ML Engineer: Production ML & MLOps Specialist

AVP VIGILANT TECHNOLOGY PVT LTD; San Francisco (CA); Hybrid; USD 120,000 - 250,000; Full time

Benefits offered by this job

Health insurance

401(k) and retirement benefits

Paid time off

Job summary

AVP Vigilant Technology Pvt Ltd is seeking a Machine Learning Engineer in San Francisco, CA with 2-8 years of experience to design, build, deploy, and optimize ML solutions across data, model development, software engineering, and MLOps. You will work with cross-functional teams to productionize models, monitor performance and drift, and implement CI/CD.

The role offers a hybrid work option and a competitive salary depending on experience.

Qualifications

• 2-8 years of experience in Machine Learning Engineering, Software Engineering, Data Science, or a related field.
• Strong proficiency in Python and experience with ML libraries such as scikit-learn, PyTorch, or TensorFlow.
• Hands-on experience building and deploying ML models into production.
• Experience with MLOps, ML pipelines, model monitoring, and CI/CD.
• Strong SQL and data-processing skills.

Responsibilities

• Develop, train, evaluate, and optimize machine learning models.
• Build scalable ML pipelines for data preparation, training, validation, and deployment.
• Productionize ML models and monitor performance, reliability, and model drift.
• Implement MLOps practices for automated model deployment and lifecycle management.
• Collaborate with Data Scientists, Data Engineers, Software Engineers, and Product teams.
• Improve model accuracy, scalability, latency, and overall system performance.
• Design APIs and services for integrating ML models into production applications.
• Implement testing, CI/CD, version control, and automated ML workflows.
• Troubleshoot production ML systems and continuously improve reliability.
• Stay current with emerging machine learning, MLOps, and AI technologies.

Skills

Python

ML libraries

SQL

Cloud platforms

CI/CD

MLOps

Software engineering

Tools

Kubernetes

Docker

Airflow

MLflow

Kubeflow

Job description

AVP Vigilant Technology Pvt Ltd is seeking a Machine Learning Engineer in San Francisco, CA with 2-8 years of experience to design, build, deploy, and optimize ML solutions across data, model development, software engineering, and MLOps. You will work with cross-functional teams to productionize models, monitor performance and drift, and implement CI/CD.

The role offers a hybrid work option and a competitive salary depending on experience.