Principal Deep Learning/AI Engineer, Bioinformatics
US - California - San Diego - HQ, United States
USD 205K-307K Senior-level Full Time
Tasks
- Assess bias and edge cases across instruments and populations
- Benchmark datasets and define evaluation metrics
- Build data curation labeling and augmentation pipelines
- Design and implement AI and ML algorithms for genomics
- Develop and prototype AI models for biological data
- Ensure models are reproducible and versioned in production
- Evaluate external methods tools and collaborations
- Lead AI and bioinformatics design reviews
- Lead technical ownership of AI features in products
- Mentor scientists and engineers and provide technical guidance
- Monitor production model performance and detect regressions
- Provide technical input for regulated clinical validation
- Set coding testing and documentation standards
- Validate model performance with statistical methods
Perks/Benefits
- Dental insurance
- Family planning
- Health insurance
- Paid time off
- Retirement benefits
- Vision insurance
Skills/Tech-stack
Annotations | Anomaly Detection | Assembly | BAM | Basecalling | Bias analysis | Bioinformatics | CRAM | Case analysis | Cell analysis | Clinical validation | Data Augmentation | Data labeling | Deep learning | Edge case analysis | Error modeling | FASTQ | Genomics | Machine Learning | Metagenomics | Methylation analysis | Model Benchmarking | Model Evaluation | Monitoring | Probabilistic Modeling | Quality Control | Reference Genomes | Regression Detection | Reproducibility | Single Cell Analysis | Single-cell | Statistical validation | Traceability | VCF | Variant calling | Version control
Education
Regions
Countries
States
Related jobs
-
Senior-level Full TimeUS-NJ-Jersey City2h ago
-
Senior-level Full TimeUS-TX-Irving2h ago
-
Behavioral analytics | Data Analysis | Data Warehousing | Data correlation | Deep learningSenior-level Full TimeSan Jose, California, United States3h ago
-
Algorithm Development | Behavioral Data | Behavioral Data Analysis | Data Analysis | Data WarehousingSenior-level Full TimeSan Jose, California, United States3h ago
-
Data Scientist, Analytics USD 193K-196KA/B | A/B Testing | B testing | Clustering | Descriptive StatisticsMid-level Full TimeBellevue, WA4h ago
-
Benchmarking | Code review | Machine Learning | PyTorch | PythonSenior-level Full TimeNew York, NY4h ago
-
Machine Learning Engineer, Computer Vision USD 174K-252KC++ | Computer Vision | Data Processing | Debugging | Deep learningMid-level Full TimeMountain View, CA, USA4h ago
-
Datacenter Engineer, Systems Controls Engineering USD 122K-174KAlgorithm Development | C# | Control Systems | Controls engineering | Convex OptimizationMid-level Full TimeSunnyvale, CA, USA4h ago
-
Attention Mechanisms | BERT | Data Curation | Data Processing | DebuggingSenior-level Full TimeMountain View, CA, USA4h ago
-
Artificial Intelligence | Data Analysis | Data Storage | Distributed Systems | EmbeddingSenior-level Full TimeSan Bruno, CA, USA; Mountain View, …4h ago
-
Senior Software Engineer, Gen AI, GCP Data Analytics USD 174K-252KBigQuery | Data analytics | Generative AI | Google Cloud | JavaSenior-level Full TimeKirkland, WA, USA4h ago
-
Principal Analyst, Gen AI Trust and Safety USD 171K-248KAutomation | Dashboards | Data Transformation | Data Visualization | Data analyticsOn-call rotationSenior-level Full TimeWashington D.C., DC, USA; Austin, TX, …4h ago
-
Computer Vision | Data Processing | Data Structures | Data structures algorithms | DebuggingSenior-level Full TimeSunnyvale, CA, USA4h ago
-
Staff Software Engineer, Cloud Storage AI/ML Solutions USD 207K-300KAI/ML | Algorithms | Artificial Intelligence | C++ | Cloud StorageSenior-level Full TimeSeattle, WA, USA4h ago
-
Senior Software Engineer, AI/ML, Platforms and Devices USD 174K-252KC++ | Data Processing | Data Structures | Data Structures and Algorithms | DebuggingSenior-level Full TimeMountain View, CA, USA4h ago
-
Senior Software Engineer, Applied AI (Food) USD 174K-252KData Processing | Debugging | Distributed Computing | Go | JavaSenior-level Full TimeSunnyvale, CA, USA; Kirkland, WA, USA4h ago
-
Senior Software Engineer, AI/ML, Google Workspace USD 174K-252KC++ | Data Processing | Debugging | Language Processing | ML InfrastructureSenior-level Full TimeNew York, NY, USA4h ago
-
Staff Software Engineer, AI/ML, Google Distributed Cloud USD 207K-300KAI-assisted coding | Agent Debugging | Assisted coding | Cloud Platforms | Data StorageSenior-level Full TimeSunnyvale, CA, USA4h ago
-
Software Engineer AI/ML Networking USD 147K-211KC++ | Data Processing | Data Structures | Data Structures and Algorithms | DebuggingMid-level Full TimeRaleigh, NC, USA; Durham, UK4h ago
-
Senior Principal AI Solutions Architect USD 176K-286KAI Inference | AI accelerators | Artificial Intelligence | Computer Architecture | Distributed Systems401k plan | Dental insurance | Employee assistance program | Flexible spending account | Health insuranceSenior-level Full TimeMilpitas, CA, United States4h ago
-
Senior Machine Learning Engineer – VLA USD 150K-200KBehavior Cloning | Data labeling | Data pipeline | Deep learning | Edge ComputingSenior-level Full TimeSan Jose, CA13h ago
-
Artificial Intelligence | Automated testing | C++ | Containers | Distributed Systems401k company match | Dental insurance | Flexible work schedule | Life insurance | Medical insuranceSenior-level Full TimeLos Angeles, USA; Mercer Island, USA14h ago
-
Machine Learning Engineer II - Unpublished R&D Product USD 143K-201KAI Planning | Agent systems | C++ | Data Science | Decision Making401k company match | Dental insurance | Flexible work schedules | Life insurance | Medical insuranceMid-level Full TimeLos Angeles, USA; Mercer Island, USA14h ago
-
Agentic AI | C# | C++ | Client-Server | Client-server systemsEntry-level InternshipSan Mateo, CA, United States15h ago
-
Machine Learning Engineer, Foundation Model USD 129K-247KAutonomous Driving | Autoregressive modeling | Behavior Prediction | C plus plus | Data PipelinesSenior-level Full TimeSan Jose15h ago