Research Scientist, Graph Machine Learning

Snap Inc.

Bellevue, WA

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JOB DETAILS
SALARY
$173,000–$259,000 Per Year
LOCATION
Bellevue, WA
POSTED
14 days ago
Snap Inc (https://www.snap.com/en-US/) 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 (https://www.snapchat.com/) , a visual messaging app that enhances your relationships with friends, family, and the world; Lens Studio (https://ar.snap.com/lens-studio) , an augmented reality platform that powers AR across Snapchat and other services; and its AR glasses, Spectacles (https://www.spectacles.com/) . Snap Research (https://research.snap.com/) serves as an innovation engine for the company. Our projects range from solutions to hard technical problems that significantly enhance Snap's existing products, to riskier explorations that can lead to fundamental paradigm shifts in the way people communicate and express themselves. The team consists of scientists and engineers who experiment with and invent new technology that has a lasting impact on Snap's products. We also frequently publish our work at top conferences and journals in computer science and related fields. We are looking for a Research Scientist to join our User Modeling and Personalization Research Team! Our team's mission is to invent new ways to model user behavior, and empower our business partners to build world-class user-centric ML systems which shape personalized experiences across Snap. Our work spans the domains of generative and language models for information retrieval, efficient large-scale recommender systems, and representation learning for structured graph data. Together with you, we seek to redefine the state-of-the-art in technology to deliver our users customized experiences which delight them. What you'll do: + Lead research projects in graph machine learning and relational modeling, with applications to recommendation, classification and safety applications + Build scalable research prototypes and evaluate them in large-scale machine learning scenarios + Share your expertise with teammates and interns + Publish your findings at top conferences + Partner with engineering teams to deliver your technology to millions of Snapchatters Knowledge, Skills, & Abilities: + Strong technical knowledge of machine learning, graph modeling (including Graph Neural Networks and Graph Transformers), and state-of-the-art deep learning literature + Demonstrated ability in defining, leading and executing challenging research projects + Strong computer science fundamentals, problem-solving and engineering skills (Python, PyTorch) + Pragmatic, hands-on approach to research with a drive to build working prototypes rather than solely rely on theoretical exploration + Proven ability to mentor interns, students and junior researchers Minimum Qualifications: + PhD in computer science, machine learning, language technologies or related technical field such as statistics, mathematics, or equivalent years of experience + Track record of first-author publications in top machine learning or information retrieval venues (e.g. ICLR, NeurIPS, ICML, KDD, RecSys, SIGIR, WSDM, LoG etc.) + Strong familiarity with PyTorch, and hands-on experience with distributed (multi-node and multi-GPU) machine learning model training, inference and experimentation + Experience applying graph machine learning models in the context of link-level and node-level tasks Preferred Qualifications: + Experience with large-scale graph machine learning problems in an academic or industrial research lab, or equivalent open-source experience + Experience with large-scale data processing, collection or synthesis using machine learning frameworks on Enterprise Cloud solutions like Google Cloud, AWS, and/or Azure + Familiarity with machine learning application surfaces in recommendations and safety, and an interest to apply your work at scale + Familiarity with modern trends in sequence models and language, and their interrelationships with graph modeling + Demonstrated ability to transform cutting-edge research into tangible product improvements If you have a disability or special need that requires accommodation, please don't be shy and provide us some information (https://docs.google.com/forms/d/e/1FAIpQLScV7t31iR3yYR9ztGDHJpbvL63svWpb6s0afkBkLEjGnDx4Kg/viewform) . "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. We are an Equal Opportunity Employer and will consider qualified applicants with criminal histories in a manner consistent with applicable law (by example, the requirements of the San Francisco Fair Chance Ordinance and the Los Angeles Fair Chance Initiative for Hiring, where applicable). Our Benefits (http://careers.snap.com/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 success! Compensation 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. The starting pay may be negotiable within the salary range for the position. These pay zones may be modified in the future. Zone A (CA, WA, NYC) (https://careers.snap.com/us-payzones) : The base salary range for this position is $173,000-$259,000 annually. Zone B (https://careers.snap.com/us-payzones) : The base salary range for this position is $164,000-$246,000 annually. Zone C (https://careers.snap.com/us-payzones) : The base salary range for this position is $147,000-$220,000 annually. This position is eligible for equity in the form of RSUs. **A Decade of Snap (https://www.youtube.com/playlist?list=PLdfCGl7CQeT\_N\_Gmli1oV1X6c9Ubzoozp)** **:** Learn about our origin story, values, mission, culture of innovation, and more. **CitizenSnap (https://citizen.snap.com/)** **:** 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. **The DEI Innovation Summit (https://actreport.com/dei-innovation-summit-2022/)** **:** 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. **Snap News (https://newsroom.snap.com/)** **:** Stay up to date on the latest and greatest product and innovation news at Snap Applicant and Candidate Privacy Policy (https://storage.googleapis.com/hris-assets/Applicant\_and\_Candidate\_Privacy\_Policy.pdf)

About the Company

S

Snap Inc.

Our Story

The name may have changed over the years, but the commitment made when the forerunner of SNAP (Spokane Neighborhood Action Partners) formed in 1966 remains its guiding purpose today. SNAP’s mission was, and is, to provide people of low income with access to needed resources, and to help them make the kinds of connections that create opportunity. Our goal always has been to help build a vibrant community that treats everyone with dignity and respect by advocating for that which is fair, honorable and equitable.

The foundation for what is now SNAP got its start in the summer of 1966, when Father Frank Bach, then the director of Catholic Charities in Spokane, enlisted the assistance of the St. Vincent DePaul Society to establish three community centers, in Hillyard, East Central and West Central Spokane, each with a goal of helping low-income people meet their emergency needs as well as to provide a multitude of services within those communities.

These centers and the community-based programs they initiated were so successful that the Spokane Community Action Agency took over the administration of the neighborhood centers. Unfortunately, that agency lost its funding in the summer of 1973. The programs would have been lost were it not for the intervention of a number of community leaders. New funding was secured and Catholic Charities again administered the program.

Striving to fill growing needs, the Neighborhood Centers had developed an annual budget in excess of $4 million by 1985 and were growing beyond the scope of Catholic Charities. On September 12, 1985, with Tom Pleas as Director, the centers became Spokane Neighborhood Centers, Inc. The incorporators were: P.J. Grabicki, Thelma Pugh, Robert Huckabay, Sheri Barnard, Clarence (Bud) Barnes, Nora Beggs, Ed Stevens and Bill Fearn. The corporation adopted bylaws on December 10, 1985.

Five years after incorporation, leadership shifted with the announced retirement of Director Pleas. The agency’s associate director, Larry Stuckart, was formally named executive director in July 1992. Julie Honekamp assumed the role of SNAP and SNAP Financial Access CEO in June of 2011.

From 1985 through the present, the agency has expanded services to meet the needs of a growing population, proving itself to be more than just “neighborhood centers.” Through continuing expansion and a variety of programs, the agency strives to facilitate long-term solutions for the people it serves.

The agency officially became Spokane Neighborhood Action Programs in December 1991, a name chosen to reflect the breadth of the agency’s operations. In Sheri S. Barnard’s Mayoral Proclamation, the agency pledged to continue providing quality services and to ensure that Spokane remains a place that cares about its citizens. In 2008, the name was officially shortened to “SNAP” and legally changed to Spokane Neighborhood Action Partners.

With a re-energized mission, vision and values statement, as well as a new visual identity, SNAP continues to respond to individual and community needs by providing a range of opportunities that offer stability to our vulnerable neighbors and encourage economic self-sufficiency for those who are able.

COMPANY SIZE
100 to 499 employees
INDUSTRY
Other/Not Classified
FOUNDED
1966
WEBSITE
https://www.snapwa.org/