Paramount is looking to improve user experience and efficiency across their digital properties by applying machine learning techniques.
Requirements
- Knowledge of both supervised and unsupervised machine learning techniques in major types of approaches
- Kubernetes - must know basics, APIs - good working knowledge, Message Queues (PubSub) - good working knowledge, and distributed processing like Ray and large DBs like BigQuery
- Proficiency in Python and associated machine learning packages is a must Python, Tensorflow and/or PyTorch, (tensorflow preferred), experience with a Python web framework (Django/Flask) is preferred
- SQL skills
- Go or Java experience
- Experience with Tensorflow Extended (TFX), KubeFlow and related tools
- Experience using Google Cloud Platform (BigQuery, ML Engine, and APIs)
- Familiarity with Kubernetes and cloud deployments
Responsibilities
- Craft and develop highly scalable and reliable machine learning solutions to improve user experience.
- Overcome engineering challenges with deploying machine learning solutions at scale
- Investigate new ways machine learning can improve products and determine viability of solutions
- Pioneer new product ideas for how machine learning can improve products and take ownership from inception through implementation.
- Deliver recommendations across Paramount and PlutoTV platforms that serve millions of customers daily.
- Work on innovative video solutions applying machine learning to both live streaming video and VOD.
- Curate our content platform to craft and develop sophisticated products to collect, transform and enrich data in a fast, scalable and reliable way for ourselves and our customers.
Other
- Effective communication is important as this is a distributed team
- Communicate concisely and persuasively with engineers and product managers
- Desire to contribute to the open-source community (i.e., blogs, source code, etc)
- 2+ years of experience bringing machine learning software products to production
- MA/MS in Statistics/Data Science/Computer Science or related quantitative fields with specialization in data mining or machine learning techniques
