Senior Machine Learning Engineer

Full Time
Culver City, California, United States
11 months ago
About Crunchyroll

WE HELP EVERYONE BELONG. IT’S OUR PURPOSE.

Founded by fans, Crunchyroll delivers the art and culture of anime to a passionate community. We super-serve over 100 million anime and manga fans across 200+ countries and territories, and help them connect with the stories and characters they crave. Whether that experience is online or in-person, streaming video, theatrical, games, merchandise, events and more, it’s powered by the anime content we all love.

Join our team, and help us shape the future of anime!

About the role

As a Machine Learning Engineer on the Center for Data and Insights team, you will help create end-to-end solutions to bring the power of machine learning and data modeling to stakeholders and consumers and lay the foundation that allows our team to accelerate problem solving and scale its impact.

You will also:

  • Independently deliver effective solutions to problems with full stack ownership, from data to ml product ops and the service feedback loop.

  • Synthesize common patterns and build effective abstractions across various use cases

  • Partner with the Data Engineering, and Analytics teams across Business/Product/Content/Marketing in a two-way exchange of best practices

  • Communicate results to a variety of audiences, technical and non-technical

In the role of Senior Machine Learning Engineer, you will report to the Director of ML and Data Science. We are considering applicants for the location of Los Angeles (Culver City).

 

About You

We get excited about candidates, like you, because...

  • You have a Bachelors Degree in Computer Science, Statistics, Physics, Mathematics, or other quantitative fields (Masters/PhD preferred)

  • You have five or more years of applied ML experience with experience delivering quality results

  • You have solid experience in building production machine learning systems, including customer/item embedding and clustering, recommendation and ranking systems, time series forecasting, and causal inference with several frameworks

  • You have hands-on experience with MLOps and familiarity with practice: Infrastructure as Code, ML Ops System Design (Pipelines, Model Registry, Model Serving, Monitoring)

  • You have an ability to translate business context and intuition into data-oriented hypotheses to guide impact

  • You have experience with open-source ML frameworks such as sklearn, Keras/PyTorch, xgboost, cloud ML frameworks such as GCP Vertex AI, and MLops framework such as MLflow, infrastructure-as-code framework such as Terraform

About the Team

The Data Science & Machine Learning group, as part of Center for Data and Insights, is a newly created and growing team. Our mission is to leverage comprehensive data and effective DS/ML techniques to make an impact to Crunchyroll’s business by inspiring, supporting, and guiding our partners to be data-aware in their decisions, and analyzing, understanding, and improving our customers experience with models, algorithms, experiments, and insights.

Why you will love working at Crunchyroll

In addition to getting to work with fun, passionate and inspired colleagues, you will also enjoy the following benefits and perks:

  • Receive a great compensation package including salary plus performance bonus earning potential, paid annually.

  • Flexible time off policies allowing you to take the time you need to be your whole self.

  • Generous medical, dental, vision, STD, LTD, and life insurance

  • Health Saving Account HSA program

  • Health care and dependent care FSA

  • 401(k) plan, with employer match

  • Employer paid commuter benefit

  • Support program for new parents

  • Pet insurance and some of our offices are pet friendly!

#LifeAtCrunchyroll #LI-Hybrid

The Pay Range for this position is listed. Actual pay will vary based on factors including, but not limited to location, experience, and performance. The range listed is just one component of Crunchyroll’s Total Rewards offerings for employees. Other rewards may include performance bonuses, employer matched retirement savings, time-off programs, and progressive health benefits and perks.Pay Transparency - Culver City, CA$152,022—$190,027 USDAbout our Values

We want to be everything for someone rather than something for everyone and we do this by living and modeling our values in all that we do. We value

  • Courage. We believe that when we overcome fear, we enable our best selves.

  • Curiosity. We are curious, which is the gateway to empathy, inclusion, and understanding.

  • Service. We serve our community with humility, enabling joy and belonging for others.

  • Kaizen. We have a growth mindset committed to constant forward progress.

Our commitment to diversity and inclusion

Our mission of helping people belong reflects our commitment to diversity & inclusion. It's just the way we do business.

We are an equal opportunity employer and value diversity at Crunchyroll. Pursuant to applicable law, we do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.

Crunchyroll, LLC is an independently operated joint venture between US-based Sony Pictures Entertainment, and Japan's Aniplex, a subsidiary of Sony Music Entertainment (Japan) Inc., both subsidiaries of Tokyo-based Sony Group Corporation.

Questions about Crunchyroll's hiring process? Please check out our Hiring FAQs: https://help.crunchyroll.com/hc/en-us/articles/360040471712-Crunchyroll-Hiring-FAQs

Please beware of recent scams to online job seekers. Those applying to our job openings will only be contacted directly from @crunchyroll.com email account.