Machine Learning Engineer

20 hours ago

Bengaluru Bangalore Hyderabad Secunderabad Telangana Pune, India beBeeMLOPTING Full time US$ 90,000 - US$ 1,20,000

Key Responsibilities:

• Design, implement and maintain end-to-end ML pipelines for model training, evaluation, and deployment

• Collaborate with data scientists and software engineers to operationalize ML models, serving frameworks (TensorFlow Serving, TorchServe) and experience with MLOps tools

• Develop and maintain CI/CD pipelines for ML workflows

• Implement monitoring and logging solutions for ML models, experience with ML model serving frameworks (TensorFlow Serving, TorchServe)

• Optimize ML infrastructure for performance, scalability, and cost-efficiency

Essential Skills and Qualifications:

  • Strong programming skills in Python, with experience in ML frameworks; understanding of ML-specific testing and validation techniques
  • Expertise in containerization technologies (Docker) and orchestration platforms (Kubernetes), Knowledge of data versioning and model versioning techniques
  • Proficiency in cloud platform (AWS) and their ML-specific services
  • Strong understanding of DevOps practices and tools (GitLab, Artifactory, Gitflow etc.)
  • Experience with monitoring and observability tools (Prometheus, Grafana, ELK stack) and knowledge of distributed training techniques

What We Offer:

  • A healthy work-life balance through flexible work arrangements
  • Career growth & professional development opportunities
  • Valuable certifications & training programs in the latest technologies such as MLOps, Machine Learning

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