Staff Machine Learning Scientist, Translational AI
Tasks
- Author technical manuscripts for peer reviewed venues
- Bridge AI research to machine learning engineering validation pipelines
- Build train and optimize machine learning models for NGS ctDNA and digital pathology
- Create high integrity data packages for clinical governance
- Design clinical investigation and evaluation frameworks
- Design fine tuning probing and latent space analysis workflows
- Develop peer review frameworks and provide technical feedback
- Engineer alignment and post training workflows for foundation models
- Identify dataset bias and covariate shift and implement mitigation
- Lead post training parameter efficient fine tuning and evaluation
- Provide technical leadership for translational AI models
- Represent translational AI capabilities at conferences
- Support external collaborations and pharmaceutical partnerships
- Translate clinical requirements into machine learning problem statements
- Validate model outputs against multi omic benchmarks
Perks/Benefits
- 401k benefits
- Commuter benefits
- Disability insurance
- Employee referral program
- Employee testing
- Fertility care benefits
- Life insurance
- Medical/Dental/Vision insurance
Skills/Tech-stack
Captum | Cloud Computing | Covariate Shift | Covariate shift mitigation | Digital Pathology | Distributed GPU | Distributed GPU computing | Efficient Fine Tuning | Fine Tuning | GPU Computing | High Performance | High-Performance Computing | Huggingface | Latency shift mitigation | Loss Curves | MLflow | Model Evaluation | Multimodal modeling | Next-Generation Sequencing | Optimization | PEFT | Parameter efficient fine-tuning | Performance Computing | Precision-recall | Probabilistic Modeling | PyTorch | Representation Learning | Self-Supervised Learning | Self-supervised | Supervised Learning | Transformers
Education
Related jobs
-
Senior/Staff AI Scientist (Polytope Bio) USD 200K-300KDeep learning | Diffusion Models | GPU Computing | Generative AI | Generative diffusionDental insurance | GPU resources | Health insurance | Retirement plan | Vision insuranceSenior-level Full TimeNew York or San Francisco R1d ago
-
Principal AI Scientist (Polytope Bio) USD 250K-350KComputational Biology | Deep learning | Diffusion Models | GPU Computing | Generative ModelingDental coverage | GPU Resources Provided | Health insurance | Remote work opportunity | Retirement planSenior-level Full TimeNew York or San Francisco R1d ago
-
Staff Applied Scientist, AdTech USD 175K-200KAWS | Adtech | Cloud Computing | Collaborative Filtering | EmbeddingsCompetitive benefits | Profit-sharing bonus | Remote-first teamSenior-level Full TimeAsheville, NC (remote); Atlanta, GA (remote); … R1d ago
-
Sr. Data Scientist USD 91K-148KAnaconda | Cloud Computing | Data Modeling | Data virtualization | DataikuGrowth opportunities | People-first culture | Reasonable accommodations for applicants with disabilitiesSenior-level Full TimeRemote-US-Wisconsin, United States R2d ago
-
Senior Bioinformatics Scientist USD 150K-189KAWS | Analytical validation | Assay Development | Benchmarking | BioinformaticsSenior-level Full TimeRemote ; San Diego, California, United … R2d ago
-
Sr. Bioinformatics Scientist USD 150K-189KAWS | AWS Batch | AWS Lambda | Analytical validation | BioinformaticsSenior-level Full TimeRemote ; South San Francisco, California, … R2d ago
-
Data Scientist USD 164K-211KCausal Inference | Confidence Intervals | Design of Experiments | Hypothesis Testing | Machine LearningBenefits | Hybrid scheduleSenior-level Full TimeSan Bruno, CA, USA R2d ago
-
Senior Generative AI Scientist I USD 130K-156KAWS | Apache Spark | Azure | Cloud platform | Data pipeline401k | 9 paid holidays | Dental insurance | Disability insurance | Life insuranceSenior-level Full TimeRemote, United States R3d ago
-
AI Scientist USD 100K-100KAccelerator hardware | Deep learning | Distributed Training | JAX | Language ModelsRemote workSenior-level Full TimeUnited States - Remote R3d ago
-
Staff Data Scientist USD 194K-281KApache Spark | CUPED | Churn modeling | Data Engineering | Data ModelingSenior-level Full TimeSan Francisco, United States R3d ago
-
Staff Data Scientist - Ads (AI Native) USD 137K-252KAWS | Airflow | Alerting | Batch Processing | Best practicesEmployee assistance program | Equipment reimbursement | Flexible PTO | Free life360 platinum membership | Learning and development programsSenior-level Full TimeRemote, USA ; Remote, Canada R3d ago
-
Data Scientist USD 135K-170KA/B | A/B Testing | AWS Bedrock | AWS Lambda | AWS SageMaker401k match | Flexible work location | Health insurance | Paid time off | Stock optionsSenior-level Full TimeRemote - United States R3d ago
-
Data Scientist USD 104K-175KA/B | A/B Testing | AWS | Anomaly Detection | B testingFederal DoD Mission Environment | Fully remoteSenior-level Full TimeUnited States R3d ago
-
Senior-level Full TimeMinneapolis, Minnesota, United States - Remote R4d ago
-
Senior-level Full TimeUnited States - Remote R4d ago
-
Principal Data Scientist - Remote USD 112K-193KAWS | Agent Frameworks | Agent communication | Agent to Agent | Agent-to-Agent Communication401k contribution | Comprehensive benefits | Equity stock purchase | Flexible schedule | Incentive and recognition programsSenior-level Full TimeEden Prairie, Minnesota, UNITED STATES; REMOTE R4d ago
-
Staff Applied Scientist USD 193K-242KAlgorithms | Data Analysis | Machine Learning | Machine Learning Inference | Metrics401k match | Child care benefits | Family building benefits | Lyft Pink membership | Lyft creditsSenior-level Full TimeSan Francisco, CA R4d ago
-
Applied AI Data Scientist USD 180K-240KAgile | Causal Inference | Chain-of-Thought | Computer Vision | Deep learningAnnual team retreat | Flexible schedule | Free Lunches | Health insurance | Remote workMid-level Full TimeLA office / US remote R6d ago
-
Mid-level Full TimeRemote, USA R6d ago
-
Military Advisor- Data Science/Sentiment Analysis (Part Time/Remote) (Mission Assurance 4)- 29524 USD 106K-150KAPIs | AWS | Azure | BERT | BeautifulSoupEpisodic travel | Remote work | Training opportunitiesSenior-level Part TimeCamp HM Smith, HI, Remote, United … R7d ago
-
Senior Scientist, Data Science - Hybrid BRL 106K-132KAnomaly Detection | Causal Inference | Decision Making | Deep learning | Demand forecasting401k match | Disability insurance | Education assistance | Full health insurance on day one | Incentive planSenior-level Full TimeBoston, MA, US, 02110 R7d ago
-
Natural Language Measurement Specialist USD 88K-145KDimensionality | Experimental Design | Fairness | Fine Tuning | Generalizability theoryComprehensive benefits package | Occasional travel for business | Professional development | Remote workMid-level Full TimeRemote - New York, United States R7d ago
-
Senior Staff AI Scientist USD 169K-233KAgentic Systems | Cost Optimization | Emotion AI | Experiment design | Experimentation Methodology401k match | Birthday leave | Dental insurance | Medical insurance | Paid HolidaysSenior-level Full TimeUSA - WA - Remote, United … R7d ago
-
Data Scientist II, ML Infrastructure USD 114K-235KApache Airflow | Causal Inference | Code review | Distributed Computing | Feature importanceEntry-level Full TimePalo Alto, CA, US; Remote, US R7d ago
-
Senior Principal Data Scientist - Remote USD 134K-230KAgentic Systems | Convolutional Neural Networks | Deep learning | Gradient boosting | Language ModelsRemote work flexibilitySenior-level Full TimeSan Diego, California, UNITED STATES; REMOTE R8d ago