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MLops Developer/Engineer

Remote: 
Full Remote
Contract: 
Work from: 

Offer summary

Qualifications:

Strong expertise in AWS CDK for Infrastructure as Code (IaC)., Proficient in AWS CloudFormation., Thorough understanding of MLOps frameworks and concepts., Over 9 years of experience in the field..

Key responsabilities:

  • Data preprocessing using tools such as AWS Glue, S3, and Feature Store.
  • Executing model training through SageMaker Pipelines.
  • Managing model versioning with SageMaker Model Registry.
  • Overseeing model deployment and monitoring using SageMaker and CloudWatch.

The Tech Galore logo
The Tech Galore TPE https://www.thetechgalore.com/
11 - 50 Employees
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Job description

Skills:
AWS CDK, IAC, AWS Cloud formation, MLops Framework, Sagemaker, Code pipeline,

Mpany Overview

Join our innovative team where we specialize in leveraging cutting-edge technology to transform industries. We are committed to driving excellence and delivering high-quality solutions for our clients. Our team thrives on collaboration, creativity, and a passion for excellence.

Job Overview

We are looking for a highly skilled MLops Developer Engineer with extensive experience in implementing MLOps solutions using AWS CDK. This is a remote position with a contract for 3 to 6 months, which can potentially be extended based on project requirements. The role requires an expert with over 9 years of experience.

Qualifications And Skills

  • Strong expertise in AWS CDK for Infrastructure as Code (IaC).
  • Proficient in AWS CloudFormation.
  • Thorough understanding and practical application of MLOps frameworks and concepts.

Roles And Responsibilities

  • Data Preprocessing using tools such as AWS Glue, S3, and Feature Store.
  • Executing Model Training through SageMaker Pipelines.
  • Managing Model Versioning with SageMaker Model Registry.
  • Overseeing Model Deployment using SageMaker Inference, Lambda, and EKS.
  • Implementing Model Monitoring with SageMaker Model Monitor and CloudWatch.
  • Developing Retraining and Automation workflows via AWS Step Functions and CodePipeline.

Required profile

Experience

Spoken language(s):
English
Check out the description to know which languages are mandatory.

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