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Machine Learning Engineer - AWS Platform

Machine Learning Engineer - AWS Platform

Digihelic Solutions Private LimitedHyderabad
9 days ago
Job description

Job Role : ML Engineer.

Experience : 6-12 Years.

Location : Pune, Bangalore, Hyderabad, Trivandrum, Chennai, Kochi, Gurgaon, Noida.

Key Summary :

The MLE will design, build, test, and deploy scalable machine learning systems, optimizing model accuracy and Development :

  • Algorithms and architectures span traditional statistical methods to deep learning along with employing LLMs in modern Preparation :
  • Prepare, cleanse, and transform data for model training and Implementation :
  • Implement and optimize machine learning algorithms and statistical Integration :
  • Integrate models into existing systems and Deployment :

Deploy models to production environments and monitor :

  • Work closely with data scientists, software engineers, and other Improvement :
  • Identify areas for improvement in model performance and :
  • Programming and Software Engineering : Knowledge of software engineering best practices (version control, testing, CI / CD).
  • Data Engineering : Ability to handle data pipelines, data cleaning, and feature engineering.
  • Proficiency in SQL for data manipulation + Kafka, Chaossearch logs, etc for troubleshooting; Other tech touch points are ScyllaDB (like BigTable), OpenSearch, Neo4J graph.
  • Model Deployment and Monitoring : MLOps Experience in deploying ML models to production environments.
  • Knowledge of model monitoring and performance experience :
  • Amazon SageMaker : Deep understanding of SageMaker's capabilities for building, training, and deploying ML models; understanding of the Sagemaker pipeline with ability to analyze gaps and recommend / implement improvements.
  • AWS Cloud Infrastructure : Familiarity with S3, EC2, Lambda and using these services in ML workflows.
  • AWS data : Redshift, Glue.
  • Containerization and Orchestration : Understanding of Docker and Kubernetes, and their implementation within AWS (EKS, ECS).
  • Skills :

  • Aws, Aws Cloud, Amazon Redshift, Eks.
  • (ref : hirist.tech)

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    Machine Learning Engineer • Hyderabad

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