GCP AI/ML Engineer
Tasks
- Build deploy and manage machine learning pipelines
- Build enterprise AI ML platforms with automation observability and reliability
- Deploy models using Vertex AI endpoints for online and batch predictions
- Design and manage feature pipelines for training and inference datasets
- Design automated workflows for ingestion feature engineering training evaluation and inference
- Develop standardized frameworks for governed ML deployments
- Enable automated model retraining and versioning
- Ensure consistency between training and serving pipelines
- Ensure secure handling of data and models using IAM
- Establish best practices for MLOps pipeline orchestration and infrastructure management
- Implement CI CD pipelines for ML artifacts and workflows
- Implement model governance with auditability lineage and compliance
- Implement model monitoring for prediction accuracy data drift and concept drift
- Integrate BigQuery Cloud Storage and streaming sources for batch and real time ML
- Operationalize end to end ML lifecycle training deployment monitoring and retraining
- Optimize model performance and infrastructure for scalability latency and cost
- Orchestrate ML workflows using Python Vertex AI BigQuery and Cloud Storage
- Promote code versioning CI CD and testing best practices
- Provide technical leadership and mentoring on ML engineering practices
- Set up alerting and dashboards for proactive issue detection
Perks/Benefits
Skills/Tech-stack
AI Pipelines | Apache Beam | Batch inference | BigQuery | CI/CD | Cloud Storage | Cloud platform | Concept drift | Continuous Delivery | Continuous Integration/Continuous Delivery | Continuous integration | Data Drift | Docker | Feature Engineering | Feature Store | Google Cloud | Google Cloud Platform | IAM | Kubeflow Pipelines | Kubernetes | MLOps | Machine Learning | Model Monitoring | Online Inference | PyTorch | Python | Scikit-learn | Streaming | TensorFlow | Vertex AI | Vertex AI pipelines
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Related jobs
-
Featured Feat. Principal Knowledge & Data Architect USD 174K-284KAWS Neptune | Canonicalization | Chunking | Cypher | DBTBenefits including health and wellness programs | Health, wellness, and retirement plansSenior-level Full TimeHeadquarters - Chevy Chase, MD R11d ago
-
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 … R24d ago
-
Principal Data Engineer USD 129K-180KAdobe Analytics | Adobe XD | Amazon Web Services | Bitbucket | CI/CDRelocation Support N/A | Remote work permittedSenior-level Full TimeUnited States R16h ago
-
Data Engineer USD 130K-175KAWS | AWS Redshift | Apache Airflow | Azure Data | Azure Data Factory401k | Dental insurance | HSA | Health insurance | LTD & STD insuranceSenior-level Full TimeUnited States - Remote R1d ago
-
AWS | AWS SageMaker | Data 360 | Data Federation | Data ModelingFully remote | Opportunity for Greenfield Work | Supportive collaborative cultureMid-level Full TimeCanada R2d ago
-
Associate Director, Data Strategy & Analytics USD 103K-120KAttribution Modeling | BigQuery | Cohort Analysis | DBT | Data Modeling401k match | Dental insurance | Flexible parental leave | Health insurance | Hybrid work optionsMid-level Full TimeNew York R3d ago
-
Chemical Data Scientist USD 120K-135KData Deduplication | Data Matching | Data Normalization | Data Pipelines | Data cleaningSenior-level Full TimeRemote, San Francisco, CA R3d ago
-
Chemical Data Scientist USD 120K-135KCAS Number | Classification | Data Matching | Data Normalization | Data QualityGenerous benefits | Remote workSenior-level Full TimeRemote, San Francisco, CA R3d ago
-
AI Automation Engineer USD 140K-160KAPIs | AWS | Agent systems | Azure | Decision enginesDental insurance | Medical insuranceMid-level Full TimeRemote, USA R3d ago
-
Senior Analytics Engineer USD 136K-204KDBT | DBT macros | Data Modeling | Data Transformation | Dbt testingSenior-level Full TimeRemote - USA R3d ago
-
Staff Machine Learning Engineer USD 159K-233KApache Airflow | Artificial Intelligence | Cloud Data | Cloud Data Warehouse | DBT401k | Dental insurance | Disability insurance | Life insurance | Medical insuranceSenior-level Full TimeRemote US R3d ago
-
Data Engineer USD 85KAgile | CI/CD | Cloud | DBT | Data ModelingBackground check required | Hybrid remote option | Paid time off | Visa sponsorship availableMid-level Full TimeMoscow, Off Campus Location - Possible … R3d ago
-
Senior Data Engineer USD 101K-154K.NET | AWS | AWS Glue | AWS Glue Data Catalog | Airflow401-K matching | Auto insurance discounts | Employee assistance program | Fitness club membership contribution | Flexible spending accountsSenior-level Full TimeAll, Maryland, United States R3d ago
-
Data and Cloud Engineer USD 190K-193KAgile | Amazon Web Services | Apache Airflow | Apache Hadoop | Apache KafkaFlexible worksite locations | TelecommutingMid-level Full TimeNew York, United States R3d ago
-
Senior Manager USD 143K-145KAgile | Cost Optimization | Data Modeling | Data Performance Optimization | Data ProcessingTelecommuting permittedSenior-level Full TimeNew York, United States R3d ago
-
Associate Director, AI Architect - US (Remote) USD 140K-160KAPI Development | Agentic Workflows | Cloud Architecture | Document Databases | GCP401k | Health insurance | Paid time off | Remote workMid-level Full TimeVirtual, United States R3d ago
-
Anthropic | App Router | Azure OpenAI | Azure Service | Azure Service BusRemote workSenior-level Contract Full TimeJersey City, NJ, United States R3d ago
-
Sr. Data Engineer USD 108K-180KAWS IAM | AWS MSK | AWS S3 | Apache Kafka | CI/CD401k match | Dental insurance | Health insurance | PTO | Paid parental leaveSenior-level Full TimeRemote, US R3d ago
-
AWS Glue | Apache Airflow | BI tools | CI/CD | DBTHybrid work | No visa sponsorshipSenior-level Full TimeSan Francisco, California, United States R3d ago
-
AWS | Hadoop | Java | Machine Learning | PyTorchRemote workSenior-level Full TimeSan Francisco, California, United States R3d ago
-
Engineering - Internal AI Transformation USD 74K-110KAPIs | Agentic Workflows | Auditability | Authentication | DockerAnnual company offsite | Co-working stipend | Learning and development stipend | Social travel stipendEntry-level Full TimeUnited States R3d ago
-
AI Forward Deployed Engineer | $120K-$150K + Hybrid + Equity | AI-Based Outage Intelligence Company A USD 120K-150KAI workflows | API Development | Automation | Backend Development | PythonDirect impact on company growth | Equity | Fast moving startup environment with significant ownership | Hybrid work environment | Opportunity to define internal systems and customer experienceMid-level Full TimeKing of Prussia, PA, United States R3d ago
-
Generative AI Engineer USD 100K-150KAdapter-Tuning | Benchmarking | DPO | Direct Preference Optimization | Distributed TrainingSenior-level Full TimeUnited States - Remote R3d ago
-
Edge Computing AI Engineer USD 100K-150KC++ | Core ML | Edge inference | Energy Efficiency | Federated LearningCareer growth | Remote workSenior-level Full TimeUnited States - Remote R3d ago
-
Senior-level Full TimeUnited States - Remote R3d ago