Machine Learning Engineer - AWS Platform

Digihelic Solutions Private LimitedPune

19 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 • Pune