Machine Learning Engineer - Chicago

Company: Sky Consulting Inc
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Location: Chicago, USA
Remote to start and candidate should be open to relocate after Covid restrictions are uplifted. Providing solutions for the deployment, execution, validation, monitoring, and improvement of data science solutions. Creating high performance and scalable Machine Learning systems Building reusable production data pipelines for machine learning models Writing production quality code and libraries that can be packaged as containers, installed and deployed Requirements Demonstrate up-to-date knowledge in software engineering practices and provides solutions for the development, implementation and scaling, execution, validation, monitoring, and improvement of data science solutions Collaborate with Data Engineers and Data Scientist to build data and model pipelines and help in running machine learning tests and experiments Manage the infrastructure and data pipelines needed to bring ML solution to production Demonstrate end-to-end understanding of applications (including, but not limited to, the machine learning algorithms) being created and maintain scalable machine learning solutions in production Abstracts complexity of production for machine learning through the use of containers Troubleshoots
production machine learning model issues, including recommendations for retrain, re-validate, and improvements 3-5 years of experience with Big Data Projects using multiple types of structured and unstructured data Ability to work with a global team, playing a key role in communicating problem context to the remote teams Excellent communication and team work skills Bachelor's degree or higher in computer science or related

Additional Skills Required:

Technologies used would include Python (multiple versions), Spark, Hadoop, Docker, with an emphasis on good coding practices in a continuous integration context, model evaluation, and experimental design Test driven development (prefer py.test / nose), experience with Cloud environments Proficiency in statistical tools, relational databases & expertise in programming languages like Python/SQL is desired
Employment type: Full Time, W2

Work Day: Full Time
Salary: Negotiable

Minimal experience: 4 years

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