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Staff Machine Learning Engineer

Staff Machine Learning Engineer

Warner Bros. DiscoveryNew York, New York, United States
Hace 2 días
Tipo de contrato
  • A tiempo completo
Descripción del trabajo

This job is with Warner Bros. Discovery, an inclusive employer and a member of myGwork – the largest global platform for the LGBTQ+ business community. Please do not contact the recruiter directly.

Welcome to Warner Bros. Discovery… the stuff dreams are made of.

Who We Are…

When we say, “the stuff dreams are made of,” we’re not just referring to the world of wizards, dragons and superheroes, or even to the wonders of Planet Earth. Behind WBD’s vast portfolio of iconic content and beloved brands, are the storytellers bringing our characters to life, the creators bringing them to your living rooms and the dreamers creating what’s next…

From brilliant creatives, to technology trailblazers, across the globe, WBD offers career defining opportunities, thoughtfully curated benefits, and the tools to explore and grow into your best selves. Here you are supported, here you are celebrated, here you can thrive.

We are the now and the next. The power behind the people building the future. We are born from the spirit of innovation. We are created from the idea that people around the world want more, need more, deserve more. We are the home of the global digital revolution. We are CNN.

To see what it’s like to work at CNN, follow @WBDLife on

Instagram

and

X !

About the Team

With deep domain expertise, advanced technical capabilities, and a proven track record of

successful collaborations, the AI Enablement & Machine Learning team at CNN is

accelerating our digital transformation through strategic applications of machine learning

and AI technologies. Our current products include popular, related and personalized

content recommendations, contextual ad targeting, and site search-serving millions of CNN

users via CNN web and mobile apps. Within the next quarter, we will be launching

summarization and classification features with chat to follow early next year.

We have a variety of specializations and collaborate closely, enhancing our platform and

adding to the suite of machine learning features running on it.

  • Machine learning engineers (MLEs) build models and features
  • Data engineers fulfill the availability and latency requirements provided by MLEs
  • Some software engineers partner with MLEs to operationalize and expose models

and features

  • Other software engineers focus on our ML platform and tooling, including A / B
  • testing

    Here are some of the key challenges the team will tackle in next couple of quarters :

    Content Summaries : Support testing and adoption of various types of content

    summaries from multiple domains, which can be leveraged in consumer experiences

    along with embedding generation and classification.

    Two-Tower Experimentation : Explore options for incorporating additional user

    context in our personalized recommendations model such as geolocation, time of

    day and time of year

    All Access Search

    Partner with teams across CNN to design and build a roadmap

    for CNN streaming content search.

    Bandit Foundation

    Enhance data access and begin experimenting with bandits for

    online ranking of recommendations

    Optimize Site Performance :

    Dynamically deliver personalized content alongside

    cached assets, improving load times and enhancing user experience with features

    like page-level deduplication

    About the Job

    As a Staff MLE, you will work across our team and collaborate with engineering leads on

    other teams to drive technical excellence, facilitate growth and promote an inclusive and

    supportive engineering culture.

  • Design and deliver ML components within our services against product
  • requirements—explore data, identify gaps, and prepare it for machine learning

    models

  • Implement model training processes on a schedule in production with monitoring
  • and validation to assess model and system performance

  • Take full ownership of problems with ML scope—devise solutions based on limited
  • information, adapt existing approaches, and use judgment to select the right course

    of action. Help others understand ML components within our larger systems and

    products

  • Design components and systems architecture, driving technical decisions that create
  • functional-level impact and deliver complex features in partnership with platform

    engineers

  • Be passionate about software engineering with a strong sense of responsibility for
  • the code you and your team write, delivering high-quality results that improve with

    each iteration. Author, test, review, and optimize production-quality code, following

    best practices including version control, and continuous delivery

  • Communicate effectively across different audiences—whether through technical
  • documentation, code reviews, design reviews, or interactions with stakeholders and

    adjacent teams

  • Embrace failure as a learning opportunity—use research and experimentation to
  • choose the best solutions that meet company goals, moving autonomously from

    proof-of-concept to production release

    The Essentials

  • Bachelor's Degree AND 5+ years of related experience or Master's Degree AND 3+
  • years of related experience, in Computer Science, Electrical or Computer

    Engineering, or related field AND 3+ years related experience with machine

    learning, artificial intelligence, statistics, predictive analytics, research)

  • 5+ years of industry software engineering experience in one or more languages,
  • preferably with extensive python experience

  • 3+ years experience developing and deploying AI / ML products or systems at
  • multiple stages in the product cycle from ideation and proof of concept to

    deployment, monitoring, and iteration

    The Nice to Haves

  • Experience with NLP, information retrieval, or Recommendation Systems
  • Understanding of experimentation frameworks and A / B testing methodologies
  • Experience with data pipelines, feature stores, or embedding infrastructure
  • Background in media, publishing, or content recommendation systems
  • How We Get Things Done…

    This last bit is probably the most important! Here at WBD, our guiding principles are the core values by which we operate and are central to how we get things done. You can find them at

    www.wbd.com / guiding-principles /

    along with some insights from the team on what they mean and how they show up in their day to day. We hope they resonate with you and look forward to discussing them during your interview.

    Championing Inclusion at WBD

    Warner Bros. Discovery embraces the opportunity to build a workforce that reflects a wide array of perspectives, backgrounds and experiences. Being an equal opportunity employer means that we take seriously our responsibility to consider qualified candidates on the basis of merit, without regard to race, color, religion, national origin, gender, sexual orientation, gender identity or expression, age, mental or physical disability, and genetic information, marital status, citizenship status, military status, protected veteran status or any other category protected by law.

    If you’re a qualified candidate with a disability and you require adjustments or accommodations during the job application and / or recruitment process, please visit our

    accessibility page

    for instructions to submit your request.

    In compliance with local law, we are disclosing the compensation, or a range thereof, for roles in locations where legally required. Actual salaries will vary based on several factors, including but not limited to external market data, internal equity, location, skill set, experience, and / or performance. Base pay is just one component of Warner Bros. Discovery’s total compensation package for employees. Pay Range : $145,600.00 - $270,400.00 salary per year. Other rewards may include annual bonuses, short- and long-term incentives, and program-specific awards. In addition, Warner Bros. Discovery provides a variety of benefits to employees, including health insurance coverage, an employee wellness program, life and disability insurance, a retirement savings plan, paid holidays and sick time and vacation.

    ]]>

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