer development and training opportunities | Company retirement match | Confidential counseling support | Financial coaching | Flexible working modelSenior-level Full TimeNew York, NY, United States R1d ago
-
Lead Data Scientist USD 160K-220KAWS | Cloud Computing | Credit Risk | Credit risk modeling | Databricks401k match | Charitable donation match | Commuter benefits | Flexible time off | Flexible work arrangementSenior-level Full TimeRemote - United States R2d ago
-
Senior Applied Scientist - Search USD 200K-200KData extraction | Deep learning | Fine Tuning | Hybrid search | Information Retrieval401k retirement | Annual leave | Equity package | Growth opportunities | Health coverageSenior-level Full TimeNew York City R2d ago
-
Mid-level Full TimeAtlanta, GA (Open Remote - Eastern … R2d ago
-
Artificial Intelligence | Bayesian optimization | Bioreactor operations | Cell Culture | Drift Detection401k retirement plan | Commuter benefits | Dental insurance | Employee assistance programs | Employee stock purchase planSenior-level Full TimeUS - Grand Island, NY - … R2d ago
-
Bioprocess Modeling | CHO cell culture | Cell Culture | Cell Growth | Cell viability401k match | Accident insurance | Commuter benefits | Dental insurance | Employee assistanceMid-level Full TimeUS - Grand Island, NY - … R2d ago
-
Sr. Applied Scientist USD 152K-244KAutomated alerting | Constraint Programming | Dashboarding | Diagnostics | Integer ProgrammingSenior-level Full TimeRemote-IL, United States R2d ago
-
Senior Data Scientist, Search & Recommendations USD 83K-138KA/B | A/B Testing | API Integration | Apache Spark | B testingSenior-level Full TimeRemote - US, United States R2d ago
-
Sr. Data Scientist USD 96K-150KAWS Kinesis | AWS Lambda | AWS S3 | Change Data Capture | Clustering401k company match | Employee stock purchase plan | Incentive bonus plans | Medical, dental, vision benefits | Paid HolidaysSenior-level Full TimeSchaumburg, IL, United States R2d ago
-
Data Scientist USD 117K-131KAWS | Apache Airflow | CI/CD | Cause analysis | Clustering401k match | Dental insurance | Employee stock purchase plan | Incentive bonus | Medical insuranceMid-level Full TimeChicago, IL, United States R2d ago