Senior Machine Learning Engineer

Yesterday

🗽 New York – Remote

Although this job is listed in New York, this company may be open to hiring remote in other states.

💵 $124k - $165k / year

⏰ Full Time

🟠 Senior

🤖 Machine Learning Engineer

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Paramount

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Paramount is a leading multimedia entertainment company known for its diverse portfolio of brands, including Paramount+, a direct-to-consumer digital subscription video on-demand and live streaming service that offers live sports, breaking news, and a wide range of entertainment options. The company also operates Pluto TV, a free streaming service, and a variety of well-recognized brands like MTV, CBS Sports, Nickelodeon, and Comedy Central, delivering content that spans from film and television to live events and news broadcasts. With a long history in film production, Paramount continues to innovate and shape the entertainment landscape globally.

10,000+ employees

📱 Media

📋 Description

• Paramount is looking for a Senior Machine Learning Engineer to join the team! • The ideal candidate will be curious about applying machine learning! • This includes supervised methods like SVMs, random forests, deep learning & reinforcement learning, to existing products and services to improve their efficiency and the overall user experience across our digital properties. • In this role, you will use datasets like traffic/video/ consumption data, purchase/subscription data, and third-party data sources, to model, analyze and predict user behavior. • You will also take ownership of machine learning products from conception through delivery and monitoring. • 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. • Keep up with machine learning research and commercial product offerings across a wide variety of machine learning fields including NLP, recommendations, image and video. • Participate in design and code reviews. • Effective communication is important as this is a distributed team. • 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.

🎯 Requirements

• 2+ years of experience bringing machine learning software products to production • Leads on design and optimization of ML pipelines and developer experience • MA/MS in Statistics/Data Science/Computer Science or related quantitative fields with specialization in data mining or machine learning techniques • Knowledge of both supervised and unsupervised machine learning techniques in major types of approaches that they should be familiar with LTR (Learning to rank), Transformer Architectures, Sequences models for offline and online inference • Have full stack experience in data collection, aggregation, analysis, visualization, productionalization, and monitoring of data science products • 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 • Communicate concisely and persuasively with engineers and product managers • Experience with Tensorflow Extended (TFX), KubeFlow and related tools • Experience using project management tools like those from Atlassian (JIRA, Confluence) • Familiarity with version control systems (Git and Bitbucket) • Experience using Google Cloud Platform (BigQuery, ML Engine, and APIs) • Background in NLP or text mining techniques is a plus • Background in deep learning is a plus • Familiarity with Kubernetes and cloud deployments • Experience with elasticsearch • Desire to contribute to the open-source community (i.e., blogs, source code, etc)

🏖️ Benefits

• Medical • Dental • Vision • 401(k) plan • Life insurance coverage • Disability benefits • Tuition assistance program • PTO