Machine Learning Engineer (TX)

Associate / Junior

In Office

We are looking for a Machine Learning Engineers for our team. As part of this job, you will be responsible for:

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

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padding: 0px; border: 0px; font-stretch: inherit; line-height: inherit; vertical-align: baseline; text-align: justify\" class=\"align-justify\">Writing production quality code and libraries that can be packaged as containers, installed and deployed </li></ul></div></div><div style=\"margin: 0px 0px 40px; padding: 0px; border: 0px; font-stretch: inherit; line-height: inherit; vertical-align: baseline; orphans: 2; text-indent: 0px; widows: 2\" class=\"job-preview-styles__requirements--2kg4_\"><h4 style=\"margin: 0px 0px 8px; padding: 0px; border: 0px; font-stretch: inherit; line-height: normal; vertical-align: baseline; text-align: justify\" class=\"align-justify\">Requirements </h4><div style=\"margin: 0px 0px 1em; padding: 0px; border: 0px; font-stretch: inherit; line-height: 1.5; vertical-align: baseline\"><ul style=\"margin: 0px 0px 1em; padding: 0px 0px 0px 24px; border: 0px; font-stretch: inherit; line-height: 1.5; vertical-align: baseline; list-style: disc\"><li style=\"margin: 0px; padding: 0px; border: 0px; font-stretch: inherit; line-height: inherit; vertical-align: baseline; text-align: justify\" class=\"align-justify\">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 </li><li style=\"margin: 0px; padding: 0px; border: 0px; font-stretch: inherit; line-height: inherit; vertical-align: baseline; text-align: justify\" class=\"align-justify\">Collaborate with Data Engineers and Data Scientist to build data and model pipelines and help in running machine learning tests and experiments </li><li style=\"margin: 0px; padding: 0px; border: 0px; font-stretch: inherit; line-height: inherit; vertical-align: baseline; text-align: justify\" class=\"align-justify\">Manage the infrastructure and data pipelines needed to bring ML solution to production </li><li style=\"margin: 0px; padding: 0px; border: 0px; font-stretch: inherit; line-height: inherit; vertical-align: baseline; text-align: justify\" class=\"align-justify\">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 </li><li style=\"margin: 0px; padding: 0px; border: 0px; font-stretch: inherit; line-height: inherit; vertical-align: baseline; text-align: justify\" class=\"align-justify\">Abstracts complexity of production for machine learning through the use of containers </li><li style=\"margin: 0px; padding: 0px; border: 0px; font-stretch: inherit; line-height: inherit; vertical-align: baseline; text-align: justify\" class=\"align-justify\">Troubleshoots production machine learning model issues, including recommendations for retrain, re-validate, and improvements </li><li style=\"margin: 0px; padding: 0px; border: 0px; font-stretch: inherit; line-height: inherit; vertical-align: baseline; text-align: justify\" class=\"align-justify\">3-5 years of experience with Big Data Projects using multiple types of structured and unstructured data </li><li style=\"margin: 0px; padding: 0px; border: 0px; font-stretch: inherit; line-height: inherit; vertical-align: baseline; text-align: justify\" class=\"align-justify\">Ability to work with a global team, playing a key role in communicating problem context to the remote teams </li><li style=\"margin: 0px; padding: 0px; border: 0px; font-stretch: inherit; line-height: inherit; vertical-align: baseline; text-align: justify\" class=\"align-justify\">Excellent communication and team work skills </li><li style=\"margin: 0px; padding: 0px; border: 0px; font-stretch: inherit; line-height: inherit; vertical-align: baseline; text-align: justify\" class=\"align-justify\">Bachelor's degree or higher in computer science or related </li></ul>Additional Skills Required: <ul style=\"margin: 0px 0px 1em; padding: 0px 0px 0px 24px; border: 0px; font-stretch: inherit; line-height: 1.5; vertical-align: baseline; list-style: disc\"><li style=\"margin: 0px; padding: 0px; border: 0px; font-stretch: inherit; line-height: inherit; vertical-align: baseline; 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Machine Learning Engineer (TX)

Requirements

Thank you for your application!