Lead Machine Learning Engineer
Tasks
- Automate tests and deployment
- Build ML models and components
- Build and optimize data pipelines for ML
- Collaborate in agile teams
- Deploy and monitor ML applications
- Design ML architecture for availability and performance
- Design ML models for business problems
- Develop and review model and application code
- Develop cloud-based ML architectures
- Follow Explainable AI best practices
- Follow Responsible AI best practices
- Leverage continuous deployment
- Leverage continuous integration
- Manage code governance and vulnerability reduction
- Retrain and maintain models in production
- Select model data and features
- Train and tune hyperparameters
- Validate model performance
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Agile | Apache Spark | Bias Variance | Bias-Variance Tradeoff | Cloud platform | Continuous Deployment | Continuous integration | Dask | Data Pipelines | Dimensionality Reduction | Distributed Computing | Google Cloud | Google Cloud Platform | Hyperparameter Tuning | Java | Machine Learning | Microsoft Azure | Model Validation | Monitoring | PyTorch | Python | Scala | Scikit-learn | TensorFlow | Test automation
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Related jobs
-
Scientific Computing Service Delivery Lead USD 160K-190KAgile | Cloud Computing | Clustering | Data Storage | HPCSenior-level Full TimeWork from home, VA, United States R2h ago
-
Senior Developer USD 145K-150KAPI | AWS ECS | AWS EKS | AWS Fargate | Amazon S3Agile team collaboration | Remote workSenior-level Full TimeFairfax, VA, United States2h ago
-
Ansible | Azure | Azure Foundry | Azure Monitor | CI/CDMid-level Full TimeHuntsville, AL4h ago
-
Technical Architect – AI, ML & Generative AI USD 150K-202KAWS Bedrock | AWS SageMaker | Apache Spark | Artificial Intelligence | CI/CD401k | Critical Illness Accident Hospital Indemnity Identity Theft Protection | Dental plans | Life and Accidental Death and Dismemberment | Long-term disabilitySenior-level Full TimeFrisco, United States5h ago
-
Senior Full-Stack Data Engineer (Remote) USD 110K-130KAI code assistance | Automated testing | Azure DevOps | CI/CD | Code assistanceFull-time | Fully remote | Long-term | No timezone shiftingSenior-level Full TimeFlorida, Aventura, United States of America R6h ago
-
Senior Data Engineer on Site USD 140K-200KAWS Lambda | Amazon Kinesis | Amazon S3 | Data Modeling | Data ProcessingDay 1 impact | Fast execution | Low corporate overhead | Own major product parts | Shape technical visionSenior-level Full TimeSan Francisco, United States6h ago
-
Sr. Staff Process Optimization & Support Engineer USD 126K-174KArtificial Intelligence | AspenTech IP.21 | Carbon Intensity Monitoring | Data Integrity | Data Modeling401k match | Healthcare | Onsite cafeteria | Onsite daycare | Onsite fitness centerSenior-level Full TimeUS-TX-San Antonio7h ago
-
Senior-level Full TimeUSA-VA-Alexandria7h ago
-
Bash | C# | CI/CD | JUnit | JavaFinancial benefits | Health and wellness benefitsEntry-level Full TimePennsylvania, Exton7h ago
-
Mid-level Full TimeBurlingame, CA8h ago
-
Machine Learning Engineer USD 214K-240KBigtable | Code review | Computer Vision | Data Mining | Data PipelinesMid-level Full TimeBellevue, WA8h ago
-
Data Engineer, Analytics USD 209K-235KData Warehousing | Dimensional Modeling | ETL | MPP | MapReduceEntry-level Full TimeBurlingame, CA8h ago
-
Senior Software Engineer, AI/ML, Search USD 174K-252KAudio Processing | Data Processing | Data Storage | Data Structures | Data Structures and AlgorithmsSenior-level Full TimeMountain View, CA, USA8h ago
-
Senior Software Engineer, AI/ML GenAI USD 174K-252KBenchmarking | C++ | Cloud platform | Data Processing | DebuggingSenior-level Full TimeSunnyvale, CA, USA8h ago
-
Staff Software Engineer, ML Infrastructure, Applied AI USD 207K-300KC++ | Code review | Data Processing | Debugging | Design reviewSenior-level Full TimeSunnyvale, CA, USA8h ago
-
Software Engineer, GenAI, Platforms and Devices USD 147K-211KAudio generation | C++ | Data Processing | Debugging | Image GenerationMid-level Full TimeMountain View, CA, USA8h ago
-
Practice Customer Engineer IV, Cloud AI, Google Cloud USD 192K-267KAgent systems | Autogen | Convolutional Neural Networks | CrewAI | Deep learningSenior-level Full TimeSunnyvale, CA, USA; Seattle, WA, USA8h ago
-
Software Engineer, Machine Learning USD 207K-300KAlgorithms | C++ | Data Processing | Data Structures | DebuggingSenior-level Full TimeNew York, NY, USA; Mountain View, …9h ago
-
Senior Blackbelt Engineer, Gemini Cloud Assist (English) USD 234K-325KAPI | Artificial Intelligence | CNTK | Caffe | Computer VisionSenior-level Full TimeSunnyvale, CA, USA9h ago
-
Associate Principal, Trust and Safety, GenAI USD 142K-205KCybersecurity | Dashboarding | Data Transformation | Data Visualization | Data collectionMid-level Full TimeWashington D.C., DC, USA; Atlanta, GA, …9h ago
-
Software Engineer III, Rankings, Lens Quality USD 147K-211KAlgorithms | C plus plus | Data Processing | Data Structures | DebuggingSenior-level Full TimeMountain View, CA, USA9h ago
-
Staff Software Engineer, Cooling Optimization USD 207K-300KC++ | Control Theory | Cooling systems | Data Center Technology | Data StructuresSenior-level Full TimeSunnyvale, CA, USA9h ago
-
Software Engineer, AI/ML, App Ads Quality USD 207K-300KData Processing | Data Storage | Data metrics | Debugging | Deep learningSenior-level Full TimeMountain View, CA, USA9h ago
-
C++ | Diagnostics | Distributed Systems | Firmware | GPUSenior-level Full TimeKirkland, WA, USA; New York, NY, …9h ago
-
Data Processing | Debugging | Generative AI | Information Retrieval | Language ModelsSenior-level Full TimeMountain View, CA, USA9h ago