Group Product Manager – AI Infrastructure
Lambda
CloudDistributed Systems
Software Engineer, ML Infrastructure
Snap Inc.
full-time
Posted on:
Location Type: Hybrid
Location: Los Angeles • California, Washington • 🇺🇸 United States
Visit company websiteSalary
💰 $209,000 - $313,000 per year
Job Level
Mid-LevelSenior
Tech Stack
CloudDistributed SystemsJavaPythonRayScalaSpark
About the role
- Design and optimize infrastructure systems for machine learning workloads at scale and drive reliability and efficiency improvements across Snapchat’s ML Infrastructure
- Develop high-performance inference systems to ensure fast and efficient AI model serving
- Build infrastructure to perform scalable ML model training, evaluation, and inference in the cloud
- Develop high-performance inference systems to ensure fast and efficient AI model serving
- Build comprehensive data management systems for scalable data collection, labeling, processing, and evaluation
- Work on state-of-the-art vector search algorithms to improve the precision, recall and scalability of our retrieval systems
- Work closely with ML engineers to deploy cutting-edge models into production
Requirements
- Bachelor’s degree in a technical field such as computer science or equivalent experience
- 6+ years of post-Bachelor’s software development experience; or Master’s degree in a technical field + 5+ year of post-grad software development experience; or PhD in a relevant technical field+ 2+ years of post-grad software development experience
- Experience building large scale production machine learning systems, distributed systems or big data processing
- Strong programming skills in Python, Java, Scala or C++
- Strong problem-solving skills with a focus on system performance, scalability, and efficiency
- Good understanding of distributed systems and the infrastructure components of large-scale ML
- Experience with big data processing frameworks such as Spark, Flink, or Ray
- Ability to collaborate and work well with others
- Proven track record of operating highly-available systems at significant scale
- Ability to proactively learn new concepts and apply them at work
Benefits
- paid parental leave
- comprehensive medical coverage
- emotional and mental health support programs
- compensation packages that let you share in Snap’s long-term success
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
machine learninginfrastructure systemshigh-performance inference systemsdata management systemsvector search algorithmsPythonJavaScalaC++big data processing
Soft skills
problem-solvingcollaborationproactive learning
Certifications
Bachelor's degreeMaster's degreePhD
