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AWS Certified Machine Learning Professional

3 weeks ago

Cochin, Kerala, India beBeeMachine Full time ₹ 1,50,00,000 - ₹ 2,50,00,000

Job Opportunity


We are seeking a highly skilled and experienced Machine Learning Engineer with a strong foundation in programming and machine learning, hands-on experience with AWS services (especially SageMaker), and a solid understanding of Data Engineering and MLOps practices.


Key Responsibilities

  • Design and implement scalable ML solutions using AWS SageMaker and related services.
  • Develop and maintain robust data pipelines for training and inference workflows.
  • Collaborate with data scientists, engineers, and product teams to translate business requirements into ML solutions.
  • Implement MLOps best practices including CI/CD for ML, model versioning, monitoring, and retraining strategies.
  • Optimize model performance and ensure scalability and reliability in production environments.
  • Monitor deployed models for drift, performance degradation, and anomalies.

Required Skills & Qualifications

  • Strong programming skills in Python and familiarity with ML libraries (e.g., scikit-learn, TensorFlow, PyTorch).
  • Solid understanding of machine learning algorithms, model evaluation, and tuning.
  • Hands-on experience with AWS services, especially SageMaker, S3, Lambda, Step Functions, and CloudWatch.
  • Experience with data engineering tools (e.g., Apache Airflow, Spark, Glue) and workflow orchestration.
  • Proficiency in MLOps tools and practices (e.g., MLflow, Kubeflow, CI/CD pipelines, Docker, Kubernetes).
  • Familiarity with monitoring tools and logging frameworks for ML systems.

Benefits

  • Opportunity to work on complex and challenging projects.
  • Chance to collaborate with experienced professionals in the field.
  • Professional growth and development opportunities.