Machine Learning Engineer

4 months ago

Rockville, Maryland, United States TEKsystems Full time

Top Skills' Details

1. At least 2-5 years of experience as a Machine Learning Engineer working hands on with Python and Spark

Models are built with PyTorch mostly but need a good understanding of various ML libraries (pyspark, pandas, scikit-learn, pytorch) and deployment/integration requirements to get a model into production

Ability to write production ready code in Python (Java would be a nice to have for legacy application support)

2. Experience working in an AWS environment

3. Strong foundation in Linux

This team takes model from data science team, writes back end packages and APIs used by data engineering and ML Enablement team

Description:

Description: We are looking for a Machine Learning (ML) Engineer to help us create and deploy models at scale.

Responsibilities


• Study and transform data science prototypes to transform them into production-ready models.


• Run machine learning model checks using the appropriate validation datasets as supplied by the DS team.


• Perform run-time analysis (dependencies, memory leaks) using validation data for production models during integration.


• Actively engage with data scientists to extend existing ML libraries and frameworks for rapid experimentation, reusability, and reliability


• Keep abreast of developments in the field.

Requirements and skills:


• Strong foundation in Python and Linux


• Experience on AWS systems are a plus (EC2, EMR, Fargate, S3 preferred)


• Good understanding of various ML libraries (pyspark, pandas, scikit-learn, pytorch) and deployment/integration requirements to get a model into production.


• Ability to work collaboratively in a team.


• Excellent written and verbal communication skills with a strong emphasis on documentation.


• Proven experience as a Machine Learning Engineer or similar role


• Understanding of data structures, data modeling and software architecture


• Ability to write production ready code in Python, Java (Legacy model support)


• BSc in Computer Science, Mathematics or similar field or equivalent work experience

Skills:

Python, Data science, Machine learning, Predictive modelling, spark, Aws, linux, pyspark, pytorch, java

Top Skills Details:

Python, Data science, Machine learning, Predictive modelling, spark, Aws, linux, pyspark,

Additional Skills & Qualifications:

1. Java

2. AWS EC2, Fargate, S3

Experience Level:

Intermediate Level

About TEKsystems:

We're partners in transformation. We help clients activate ideas and solutions to take advantage of a new world of opportunity. We are a team of 80,000 strong, working with over 6,000 clients, including 80% of the Fortune 500, across North America, Europe and Asia. As an industry leader in Full-Stack Technology Services, Talent Services, and real-world application, we work with progressive leaders to drive change. That's the power of true partnership. TEKsystems is an Allegis Group company.

The company is an equal opportunity employer and will consider all applications without regards to race, sex, age, color, religion, national origin, veteran status, disability, sexual orientation, gender identity, genetic information or any characteristic protected by law.

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