Machine Learning Tech Lead, Content Understanding
Job Description
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.
Some core features we build and maintain include Snapchat's Camera, Creative Tools, Maps, Chat, Memories, Stories, Discover, Games, and Minis. Our Infrastructure teams deliver an innovative and cost-efficient platform that ensures Snapchat is the fastest way to communicate with your friends, no matter where you are in the world. We have one of the fastest growing digital ad platforms, and our Monetization teams drive measurable returns for advertisers through novel ad formats like Augmented Reality. As a Snap Engineering team member, you'll help us build the future of communication.
We're looking for a Machine Learning Tech Lead, Content Understanding to join Snap!
What you'll do:
- Build and optimize world-class ML-based products and systems to provide the best content experience for Snapchatters and our community.
- Drive the team's strategy and goal setting related to project impact, AI system design, and ML excellence
- Collaborate with leadership to uplevel the ML tech stack and improve the performance of the organization
Knowledge, Skills & Abilities:
- Vast experience designing, training, and analyzing neural networks for content understanding, LLM, sequence and graph learning
- In-depth understanding of common Machine Learning and Deep Learning algorithms
- Effectiveness at leading and executing large, complex technical initiatives
Minimum Qualifications:
- Masters or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics or a related field; or equivalent industry experience
- Experience with deep learning framework such as PyTorch, JAX, and TensorFlow
- Experience with machine learning infrastructure, distributed systems, and recommendation systems
- 7+ years of industry experience with large-scale customer-facing AI products
Preferred Qualifications:
- Experience contributing to AI publications
- Previous 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
- Deep knowledge of and experience working with a diverse group of engineers
- Someone who loves to learn, and is passionate about developing top engineering talent and leaders
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. These pay zones may be modified in the future.
- Zone A (CA, WA, NYC) : The base salary range for this position is $265,000 - 385,000 annually
- Zone B : The base salary range for this position is $252,000 - 366,000 annually
- Zone C : The base salary range for this position is $225,000 - $327,000 annually
- This position is eligible for equity in the form of RSUs
"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 at least 80% of the time (an average of 4 days per week).
If you are not based in the same location(s) listed for this role and are open to relocation, we encourage you to apply to take advantage of our generous relocation policy.
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 [email protected].
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 maternity & paternity leave, comprehensive medical coverage, emotional and mental health support programs, and compensation packages that let you share in Snap's long-term success!
Date Posted
04/15/2023
Views
11
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