Senior Machine Learning Engineer
Tasks
- Build anomaly detection models
- Build regression models
- Configure drift detection and retraining
- Configure low latency online serving
- Contribute Terraform infrastructure blueprints
- Define accuracy targets and thresholds
- Deploy retraining with CI CD gates
- Engineer feature pipelines
- Implement online and point in time correctness
- Integrate models into agent response loops
- Migrate legacy ML workloads to Vertex AI
- Register models with model cards
- Set evaluation checks and cadence
- Set up Vertex AI Feature Store
- Ship models to production
- Tune model architectures end to end
- Write model integration tests
Perks/Benefits
- N/A
Skills/Tech-stack
AI Pipelines | AI SDK | AI Workbench | AI experiments | API Management | Apigee API | Apigee API Management | Application Load Balancer | BigQuery | CI/CD | CatBoost | Cloud Build | Cloud SQL | Cloud Storage | Cloud Trace | Cloud logging | Dataflow | Drift Detection | Feature Store | GitHub | GitHub Actions | KFP | LightGBM | Load Balancer | MLOps | Model Armor | Model Evaluation | Model Registry | NumPy | OpenTelemetry | Pandas | Python | Regression testing | SQL | Scikit-learn | TensorBoard | TensorFlow | Terraform | Vertex AI | Vertex AI Experiments | Vertex AI Feature Store | Vertex AI Model Registry | Vertex AI SDK | Vertex AI Workbench | Vertex AI pipelines | XGBoost
Education
N/A
Related jobs
-
Senior Data Platform Engineer USD 154K-200KAirflow | Amazon S3 | Apache Flink | Apache Hive | Apache IcebergSenior-level Full TimeYerevan, Yerevan, Armenia1d ago
-
Mid-level Full TimeArmenia2d ago
-
Senior-level Full TimeYerevan, Yerevan, Armenia6d ago
-
Data Platform Engineer USD 150K-200KAirflow | Apache Flink | Apache Hive | Apache Iceberg | Apache SupersetSenior-level Full TimeYerevan, Yerevan, Armenia6d ago
-
Machine Learning Specialist (Mid-Level) USD 116K-172KCatBoost | Deep learning | Language Models | Language Processing | Large Language ModelsEqual opportunity advocacy | Global collaboration | Growth & development | Health coverage | Training supportMid-level Full TimeYerevan, Armenia7d ago
-
Senior-level Full TimeYerevan, Yerevan, Armenia9d ago
-
Senior-level Full TimeYerevan, Yerevan, Armenia9d ago
-
Senior Data Engineer USD 52K-61KAirflow | Amazon S3 | Apache Parquet | ClickHouse | DockerCo-working | English learning courses | Gym or swimming pool | Home office setup assistance | Paid time offSenior-level Full TimeArmenia - Remote R27d ago
-
Senior-level Full TimeYerevan1mo ago
-
Senior-level Full TimeYerevan1mo ago
-
Senior Software Engineer (Java + Python) USD 120K-200KAPIs | Algorithms | Data Pipelines | Data Structures | Distributed SystemsSenior-level Full TimeYerevan, Yerevan, Armenia1mo ago