Machine Learning Engineer IRC168221 in GlobalLogic

Description:

Who We Are

Pluto TV, a Paramount company, is the leading free streaming television service in America, delivering

250+ live and original channels and thousands of on-demand movies in partnership with major TV

networks, movie studios, publishers, and digital media companies. Pluto TV is available on all major

mobile, web, and connected TV streaming devices and millions of viewers tune in each month to watch

premium news, TV shows, movies, sports, lifestyle and trending digital series. Headquartered in West

Hollywood, Pluto TV has offices in New York, Silicon Valley, Chicago, and Berlin. We have team members

located all over the globe.

About Paramount

Paramount creates entertainment experiences that drive conversation and culture around the world.

Through television, film, digital media, live events, merchandise and solutions, our brands connect with

diverse, young and the young at heart audiences in more than 180 countries.

About Discovery Services

The Discovery Services team is responsible for building algorithms and services that help millions of Pluto

TV users discover the content they will love. Whether it’s using search to find something they want to

watch or surfacing the content they’ll truly enjoy by providing recommendations.

Requirements:

What You Already Have

● B.S. degree in Computer Science, or related field, or equivalent work experience

● 5+ years of experience in software development

● 2+ years of experience building highly performant, scalable, and Machine Learning pipelines

● 2+ years of Experience with Data Science and Machine Learning development tools and

processes (TensorFlow, PyTorch, scikit-learn, MLFlow, etc.)

● 2+ years of experience building containerized applications (e.g. Dockers) that run of container

orchestration platforms (e.g. Kubernetes, ECS)

● Experiencing training models and running them in production environments.

● Very strong technical communication skills

● AWS, or similar cloud experience, or a strong understanding of cloud concepts

● Must be able to work effectively in a remote, collaborative, and distributed team environment

We’re Excited To See

● 2+ years of development experience in Python and an excellent understanding of programming

concepts.

● 2+ years of working with ML feature stores and feature repositories.

● Previous experience with search & personalization is a big plus.

● Previous experience with Golang is a big plus.

● Experience designing, developing, and deploying one or more services that have high-volume

(RPS) using Tensorflow serving or similar is a big plus.

● Intermediate to expert knowledge of EKS, GKE, AKS, or vanilla Kubernetes with practical

experience

Job Responsibilities:

What You’ll Do

● Build real-time data ingestion pipelines and feature workflows that will feed low latency online

feature store.

● Design, build and maintain a highly scalable low latency online feature store used to train models

and make online predictions

● Build infrastructure and scalable microservices services to integrate models seamlessly into

production systems for online inference

● Work on a multitude of machine learning and recommendation algorithms running at scale to drive

Pluto TV’s personalization and search experiences

● Collaborate with cross-functional agile teams of software engineers, data engineers, ML experts,

and others in building new product features

● Actively participate in the design and architecture phases of upcoming features and services

● Promote inclusive, positive team culture and mutual respect

What We Offer

Exciting Projects: Come take your place at the forefront of digital transformation! With clients across all industries and sectors, we offer an opportunity to work on market-defining products using the latest technologies.

Collaborative Environment:Expand your skills by collaborating with a diverse team of highly talented people in an open, laidback environment — or even abroad in one of our global centers or client facilities!

Work-Life Balance:GlobalLogic prioritizes work-life balance, which is why we offer flexible work schedules.We offer you the best quality of work life so that you exceed the expectations of our clients, while achieving your professional and personal ambitions.

Professional Development:Our dedicated Learning & Development team regularly organizes English classes, professional certifications, and technical and soft skill trainings. We also offer the chance to travel internationally

Excellent Benefits:We provide our employees with competitive salaries, family medical insurance, extended paternity leave, annual performance bonuses, and referral bonuses.

About GlobalLogic

GlobalLogic is a leader in digital engineering. We help brands across the globe design and build innovative products, platforms, and digital experiences for the modern world.By integrating experience design, complex engineering, and data expertise—we help our clients imagine what’s possible, and accelerate their transition into tomorrow’s digital businesses.Headquartered in Silicon Valley, GlobalLogic operates design studios and engineering centers around the world, extending our deep expertise to customers in the automotive, communications, financial services, healthcare and life sciences, manufacturing, media and entertainment, semiconductor, and technology industries.GlobalLogic is a Hitachi Group Company operating under Hitachi, Ltd. (TSE: 6501) which contributes to a sustainable society with a higher quality of life by driving innovation through data and technology as the Social Innovation Business.