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Principal Machine Learning Engineer, ML Training Platform - Los Angeles, 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 areSnapchat
, 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 it's 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, ML Training Platform to join Snap Inc
What you'll do
:
Design, implement, and scale critical machine learning components and services to support Snap's most strategic initiatives
Build a next-generation training framework that can support large-scale model training, enabling us to push the limits of what's possible with machine learning
Perform training and model performance optimization with various GPUs to improve model training speed and efficiency
Develop an AutoML platform to accelerate model generation and automate the machine learning model lifecycle
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 company
Knowledge, Skills & Abilities
:
Strong understanding of machine learning approaches and algorithms
Excellent programming and software design skills, including debugging, performance analysis, and test design
Proven track record of operating highly-available systems at scale
Ability to proactively learn new concepts and technology and apply them at work
Skilled at solving ambiguous problems
Strong collaboration and mentorship skills
Minimum Qualifications
:
BS in technical field such as computer science, mathematics, statistics or equivalent years of experience
14+ years of industry machine learning experience
Experience with GPU/TPU training and optimizations
Preferred Qualifications
:
Masters/PhD in a technical field such as computer science
Experience leading teams and driving technical roadmaps
Experience working with machine learning, recommendation and ranking systems, or vector similarity search
Experience with TensorFlow, PyTorch, or related deep learning frameworks
Experience with Docker, Kubernetes, Ray, NoSQL solutions, Memcache/Redis, Google/AWS services
Experienced in MLOps and managing production machine learning lifecycle
"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 ataccommodations-
.
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 $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.
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