Data Engineers with ML OPS, AWS, EMR, and Sagemaker

Job Description

Data Engineers with ML OPS, AWS, EMR, and Sagemaker

>

> Looking for Minimum 10 years of experience

>

> Job Title - Data Engineer (ML Ops)

>

> Location - Remote

>

> Duration - 6 months

>

> In this role you will work closely with our machine learning/data

> science team, and data infrastructure team. Above all, your work will

> impact the way our customers experience AI/ML. Put another way, this

> role is absolutely critical to the long-term scalability of our core

> AWS Data science/ML platform. If you are looking for a high-impact,

> fast-moving role to take your work to the next level, we should have a

> conversation.

>

> What will you do?

>

> ü Design, build and optimize scalable data science/ machine learning

> infrastructure to support our model development life cycle

>

> ü Build abstractions to automate various steps in different ML

> workflows

>

> ü Collaborate with cross-functional teams of engineers, data

> analytics, machine learning experts, and product to build new features

>

> ü Leverage your experience to drive best practices in ML and data

> engineering

>

> ü As part of the early data science team, you will be able to define

> and implement our initial AWS architecture and our MLOps framework and

> tools

>

> What do you bring to the table?

>

> ü Work experience in AWS based ML OPS and Devops environments

>

> ü 5+ years Data Engineering or AWS admin experience

>

> ü Proficiency in AWS compatible ML Technologies – AWS - Sagemaker

> Studio, Tensorflow, Amazon ML Feature Store, model registry, ECR etc

>

> ü Strong understanding of the Kubernetes Platform and container

> lifecycle management

>

> ü Experience with deployment frameworks such as AWS Cloudformation,

> CDK, Terraform and Serverless Framework

>

> ü Strong organizational skills with the ability to work on multiple

> projects

>

> ü Experience with Spark, AWS EMR

>

> ü Experience with CI/CD using CodePipeline, CodeCommit, CodeBuild or

> similar technologies

>

> ü Experience with platforms like Databricks / Dataiku

>

> --

>

> Henry

Skills