MLOps Engineer
Tasks
- Build scalable ETL/ELT pipelines
- Collaborate with data scientists to bridge experimentation and production
- Convert notebooks and prototype code into production grade solutions
- Create curated datasets for data science and machine learning
- Create reusable frameworks for efficient model deployment
- Design and implement reliable data pipelines for machine learning and analytical workloads
- Design build and maintain production grade MLOps pipelines
- Develop monitoring for model performance data quality data drift and operational health
- Develop reusable data transformation frameworks
- Establish and improve CI CD practices for machine learning workloads
- Implement data validation and data quality controls
- Implement logging, monitoring, and error handling
- Implement model versioning artifact management experiment tracking and reproducibility
- Integrate structured and unstructured data from multiple sources
- Optimize pipelines for performance, scalability, and cost
- Productionize machine learning models
- Support batch and event driven or streaming workloads
- Translate data science requirements into scalable engineering solutions
- Troubleshoot production machine learning pipelines
Perks/Benefits
- 401k retirement plan
- Employee assistance program
- Health savings account
- Life insurance
- Long-term disability
- Medical/Dental/Vision
- PTO
- Short-term disability
- Transportation benefits
Skills/Tech-stack
AWS | AWS CDK | AWS CodeBuild | AWS CodePipeline | AWS Glue | AWS IAM | AWS Lambda | AWS Step Functions | Airflow | Amazon CloudWatch | Amazon ECR | Amazon ECS | Amazon EKS | Amazon EventBridge | Amazon S3 | Amazon SageMaker | Apache Spark | CI/CD | Data Quality | Data Validation | Docker | Git | Kubernetes | MLflow | Machine Learning | PySpark | Python | SQL | Step Functions | Terraform
Education
N/A
Roles
Related jobs
-
Senior-level Full TimeHerndon, VA; Information Technology; Tysons, VA; … R9h ago
-
Senior AI/ML Full Stack Engineer USD 130K-176KAWS | AWS Bedrock | Airflow | Authentication | AuthorizationFully remote | W2 onlySenior-level Full TimeRemote, MN; Information Technology R9h ago
-
CDC | Change Data Capture | Data Capture | Data Ingestion | Data Ingestion PipelinesContract 12 plus months | TeleworkMid-level Full TimeRemote, Texas; Information Technology R9h ago
-
Junior/Middle Computer Vision Engineer ID72410 USD 115K-160KCloud Computing | Computer Vision | Data Annotation | Image Processing | Machine LearningEducation budget | Fitness budget | Flexible schedule | Mentorship | Personalized growth roadmapEntry-level Full TimeWest Palm Beach, United States R11h ago
-
Senior Computer Vision Engineer ID72408 USD 170K-240KAnomaly Detection | Clustering | Computer Vision | Computer vision hardware | Data ScienceEducation budget | Fitness budget | Flexible schedule | Mentorship | Personalized growth roadmapSenior-level Full TimeBlacksburg, United States R11h ago
-
Junior/Middle Computer Vision Engineer ID72410 USD 115K-160KCloud Computing | Computer Vision | Data Quality | Image Processing | Machine LearningFlexible schedule | Mentorship | Personalized growth roadmap | Remote and office options | Tech talksEntry-level Full TimeBlacksburg, United States R11h ago
-
Senior Computer Vision Engineer ID72408 USD 170K-240KAnomaly Detection | Clustering | Computer Vision | Data Analysis | Edge ComputingEducation budget | Fitness budget | Flexible schedule | Mentorship | Professional growthSenior-level Full TimeFort Lauderdale, United States R11h ago
-
Senior Computer Vision Engineer ID72408 USD 170K-240KAnomaly Detection | Cameras | Clustering | Computer Vision | Computer vision hardwareFlexible schedule | Mentorship | Professional growthSenior-level Full TimeHouston, United States R11h ago
-
Senior Computer Vision Engineer ID72408 USD 170K-240KAnomaly Detection | Camera systems | Clustering | Computer Vision | Edge ComputingFlexible schedule | Mentorship | Professional growth | Remote and office optionsSenior-level Full TimeTampa, United States R11h ago
-
Senior Computer Vision Engineer ID72408 USD 170K-240KAnomaly Detection | Clustering | Computer Vision | Data Science | Edge ComputingEducation budget | Exciting projects | Fitness budget | Flextime | MentorshipSenior-level Full TimeRichmond, United States R11h ago
-
Junior/Middle Computer Vision Engineer ID72410 USD 115K-160KCloud Computing | Computer Vision | Data Quality | Experiment tracking | Image ProcessingEducation budget | Fitness budget | Flexible schedule | Mentorship | Personalized growth roadmapEntry-level Full TimeTallahassee, United States R11h ago
-
Senior Computer Vision Engineer ID72408 USD 170K-240KAnomaly Detection | Cameras | Clustering | Computer Vision | Edge DevicesEducation budget | Fitness budget | Flexible schedule | Mentorship | Professional growthSenior-level Full TimeWest Palm Beach, United States R11h ago
-
Junior/Middle Computer Vision Engineer ID72410 USD 115K-160KCloud Computing | Computer Vision | Data labeling | Experiment tracking | Image ProcessingFlexible schedule | Mentorship | Remote options | TechtalksEntry-level Full TimeBoca Raton, United States R11h ago
-
Senior Computer Vision Engineer ID72408 USD 170K-240KAnomaly Detection | Clustering | Computer Vision | Edge Computing | Image SegmentationEducation budget | Fitness budget | Flextime | Mentorship | Office work optionsSenior-level Full TimeAustin, United States R11h ago
-
Junior/Middle Computer Vision Engineer ID72410 USD 115K-160KCloud Computing | Computer Vision | Data labeling | Image Processing | Machine LearningFlexible schedule | Mentorship | Personalized growth roadmaps | Remote and office options | TechtalksEntry-level Full TimeRichmond, United States R11h ago
-
Junior/Middle Computer Vision Engineer ID72410 USD 115K-160KBenchmarking | Cloud Computing | Computer Vision | Data labeling | Image ProcessingFlexible schedule | Mentorship | Personalized growth roadmap | Remote and office options | TechtalksEntry-level Full TimeTampa, United States R11h ago
-
Junior/Middle Computer Vision Engineer ID72410 USD 115K-160KCloud Computing | Computer Vision | Data Annotation | Data Quality | Image ProcessingFlexible schedule | Mentorship | Personalized growth roadmap | Remote and office options | Tech talksEntry-level Full TimeFort Lauderdale, United States R11h ago
-
Junior/Middle Computer Vision Engineer ID72410 USD 115K-160KCloud Computing | Computer Vision | Image Processing | Machine Learning | Object DetectionFlexible schedule | Mentorship | Personalized growth roadmap | Remote and office options | Tech talksEntry-level Full TimeBaltimore, United States R11h ago
-
Junior/Middle Computer Vision Engineer ID72410 USD 115K-160KCloud Computing | Computer Vision | Image Processing | Machine Learning | Object DetectionFlexible schedule | Mentorship | Personalized growth roadmap | Remote work options | Tech talksEntry-level Full TimeHouston, United States R11h ago
-
Junior/Middle Computer Vision Engineer ID72410 USD 115K-160KCloud Computing | Computer Vision | Image Processing | Machine Learning | Object DetectionFlexible schedule | Mentorship | Personalized growth roadmap | Remote and onsite options | TechtalksEntry-level Full TimeAustin, United States R11h ago
-
Senior Computer Vision Engineer ID72408 USD 170K-240KAnomaly Detection | Cameras | Clustering | Computer Vision | Data ScienceEducation budget | Fitness budget | Flexible schedule | Flextime | MentorshipSenior-level Full TimeBoca Raton, United States R11h ago
-
Junior/Middle Computer Vision Engineer ID72410 USD 115K-160KAnnotation management | Cloud Computing | Computer Vision | Data Quality | Dataset ManagementFlexible schedule | Mentorship | Personalized growth roadmaps | Remote and office options | TechtalksEntry-level Full TimeOrlando, United States R11h ago
-
Junior/Middle Computer Vision Engineer ID72410 USD 115K-160KCloud Computing | Computer Vision | Data Quality | Experiment tracking | Image ProcessingFlexible schedule | Mentorship | Personalized growth roadmaps | Remote and office options | TechtalksEntry-level Full TimeMiami, United States R11h ago
-
Junior/Middle Computer Vision Engineer ID72410 USD 115K-160KCloud Computing | Computer Vision | Image Processing | Machine Learning | Object DetectionFlexible schedule | Mentorship | Office work option | Remote work option | TechtalksEntry-level Full TimeJacksonville, United States R11h ago
-
Senior Software Engineer, Data Engineering USD 243K-295KAWS | Apache Airflow | Apache Spark | Azure | Cloud ComposerSenior-level Full TimeSan Mateo, CA, United States R18h ago