Machine Learning Engineer

Rocket Companies • Detroit, MI

2d

About The Position

As a Machine Learning Engineer, you will design and develop the platforms and frameworks that facilitate automated data-driven decision-making, gather data, and determine statistical algorithms and models that a system can use to learn from experience, predict outcomes, and make decisions. About the role Collaborate with data scientists to develop algorithms and tools for training and running simulations Build services to interact with machine learning models through simulations Participate in code reviews to ensure code quality and share best practices Develop services that host the trained models and work with other application teams to integrate them into business processes Gather and analyze large datasets and develop data model pipelines Develop algorithms that drive automated data-driven decision-making Build the tools for monitoring the performance of machine learning applications About you Minimum Qualifications Master’s degree in software development, computer science, algorithm design, artificial intelligence, or machine learning or equivalent experience Preferred Qualifications 1 year of experience in machine learning and using libraries such as Scikit-learn, TensorFlow, Caffe, Keras, etc. 1 year of experience working with large datasets, structured and unstructured 1 year of programming experience, including Java, or Python 1 year of experience with the Hadoop ecosystem (Apache Hive, Pig, HBase and Kafka) 1 year of experience with distributed computing platforms, such as Spark, and user interface frameworks, such as Angular or React 1 year of experience with cloud computing providers such as AWS or Azure Ph.D. in software development, computer science, algorithm design, artificial intelligence, or machine learning or equivalent experience Proficiency in the Microsoft Office suite Strong object-oriented programming skills, including proficiency in Java, Scala, C/C++ or Python Knowledge of big data What you’ll get Our team members fuel our strategy, innovation and growth, so we ensure the health and well-being of not just you, but your family, too! We go above and beyond to give you the support you need on an individual level and offer all sorts of ways to help you live your best life. We are proud to offer eligible team members perks and health benefits that will help you have peace of mind. Simply put: We’ve got your back. Check out our full list of Benefits and Perks. About us Rocket Mortgage® was founded in 1985. Today, we’re a Detroit-based, publicly traded company with a mission to Help Everyone Home. At Rocket Mortgage, we believe that home is more than the house you live in. Our wide variety of home loan options, tools and resources empower our clients to achieve their homeownership dreams. We’re known as experts in the mortgage industry, but we’re also innovators – we strive to create the best experiences for our clients from beginning to end. And we’re not your typical employer. We’re insistently different in how we look at the world and are committed to an inclusive workplace where every voice is heard. Apply today to join a team that offers career growth, amazing benefits and the chance to work with leading industry professionals. This job description is an outline of the primary responsibilities of this position and may be modified at the discretion of the company at any time. Decisions related to employment are not based on race, color, religion, national origin, sex, physical or mental disability, sexual orientation, gender identity or expression, age, military or veteran status or any other characteristic protected by state or federal law. The company provides reasonable accommodations to qualified individuals with disabilities in accordance with applicable state and federal laws. Applicants requiring reasonable accommodations in completing the application and/or participating in the application process should contact a member of the Human Resources team, at [email protected]. As part of the ecosystem of Rocket® we transform talented candidates into passionate team members who thrive in our world of opportunities. Join us in our mission to shape the future of our industries and make a lasting impact in our communities and beyond.

Requirements

• Master’s degree in software development, computer science, algorithm design, artificial intelligence, or machine learning or equivalent experience

Nice To Haves

• 1 year of experience in machine learning and using libraries such as Scikit-learn, TensorFlow, Caffe, Keras, etc.
• 1 year of experience working with large datasets, structured and unstructured
• 1 year of programming experience, including Java, or Python
• 1 year of experience with the Hadoop ecosystem (Apache Hive, Pig, HBase and Kafka)
• 1 year of experience with distributed computing platforms, such as Spark, and user interface frameworks, such as Angular or React
• 1 year of experience with cloud computing providers such as AWS or Azure
• Ph.D. in software development, computer science, algorithm design, artificial intelligence, or machine learning or equivalent experience
• Proficiency in the Microsoft Office suite
• Strong object-oriented programming skills, including proficiency in Java, Scala, C/C++ or Python
• Knowledge of big data

Responsibilities

• Collaborate with data scientists to develop algorithms and tools for training and running simulations
• Build services to interact with machine learning models through simulations
• Participate in code reviews to ensure code quality and share best practices
• Develop services that host the trained models and work with other application teams to integrate them into business processes
• Gather and analyze large datasets and develop data model pipelines
• Develop algorithms that drive automated data-driven decision-making
• Build the tools for monitoring the performance of machine learning applications

Benefits

• Our team members fuel our strategy, innovation and growth, so we ensure the health and well-being of not just you, but your family, too!
• We go above and beyond to give you the support you need on an individual level and offer all sorts of ways to help you live your best life.
• We are proud to offer eligible team members perks and health benefits that will help you have peace of mind.
• Simply put: We’ve got your back.
• Check out our full list of Benefits and Perks.

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level