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Paramount
Paramount

Global media and entertainment company

Machine Learning Engineer, Ads Personalization

직무머신러닝
경력미들급
위치New York, NY, United States
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고용정규직
게시1주 전
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#We Are Paramount on a mission to unleash the power of content… you in?
We’ve got the brands, we’ve got the stars, we’ve got the power to achieve our mission to entertain the planet – now all we’re missing is… YOU! Becoming a part of Paramount means joining a team of passionate people who not only recognize the power of content but also enjoy a touch of fun and uniqueness. Together, we co-create moments that matter – both for our audiences and our employees – and aim to leave a positive mark on culture.

Overview:

We are seeking a Machine Learning Engineer to join the PlutoTV pod. You will focus on Channel, Guide, and Schedule personalization. Your goal is to make the FAST (Free Ad-supported Streaming TV) experience feel as dynamic as a premium on-demand service. You will help build the models that select which channels appear in the guide and how content is scheduled to maximize viewer session length.

This role requires deep knowledge of FAST systems and the unique constraints of linear programming. You will implement features within our GCP stack, leveraging Qdrant for content similarity and Post-training RL to optimize the "Lean-back" viewing experience.

Why This Role Matters:

  • Modernizing Linear TV:

You are part of the team transforming the static EPG (Electronic Programming Guide) into a personalized, data-driven discovery engine.

  • Optimizing the "Lean-Back":

Your models help users find something to watch immediately, reducing the friction inherent in "channel surfing."

  • Global Scale:

PlutoTV is a leader in the FAST space; your code will impact the viewing habits of millions of users worldwide.

Key Responsibilities:

  • Feature Development:

Design and deploy ML components for channel ranking and guide personalization.

  • FAST Metadata Integration:

Work with linear scheduling data to create features that account for "Current" vs "Next" program relevance.

  • Vector-Based Similarity:

Use Qdrantto group similar channels and content to improve the "More Like This" experience within the guide.

  • Model Refinement:

Train and iterate on models using Tensor Flow/Py Torch, focusing on session-start and watch-time metrics.

  • Independent Execution:

Own the delivery of defined tasks within the PlutoTV roadmap, from data exploration to production deployment.

Basic Qualifications:

  • Minimum:

3+ years in MLE; proficiency in Python/SQL; experience with Tensor Flow/Py Torch and GCP.

Additional Qualifications:

  • Preferred:

Knowledge with FAST or Broadcast TV data structures; experience with Qdrant or similar vector databases.

Paramount Streaming, a division within Paramount Global, is the home to the company's direct-to-consumer services spanning free and paid in the form of Pluto TV and Paramount+. Pluto TV is the global leader in free ad-supported TV, delivering more than 1,400 global channels and an extensive library of streaming content, including live and original channels. Paramount+, digital subscription video-on-demand and live streaming service, combines live sports, breaking news, and A Mountain of Entertainment™. Paramount+ features an expansive library of original series, hit shows and popular movies across every genre from world-renowned brands and production studios, including SHOWTIME®.

ADDITIONAL INFORMATION:

Hiring Salary Range: $124,000.00 - 150,000.00.

The hiring salary range for this position applies to New York, California, Colorado, Washington state, and most other geographies. Starting pay for the successful applicant depends on a variety of job-related factors, including but not limited to geographic location, market demands, experience, training, and education. The benefits available for this position include medical, dental, vision, 401(k) plan, life insurance coverage, disability benefits, tuition assistance program and PTO or, if applicable, as otherwise dictated by the appropriate Collective Bargaining Agreement. This position is bonus eligible.

What We Offer:

  • Attractive compensation and comprehensive benefits packages. Check out our full list of benefits here: https://www.paramount.com/careers/benefits
  • Generous paid time off.
  • An exciting and fulfilling opportunity to be part of one of Paramount’s most dynamic teams.
  • Opportunities for both on-site and virtual engagement events.
  • Unique opportunities to make meaningful connections and build a vibrant community, both inside and outside the workplace.
  • Explore life at Paramount: https://www.paramount.com/careers/life-at-paramount

Paramount is an equal opportunity employer (EOE) including disability/vet.

At Paramount, the spirit of inclusion feeds into everything that we do, on-screen and off. From the programming and movies we create to employee benefits/programs and social impact outreach initiatives, we believe that opportunity, access, resources and rewards should be available to and for the benefit of all. Paramount is proud to be an equal opportunity workplace. We are committed to equal employment opportunity regardless of race, color, ethnicity, ancestry, religion, creed, sex, national origin, sexual orientation, age, citizenship status, marital status, disability, gender identity, gender expression, and Veteran status.

If you are a qualified individual with a disability or a disabled veteran, you may request a reasonable accommodation if you are unable or limited in your ability to use or access https://www.paramount.com/careers as a result of your disability. You can request reasonable accommodations by calling 212.846.5500 or by sending an email to paramountaccommodations@paramount.com. Only messages left for this purpose will be returned.

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Paramount 소개

Paramount

Paramount

Public

Paramount Skydance Corporation is an American multinational mass media and entertainment conglomerate.

51-200

직원 수

Abu Dhabi

본사 위치

$8B

기업 가치

리뷰

10개 리뷰

3.8

10개 리뷰

워라밸

3.2

보상

3.5

문화

4.1

커리어

2.8

경영진

2.4

65%

지인 추천률

장점

Good benefits and compensation

Supportive and friendly team environment

Flexible work arrangements

단점

Poor management and leadership

Limited growth and advancement opportunities

High workload and stress

연봉 정보

74개 데이터

Junior/L3

Mid/L4

Senior/L5

Junior/L3 · Data Engineer

2개 리포트

$145,556

총 연봉

기본급

$111,966

주식

-

보너스

-

$145,556

$145,556

면접 후기

후기 6개

난이도

3.0

/ 5

소요 기간

14-28주

합격률

83%

경험

긍정 50%

보통 50%

부정 0%

면접 과정

1

Application Review

2

HR Screen

3

Hiring Manager Interview

4

Panel Interview

5

Offer

자주 나오는 질문

Behavioral/STAR

Past Experience

Culture Fit

Industry Knowledge