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Software Engineer 2 (MLOps)

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about 2 hours ago
Bengaluru, IndiaMid Level / Senior

Responsibilities

  • Collaborate with machine learning engineers and data scientists to design and build scalable ML pipelines.
  • Drive engineering excellence by enforcing best practices in version control, code reviews, testing, and documentation.
  • Stay updated with emerging tools and technologies in ML engineering and cloud infrastructure.
  • Monitor, debug, and optimize model performance and production infrastructure.
  • Contribute effectively in an agile development environment.
  • Partner closely with cross-functional stakeholders to deliver reliable ML-powered products.

Requirements

  • Bachelor’s degree in Computer Science, Engineering, or a related technical field.
  • 2–5 years of industry experience building and deploying machine learning systems.
  • Strong programming skills in Python, Java/Kotlin, and PySpark.
  • Hands-on experience with ML frameworks such as scikit-learn, TensorFlow, or PyTorch.
  • Experience designing and deploying microservices-based architectures on AWS.
  • Familiarity with MLOps best practices, including CI/CD pipelines and version control.

Tech Stack

Amazon DynamoDBApache AirflowAWSGitJavaKotlinMLflowPythonPyTorchscikit-learnTensorFlow

Categories

AI & MLData Engineering