MLOps Engineer
Rocket Mortgage3 days ago
Base Salary
$107k - $242k/yr
Responsibilities
- Collaborate with data scientists to develop algorithms and tools for training and running simulations.
- Build services that interact with machine learning models through simulations.
- Develop services that host trained models and integrate them into business processes with application teams.
- Gather and analyze large structured and unstructured datasets and develop data model pipelines.
- Develop algorithms for automated data-driven decision-making.
- Build tools to monitor the performance of machine learning applications.
- Participate in code reviews to ensure code quality and share best practices.
Requirements
- Master’s degree in software development, computer science, algorithm design, artificial intelligence, or machine learning, or equivalent experience.
- Preferred one year of experience in machine learning and libraries such as Scikit-learn, TensorFlow, Caffe, or Keras.
- Preferred one year of experience working with large structured and unstructured datasets.
- Preferred one year of programming experience, including Java or Python.
- Preferred one year of experience with the Hadoop ecosystem, including Apache Hive, Pig, HBase, and Kafka.
- Preferred one year of experience with distributed computing platforms such as Spark and user interface frameworks such as Angular or React.
- Preferred one year of experience with cloud computing providers such as AWS or Azure.
- Ph.D. in a relevant field or equivalent experience is preferred.
- Proficiency in Microsoft Office and strong object-oriented programming skills, including Java, Scala, C, C++, or Python, are preferred.
- Knowledge of big data is preferred.
Benefits
- Eligible team members may receive health and wellness benefits, including medical, dental, and vision coverage.
- Benefits include a 401K retirement plan and paid time off.
- The position may be eligible for an annual bonus, incentives, and other employment-related benefits.
- Rocket Mortgage offers career growth, family support, and additional benefits and perks.
Tech Stack
AngularApache HadoopApache HBaseApache HiveApache KafkaApache PigApache SparkAWSAzureCC++JavaKerasPythonReactScalascikit-learnTensorFlow
Categories
About Rocket Mortgage
Welcome to the NEW Quicken Loans, the cutting-edge online marketplace transforming the way you find financial providers. On November 1, 2023, Quicken Loans came under the control of LMB OpCO, and is now a financial marketplace platform connecting customers with a wide range of services, including mortgages, personal loans, home services, auto loans, and more. Our passion lies in simplifying the process of choosing the perfect solution for your unique financial needs, and we've made it our mission to empower you with the information you need to make confident decisions. NMLS #167283 | NMLS Access: nmlsconsumeraccess.org