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ML Engineer II - Aws, Aws Cloud
Global Digital Transformation Solutions Provider
ML Engineer II - Aws, Aws Cloud
Global Digital Transformation Solutions Provider's logo

ML Engineer II - Aws, Aws Cloud

at Global Digital Transformation Solutions Provider

Agency job
6 - 10 yrs
₹24L - ₹40L / yr
Pune, Hyderabad
Skills
skill iconMachine Learning (ML)
skill iconAmazon Web Services (AWS)
MLOps
ECS
skill iconKubernetes
Amazon Redshift
Glue semantics
SAGE
Statistical Modeling
Algorithms
Large Language Models (LLM)
CI/CD
Data engineering
SQL
Data manipulation
Neo4J
AWS Lambda
skill iconDocker
AWS CloudFormation
Amazon S3
Amazon EC2

Core Responsibilities:

  • The MLE will design, build, test, and deploy scalable machine learning systems, optimizing model accuracy and efficiency
  • Model Development: Algorithms and architectures span traditional statistical methods to deep learning along with employing LLMs in modern frameworks.
  • Data Preparation: Prepare, cleanse, and transform data for model training and evaluation.
  • Algorithm Implementation: Implement and optimize machine learning algorithms and statistical models.
  • System Integration: Integrate models into existing systems and workflows.
  • Model Deployment: Deploy models to production environments and monitor performance.
  • Collaboration: Work closely with data scientists, software engineers, and other stakeholders.
  • Continuous Improvement: Identify areas for improvement in model performance and systems.

 

Skills:

  • 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 evaluation.

 

Required 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

 

Must-Haves

Amazon SageMaker, AWS Cloud Infrastructure (S3, EC2, Lambda), Docker and Kubernetes (EKS, ECS), SQL, AWS data (Redshift, Glue)

Skills : Machine Learning, MLOps, AWS Cloud, Redshift OR Glue, Kubernetes, Sage maker


******

Notice period - 0 to 15 days only 

Location : Pune & Hyderabad only

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Full Stack Developer - Averlon
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