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Machine Learning Operations Intern – Fall 2023
Company | Sony Pictures Entertainment |
Address | Culver City, CA, United States |
Employment type | PART_TIME |
Salary | |
Category | Entertainment Providers |
Expires | 2023-08-28 |
Posted at | 9 months ago |
Our Emerging Talent Programs, which includes Interns, Trainees, and Finance Rotational Associates, offer unique opportunities for students, recent graduates & emerging talent to work alongside the teams that come together to create movies, TV shows, & other great experiences. These seasonal, paid assignments provide meaningful and productive work that allows you to build your resume, experience and develop your skills further. You will be provided with challenging tasks, real-world experience, and many educational and social networking opportunities.
- Collaborate with machine learning engineers and data scientists to build data pipelines and enable the development of new ML models.
- Collaborate with the DevOps team to support and maintain the infrastructure for our cloud-based applications.
- Participate in the design and implementation of infrastructure as code (AWS) using Terraform.
- Build and maintain CI/CD pipelines using Git and GitHub Actions.
- Manage/deploy container clusters and workloads on AWS. QUALIFICATIONS:
- Build scalable and optimized data solutions within the team's larger framework.
- Student pursuing Master’s degree in computer science, software engineering, or data science.
- An effective team player who focuses on collaboration, team building, mentoring, and furthering team success.
- Partner with other MLOps team members to assist with CI/CD for our applications and infrastructure updates.
- Good communication (verbal and written) skills.
- Familiarity with large-scale models/algorithms.
- Familiarity with programming languages API.
- Expertise in linear algebra, statistics, information theory or related mathematical domains.
- Experience of databases and machine learning libraries.
- Proficiency in coding languages and frameworks such as Python, R, React.
- Understanding of data structures and algorithms.
- Knowledge of Docker containers and basic AWS cloud computing.
- Hands-on Technical documentation experience.
- Preliminary knowledge of DevOps processes and practices like continuous integration and continuous deployment.
- Sony Pictures Entertainment is an equal opportunity employer. We evaluate qualified applicants without regard to race, color, religion, sex, national origin, disability, veteran status, age, sexual orientation, gender identity, or other protected characteristics.
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