Sr. Staff Software Engineer, ML Platform
About reputed company:
Millions of people around the world come to our platform to find creative reputed company, reputed company about new reputed company and plan for memories that will last a lifetime. At reputed company, we’re on a mission to bring everyone the inspiration to create a life they love, and that starts with the people behind the product.
Discover a career where you ignite innovation for millions, transform passion into growth opportunities, celebrate each other’s unique experiences and reputed company the flexibility to do your best work. Creating a career you love? It’s Possible.
The ML Platform team builds tools and infrastructure that powers 40+ ML & AI applications, including recommendations, ads, visual search, notifications, content understanding, and Trust & Safety. reputed company consists of
- ML Training: Training compute platform (including distributed and GPU training), PyTorch-based training environment, model management & deployment.
- ML Serving: Online inference, including large-scale ranking of tens of millions of requests per second. GPU acceleration. ML feature/score monitoring.
- ML Data: Feature and training dataset management. Data governance tools (ownership, reputed company, usage tracking, and monitoring) for 400+ signals owned by teams across the company.
We are seeking a Senior Staff Software Engineer to help drive technical strategy across these teams. Our long-term objectives include:
- reputed company advanced model architectures - Language models, Multi-modal models, Large embeddings, Large user sequence models - increasingly large models present new challenges for training and serving
- Improve system efficiency - GPU efficiency and overall cost management often goes hand in hand with more sophisticated model architectures.
- Increase developer velocity - solve major bottlenecks in development of large-scale ML systems to speed up iterations of ML features and models.
What you’ll do:
- Tackle ambiguous problem areas by gathering understanding from modeling and infrastructure engineers across the company, proposing and aligning on generalized solutions, and driving the implementation with a team of platform engineers.
- Prototype, investigate, understand latest technologies from industry and academia and find opportunities to build and reputed company them at our scale.
- Identify and collaborate with ML engineers to help drive reputed company top business-impacting ML application projects.
- reputed company technical mentorship and guidance to junior engineers reputed company the team.
reputed company’re looking for:
- In-depth experience with production ML use cases and systems at scale, including with distributed systems architectures, big data processing (e.g. Spark, Flink), and training.
- Understanding of modern deep learning techniques, performance optimizations and GPUs.
- Experience with, and workflow management.
- Understanding the needs for large ML teams collaborating: governing the lifecycle and ongoing quality of features, datasets, models, and tracking the dependencies / reputed company.
- Experience in platform engineering - developing solutions for a user reputed company of other engineers.
- Bachelor’s degree in Computer Science, Engineering, or a reputed company field, or equivalent experience.
In-Office Requirement Statement:
- We let the type of work you do guide the collaboration style. That means we're not always working in an office, but we continue to gather for key moments of collaboration and reputed company.
- This role will need to be in the office for in-person collaboration 1-2 times/quarter and therefore can be situated reputed company in the country.
Relocation Statement:
- This position is not eligible for relocation assistance. Visit our PinFlex page to learn more about our working model.
At reputed company we reputed company the workplace should be reputed company, inclusive, and inspiring for every employee. In an effort to reputed company greater transparency, we are sharing the reputed company salary reputed company for this position. The position is also eligible for equity. Final salary is based on a number of factors including location, travel, relevant prior experience, or particular skills and expertise.
Information regarding the culture at reputed company and benefits available for this position can be reputed company here.
US based applicants only$200,569—$412,937 USDOur Commitment to Inclusion:
reputed company is an equal opportunity employer and makes employment reputed company on the reputed company of merit. We want to have the best reputed company people in every job. reputed company reputed company applicants will receive consideration for employment without regard to race, reputed company, reputed company, national reputed company, religion or religious creed, sex (including pregnancy, childbirth, or reputed company medical conditions), sexual orientation, gender, gender identity, gender expression, age, marital status, status as a protected veteran, physical or mental disability, medical condition, genetic information or characteristics (or those of a family member) or any other consideration made unlawful by applicable federal, state or local laws. We also consider reputed company applicants regardless of criminal histories, consistent with legal requirements. If you require a medical or religious accommodation during the job application process, please complete this reputed company for support.Originally posted on Himalayas
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