Machine Learning Ops Developer IV
6 days ago
Company Overview
Spectrum is a leading provider of internet, TV, and voice services in the United States. With over 100,000 employees serving nearly 32 million customers across 41 states, we are committed to delivering exceptional experiences that keep our customers connected.
About the Role
We are seeking a highly skilled Machine Learning Ops Developer IV to join our team. As a key member of our data science team, you will be responsible for developing and supporting complex, high-performance batch processing code using Python and open-source technologies such as XGBoost, Ray, Pandas, and Numpy.
Job Description
The successful candidate will have a strong background in machine learning, data engineering, and software development. You will work closely with cross-functional teams to design, develop, and deploy scalable data pipelines that support business-critical applications. Your expertise in cloud computing, containerization, and DevOps will enable us to deliver fast-paced solutions that meet the needs of our growing customer base.
Key Responsibilities
- Develop and maintain high-performance batch processing code using Python and open-source technologies
- Design and implement scalable data pipelines using cloud computing and containerization
- Collaborate with cross-functional teams to ensure seamless integration with business-critical applications
- Provide expert-level support for data science and engineering projects
- Stay up-to-date with emerging trends and technologies in machine learning and data engineering
Requirements
- Bachelor's degree in Computer Science, Engineering, or related field
- 7+ years of experience in Python development, with a focus on back-end batch data processing
- Expert-level skills in XGBoost, SHAP, Pandas, and Numpy
- Advanced-level skills in Docker images, containers, and builds
- Advanced-level skills in SQL, including high-volume aggregation, join, and nested queries
- Familiarity with mathematics and statistics, including algebra, proportions, and basic statistics
- Ability to work effectively in a fast-paced environment with multiple priorities
Preferred Qualifications
- Masters degree in Computer Science, Engineering, Statistics, or Analytics
- Experience working with Telecom/Cable MSO data and applications
- Experience working with Tableau
- Redshift SQL and navigation
Estimated Salary Range: $125,000 - $180,000 per year
Benefits Package: Spectrum offers a comprehensive pay and benefits package that rewards employees for their contributions to our success, supports all aspects of their well-being, and delivers real value at every stage of life.
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