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Engineering Manager — ML Researcher Tooling

Los Gatos, California, United States of America

Ingenieurwesen
Product Manager, Messaging Algorithms

Los Gatos, California, United States of America

Product Management
Principal Program Manager, Live - Globalization

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Makati City, Philippines

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Product Management
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Ingenieurwesen
Weitere Positionen anzeigen


ENGINEERING MANAGER — ML RESEARCHER TOOLING

Los Gatos, California, United States of America

Jetzt bewerben

--------------------------------------------------------------------------------

STELLENSUCHAUFTRAG-ID

JR29057

JOB POSTING DATE

08-06-2024

TEAMS

Ingenieurwesen

ARBEITSTYP

Telearbeit

--------------------------------------------------------------------------------

Netflix is one of the world’s leading entertainment services with 278 million
paid memberships in over 190 countries enjoying TV series, films and games
across a wide variety of genres and languages. Members can play, pause and
resume watching as much as they want, anytime, anywhere, and can change their
plans at any time.





The Role

We are seeking an experienced Engineering Manager to lead our internal research
engineering tools team. This team develops and maintains tools and
infrastructure that enhances the velocity, scalability, and reliability of our
applied Machine Learning (ML) innovation. These tools are an integral part of
the daily workflow of our ML researchers, helping them to drive groundbreaking
advancements in Netflix’s member experience. As part of a larger applied
research organization, you will work closely with our research managers to
identify frictions, to design and build engineering solutions, and to advance
the state-of-the-art in machine learning. 



To be successful in this role, you must possess strong communication,
organizational, and interpersonal skills; have experience with the machine
learning ecosystem; and have a passion for improving developer (or researcher)
experience. Your responsibilities will include managing and mentoring a team of
senior and highly experienced engineers, developing the technical vision and
roadmap for the area, and balancing the needs of stakeholders with competing
needs and priorities.



If you are ready to make a difference at a company that matters, and if you want
to work with machine learning, and developer tools, in a company that strongly
believes in both, then we would love to talk to you.



Requirements:

 * 2+ years of experience as an engineering manager, and 6+ years of industry
   experience overall.

 * Strong software design and development skills (in either Python, Scala, Java,
   C++, or an equivalent production language).

 * Experience with parallel and distributed computing

 * BS in Computer Science or related field



Preferred, but not required:

 * 4+ years of experience as engineering manager, and 10+ years of industry
   experience overall.

 * Experience leading a developer tools team. 

 * Experience operating and customizing Bazel, or similar distributed build
   systems (such as Buck, Pants, etc).

 * Experience with machine learning frameworks, such as TensorFlow, PyTorch, etc



Netflix's culture is an integral part of our success, and we approach diversity
and inclusion seriously and thoughtfully. We are an equal opportunity employer
and celebrate diversity, recognizing that bringing together different
perspectives and backgrounds helps build stronger teams. We do not discriminate
on the basis of race, religion, color, national origin, gender, sexual
orientation, age, marital status, veteran status, or disability status.



Our compensation structure consists solely of an annual salary; we do not have
bonuses. You choose each year how much of your compensation you want in salary
versus stock options. To determine your personal top-of-market compensation, we
rely on market indicators and consider your specific job family, background,
skills, and experience to determine your compensation in the market range. The
range for this role is $190,000 - $920,000.



Netflix provides comprehensive benefits including Health Plans, Mental Health
support, a 401(k) Retirement Plan with employer match, Stock Option Program,
Disability Programs, Health Savings and Flexible Spending Accounts,
Family-forming benefits, and Life and Serious Injury Benefits. We also offer
paid leave of absence programs.  Full-time hourly employees accrue 35 days
annually for paid time off to be used for vacation, holidays, and sick paid time
off. Full-time salaried employees are immediately entitled to flexible time off.
See more details about our Benefits here.



Netflix has a unique culture and environment.  Learn more here.  


 



We are an equal-opportunity employer and celebrate diversity, recognizing that
diversity of thought and background builds stronger teams. We approach diversity
and inclusion seriously and thoughtfully. We do not discriminate on the basis of
race, religion, color, ancestry, national origin, caste, sex, sexual
orientation, gender, gender identity or expression, age, disability, medical
condition, pregnancy, genetic makeup, marital status, or military service.



Job is open for no less than 20 days and will be removed when the position is
filled.



Unterstützt von   eightfold.ai #WhatsNextForYou


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the world's leading entertainment services with 278 million paid memberships in
over 190 countries enjoying TV series, films and games across a wide variety of
genres and languages. Members can play, pause and resume watching as much as
they want, anytime, anywhere, and can change their plans at any time. The Role
With more than 200 million members in over 190 countries, Netflix continues to
shape the future of entertainment around the world. Our product offering is
expanding, with new plans such as an Ads Tier and new content categories such as
Games and Live. Our messaging and notifications are a main way we speak to
consumers, to inform and build excitement for our changing business.
Personalization ensures that we provide our consumers with timely, informative,
and delightful messages that keep them engaging with our service, finding the
right user experiences, and asking for more of our messages. Machine learning is
essential to running our messaging program. We are looking for a Product manager
to transform our messaging program from one that primarily acts as an extension
of our on-service recommendation engine to a platform that can serve the many
needs of our diversifying product offering. You will build and own the holistic
systems that power the messaging experience at Netflix, ranging from targeting,
timing, content personalization, etc. You will leverage and advance Netflix's
deep expertise in machine learning and causal inference to build intelligent
systems that adapt to our consumers. You will marry building data driven
products with practical decision making, establishing frameworks, rules, and
prioritization for new messaging experiences so that we can run the business.
You will advance and sponsor the data, experimentation, and analytical
capabilities needed for these products together with data science partners
Leveraging available data, you will craft and communicate a strategic roadmap
and see to its execution leading cross-functional teams of the industry's best
data scientists and machine learning and software engineers. You will partner
closely with cross-functional partners to build the next generation Messaging
Platform for Netflix. You will also be a key contact for the multiple lines of
business that are hoping to leverage the platform, understanding their
requirements and communicating the platform's capabilities. As a high-leverage
thought leader, you will have the ability to shape our thinking on how to evolve
our product, and have a massive impact on how members enjoy our service. What we
offer The opportunity to have impact. The Netflix product management model is
different from most technology companies. Our key product management leaders -
including this position - work with multiple sprint teams but do not have direct
reports. Consequently, we're looking for experienced product leaders who are
strategic and also like rolling up their sleeves. Responsibility. Netflix offers
true transparency and autonomy. Our culture is unique and is key to how we
innovate. Learning. You will be creating customer experiences and business
models that have never been done before. You will have the opportunity to work
with stunning colleagues who value collaboration and from whom you can learn. A
work environment where you can grow your career. Many of our top execs started
out as individual contributors. Who will be successful in this role? You combine
a deep technical background in e.g. statistics, econometrics, or machine
learning with a strong product sense and excellent communication skills to
define, explain and execute your vision. You naturally gravitate towards
experimentation as a way to validate your hypotheses while having a healthy
skepticism when interpreting experimental results You are able to work with
world-class engineers, have the statistical acumen to collaborate with top-notch
data scientists, the communication skills to translate the implications of that
work to less technical partners, and the business sense to drive product. You
have a bias towards action, and can independently and effectively rally
cross-functional teams and drive projects forward with speed You have
demonstrated your ability to communicate complex ideas at different altitudes to
different types of audiences, and can vary your communication approach depending
on your audience to drive to the best outcomes You have a willingness to dive
into all parts of the problem space and not limit yourself to problems that can
be solved with advanced methodologies. You build strong partnerships with other
product managers, engineering, and business stakeholders Having demonstrated the
ability to build successful consumer facing applications and algorithms, and
experiences with notification and messaging are a big plus. Skills 8+ yrs
experience managing consumer products leveraging machine learning (e.g.
recommendation systems, messaging) with a proven record of prioritizing and
successfully launching impactful products or platforms. Demonstrated leadership
experience working effectively with data scientists, machine learning engineers,
statisticians etc. Proven ability to map algorithmic solutions to product
problems with demonstrated impact on business metrics through AB testing.
Excellent written communication skills and ability to present technical content
to non-technical audiences. Ability to partner with different functions to
ensure that your solutions drive real business impact. Strategic thinking and
ability to incorporate larger business context into algorithm and product
development. Generally, our compensation structure consists solely of an annual
salary; we do not have bonuses. You choose each year how much of your
compensation you want in salary versus stock options. To determine your personal
top of market compensation, we rely on market indicators and consider your
specific job family, background, skills, and experience to determine your
compensation in the market range. The range for this role is $240,000-$725,000.
Netflix provides comprehensive benefits including Health Plans, Mental Health
support, a 401(k) Retirement Plan with employer match, Stock Option Program,
Disability Programs, Health Savings and Flexible Spending Accounts,
Family-forming benefits, and Life and Serious Injury Benefits. We also offer
paid leave of absence programs. Full-time hourly employees accrue 35 days
annually for paid time off to be used for vacation, holidays, and sick paid time
off. Full-time salaried employees are immediately entitled to flexible time off.
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environment. Learn more here. We are an equal-opportunity employer and celebrate
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teams. We approach diversity and inclusion seriously and thoughtfully. We do not
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the dissemination and adoption of new guidelines to regions, tracking and
explanation for exceptions. Deeply understand the intersection of UI design,
algorithmic behavior, and title setup. You will use this knowledge to build
logic and behavior trackers so that we can have a clear understanding of what
happens in the product experience, and when (ex: what indicators tell members
what language a title is in, when a new season is coming, etc) Identify and
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feedback Intake ongoing input and feedback from local Title Merchandisers (EMEA,
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brand-defining); provide perspective on title merchandising needs, behaviors,
and goals. 8+ years of experience in Merchandising Roles or Entertainment
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platforms Deep understanding of consumer behaviors and discovery habits with
entertainment, understands how those intersect with content catalog and services
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contact for users seeking technical assistance Responsible for learning how
users experience technology through investigation, documentation, and
categorization of interactions with a focus on trends and contact reasoning
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"id_locale": "JR28831-de", "job_description": "Netflix is one of the world's
leading entertainment services with 278 million paid memberships in over 190
countries enjoying TV series, films and games across a wide variety of genres
and languages. Members can play, pause and resume watching as much as they want,
anytime, anywhere, and can change their plans at any time. The Role Netflix is
one of the world's leading entertainment services with 278 million paid
memberships in over 190 countries enjoying TV series, films and games across a
wide variety of genres and languages. Members can play, pause and resume
watching as much as they want, anytime, anywhere, and can change their plans at
any time. It's an amazing time to be joining Netflix as we continue to transform
entertainment on our mission to entertain the world! To achieve this, we are
building a technology-powered studio for global production, distribution and
delivery of compelling content to over 240 million members in 190 countries in
more than 30 languages. We are also expanding into new forms of entertainment
such as gaming and live streaming. About Studio Tech Solutions (STS) For Netflix
Studio to continue to scale and produce quality content, the Studio business
teams work closely with product partners to innovate and develop technical
solutions that support the entire content life cycle - planning, programming,
producing, distributing and promoting content on a global scale. These solutions
include internal enterprise applications that support critical functions, as
well as short-term technical solutions that increase operational efficiency at
the business user level on a smaller, rapidly iterative scale. STS works
directly with business stakeholders, product partners and engineering colleagues
to deliver these short-term solutions. The team's goal is to translate business
challenges and opportunities for operational improvement into focused, nimble
and highly impactful solutions as an integral part of the Netflix Studio product
ecosystem. About the Role As a Solutions Software Engineer (L5) on the STS team,
you'll be a part of a co-located team working out of the Los Angeles office.
You'll use a broad set of internal and third-party technology and tools to
contribute to impactful short-term solutions that increase operational
efficiency within the Content Planning and Finance area of the Netflix Studio
business. You will be responsible for providing short-term solutions that
automate highly manual processes until those features can be evaluated and
incorporated into the enterprise application ecosystem. You will interface with
business users, analyze their needs, design and develop a solution, or leverage
existing technology/tools with customized enhancements. Most of the solutions
involve data ingestion or export tasks. While we value your ability to create
well-defined systems, your effectiveness will be related to your ability to
context switch effectively while developing nimble solutions for the studio.
Your effectiveness in this role will be related to: Your ability to learn
quickly and switch contexts productively in a highly collaborative development
environment. Your curiosity to gain business and technical context to determine
the efficient level of engineering investment for project scope.. Your eagerness
to share learning and project visibility with the team, partners, and
stakeholders. Having a keen eye for identifying the team's productivity tooling
opportunities and working with partners to influence their feature roadmap. You
belong in this team if: You are passionate about solving problems and love every
aspect of the full-stack software development life cycle. You understand the
importance of seeking in-depth and broad context to build an effective solution.
You enjoy building prototypes and short-term solutions to help improve and
empower users to innovate on business workflows. You are comfortable
contributing to solutions at all technical levels, from scripting to building a
custom application. Qualifications: 4+ years of experience in full-stack
development. Comfortable working with: Node.js, Python or Java. React or similar
front-end frameworks. Experience with API integrations (GraphQL, REST and/or
gRPC). Experience with end-to-end project ownership (user interview to project
delivery) Experience working with non-technical business stakeholders Keen
understanding of database models and SQL. Our compensation structure consists
solely of an annual salary; we do not have bonuses. You choose each year how
much of your compensation you want in salary versus stock options. To determine
your personal top of market compensation, we rely on market indicators and
consider your specific job family, background, skills, and experience to
determine your compensation in the market range. The range for this role is
$100,000 - $720,000. Netflix provides comprehensive benefits including Health
Plans, Mental Health support, a 401(k) Retirement Plan with employer match,
Stock Option Program, Disability Programs, Health Savings and Flexible Spending
Accounts, Family-forming benefits, and Life and Serious Injury Benefits. We also
offer paid leave of absence programs. Full-time hourly employees accrue 35 days
annually for paid time off to be used for vacation, holidays, and sick paid time
off. Full-time salaried employees are immediately entitled to flexible time off.
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