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Principal Machine Learning Engineer, Ad Ranking - Palo Alto, United States - Snap
Description
Job DescriptionSnap Inc ) is a technology company. We believe the camera presents the greatest opportunity to improve the way people live and communicate.
Snap contributes to human progress by empowering people to express themselves, live in the moment, learn about the world, and have fun together.
The Company's three core products are Snapchat ) , a visual messaging app that enhances your relationships with friends, family, and the world; Lens Studio ) , an augmented reality platform that powers AR across Snapchat and other services; and its AR glasses, Spectacles ) .Snap Engineering ) teams build fun and technically sophisticated products that reach hundreds of millions of Snapchatters around the world, every day. We're deeply committed to the well-being of everyone in our global community, which is why our values ) are at the root of everything we do. We move fast, with precision, and always execute with privacy at the forefront.
We're looking for a Principal Machine Learning Engineer to join the Ad Ranking team at Snap
What you'll do:
Drive the technical roadmap of the Ad Ranking team, advance the core ML capabilities of the ad optimization stack, and support various business verticals including app / web monetization and dynamic product ads
Design, implement, and scale critical machine learning models to support Snap's monetization strategies
Collaborate with cross-functional teams to set and align on machine learning strategies to meet company objectives
Stay up-to-date with the latest technology in machine learning and apply this knowledge to tackle complex problems in innovative ways
Collaborate with leadership to up-level the ML tech stack and improve the performance of the organization
Work across teams to understand product requirements, evaluate trade-offs, and deliver the solutions needed to build innovative products or services
Advocate for and apply best practices when it comes to availability, scalability, operational excellence, and cost management
Provide technical direction that influences the entire ML community
Knowledge, Skills & Abilities:
Strong understanding of machine learning and deep learning approaches and algorithms, and their applications to advertising, recommendation, and/or search domain
Experience setting the direction for a team whose primary output is online ranking / recommendation models
Ability to design, train, and optimize advanced machine learning models
Excellent programming and software design skills
Ability to proactively learn new concepts and technology and apply them at work
Skilled at solving ambiguous problems and leading and executing complex technical initiatives
Strong collaboration and mentorship skills
Minimum Qualifications:
Bachelor's in a technical field such as computer science, mathematics, statistics or equivalent years of experience
11+ years of industry machine learning experience
Experience developing and shipping performant and scalable machine learning models for recommendation or ranking use cases
Experience with TensorFlow, PyTorch, or related deep learning frameworks
Preferred Qualifications:
Experience in online advertising, including ad targeting, ranking, auction, and/or marketplace optimization.
Advanced degree in a related field such as machine learning, computer vision, or mathematics
Experience partnering with cross-functional executives and management across a globally distributed organization and exercising sound judgment
Track record of delivery in rapidly changing, highly collaborative, multi-site, multi-stakeholder environments
Experience working with a diverse group of engineers
Experience contributing to AI publications
"Default Together" Policy at Snap:
At Snap Inc.
we believe that being together in person helps us build our culture faster, reinforce our values, and serve our community, customers and partners better through dynamic collaboration.
To reflect this, we practice a "default together" approach and expect our team members to work in an office 4+ days per week.
At Snap, we believe that having a team of diverse backgrounds and voices working together will enable us to create innovative products that improve the way people live and communicate.
Snap is proud to be an equal opportunity employer, and committed to providing employment opportunities regardless of race, religious creed, color, national origin, ancestry, physical disability, mental disability, medical condition, genetic information, marital status, sex, gender, gender identity, gender expression, pregnancy, childbirth and breastfeeding, age, sexual orientation, military or veteran status, or any other protected classification, in accordance with applicable federal, state, and local laws.
EOE, including disability/vets.If you have a disability or special need that requires accommodation, please don't be shy and contact us at accommodations- .
Our Benefits ) :Snap Inc.
is its own community, so we've got your back We do our best to make sure you and your loved ones have everything you need to be happy and healthy, on your own terms.
Our benefits are built around your needs and include paid parental leave, comprehensive medical coverage, emotional and mental health support programs, and compensation packages that let you share in Snap's long-term successCompensation
In the United States, work locations are assigned a pay zone which determines the salary range for the position. The successful candidate's starting pay will be determined based on job-related skills, experience, qualifications, work location, and market conditions. These pay zones may be modified in the future.
Zone A (CA, WA, NYC) ) :
The base salary range for this position is $244,000-$366,000 annually.
Zone B ) :
The base salary range for this position is $232,000-$348,000 annually.
Zone C ) :
The base salary range for this position is $208,000-$311,000 annually.
This position is eligible for equity in the form of RSUs.
A Decade of Snap )
:
Learn about our origin story, values, mission, culture of innovation, and more.
CitizenSnap )
:
In our third annual CitizenSnap Report, we demonstrate progress towards our environmental, social, and governance (ESG) goals, and we lay out our plans looking forward.
:
Watch highlights from the 2nd annual DEI Innovation Summit, which brings together thought leaders and DEI experts for a day of courageous conversations to enable bold action.
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Stay up to date on the latest and greatest product and innovation news at Snap
Applicant and Candidate Privacy Policy )
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