MLOps Engineer
Rocket Companies2 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 with application teams and business processes.
- 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 maintain 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: 1 year of experience in machine learning and libraries such as Scikit-learn, TensorFlow, Caffe, or Keras.
- Preferred: 1 year of experience working with large structured and unstructured datasets.
- Preferred: 1 year of programming experience, including Java or Python.
- Preferred: 1 year of experience with the Hadoop ecosystem, including Apache Hive, Pig, HBase, and Kafka.
- Preferred: 1 year of experience with distributed computing platforms such as Spark and user-interface frameworks such as Angular or React.
- Preferred: 1 year of experience with cloud 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++, or Python, are preferred.
- Knowledge of big data is preferred.
Benefits
- Health and wellness support for team members and their families.
- Medical, dental, and vision benefits.
- 401(k) retirement plan and paid time off.
- Potential eligibility for annual bonuses, incentives, and other employment-related benefits.
- Career growth opportunities and an inclusive workplace.
Tech Stack
AngularApache HadoopApache HBaseApache HiveApache KafkaApache PigApache SparkAWSAzureC++JavaKerasPythonReactScalascikit-learnTensorFlow
Categories
About Rocket Companies
Own the Dream. Mortgage services provided by Rocket Mortgage, LLC. NMLSConsumerAccess.org, NMLS #3030