MLOps Platform Engineer

Quicken Loans; Detroit (MI); On-site; USD 107,000 - 242,000; Full time

Job summary

Rocket Mortgage is seeking an experienced MLOps Engineer in Detroit to design platforms for automated data-driven decision-making. You will collaborate with data scientists, build services for ML model interaction, and host deployed models within business processes.

The role emphasizes data pipelines, model monitoring, and scalable ML solutions, with a culture of code reviews and best practices.

Qualifications

• Master's degree in software development, computer science, algorithm design, artificial intelligence, or machine learning or equivalent experience
• PhD in software development, computer science, algorithm design, artificial intelligence, or machine learning or equivalent experience
• Strong object-oriented programming skills, including proficiency in Java, Scala, C/C++ or Python
• Experience with Hadoop ecosystem (Hive, Pig, HBase, Kafka)
• Experience with distributed computing platforms such as Spark and frontend frameworks like Angular or React
• Experience with cloud providers such as AWS or Azure
• Proficiency in the Microsoft Office suite
• 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 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 tools for monitoring the performance of ML applications

Skills

Java

Python

Scala

C/C++

OO programming

Big data

Education

Master's degree in software development/computer science/AI/ML

PhD in software development/computer science/AI/ML (preferred)

Tools

Hadoop ecosystem (Hive, Pig, HBase, Kafka)

Spark

Angular/React

AWS/Azure

Job description

Rocket Mortgage is seeking an experienced MLOps Engineer in Detroit to design platforms for automated data-driven decision-making. You will collaborate with data scientists, build services for ML model interaction, and host deployed models within business processes.

The role emphasizes data pipelines, model monitoring, and scalable ML solutions, with a culture of code reviews and best practices.