Senior Software Engineer, iOS, Edge ML
PelotonAbout the role
ABOUT THE ROLE
The AI/CV team is working on powering products that incorporate computer vision into the fitness domain. We are looking for a Software Engineer to drive the development of ML systems on iOS platforms. The role will involve working closely with ML and Systems Engineers to ensure the success of ML applications on device, defining processes for packaging and deploying ML projects, and guiding the team on best practices for managing multi-dependency modules.
YOUR DAILY IMPACT AT PELOTON
- Build and evolve state-of-the-art systems to accelerate the deployment of Peloton’s ML models on Edge computing platforms.
- Contribute to the implementation of ML algorithms and inference pipelines.
- Work with ML and Systems Engineers to establish processes, build tools, and automation for the tracking and deployment of ML systems.
- Conduct system profiling, performance and resource usage analysis to identify limitations and enhance efficiency.
- Champion engineering and operational excellence, establishing metrics and processes for assessment and improvements.
- Establish testing frameworks for evaluating the functional and unit testing of the machine learning systems.
YOU BRING TO PELOTON
- Experience developing software for consumer products on Mobile SoCs, specially for ios devices.
- Familiarity with Core ML, Apple's framework for deploying machine learning models on iOS devices.
- Familiarity with Camera pipeline on iOS devices.
- Hands-on experience with C/C++/Objective-C/Swift, and Multi-threaded applications.
- Experience working in a CI/CD environment and git.
- Experience with Model Compression techniques (Quantization, Pruning, Distillation)
- Excellent written and verbal communications skills.
BONUS
- Experience with Tensorflow Lite, or other similar Edge Inference frameworks.
- Experience with compute offloads to GPU, DSPs, etc.
- Experience with profiling and tracing tools.
- Experience developing Deep Learning models, especially for Detection, Tracking, Sequential modeling, Transformers and Few-Shot Learning tasks
Base Salary: $199,200.00 to $258,800.00
The base salary range represents the low and high end of the anticipated salary range for this position based at our New York City headquarters. The actual base salary offered for this position will depend on numerous factors including individual performance, business objectives, and if the location for the job changes. Our base salary is just one component of Peloton’s competitive total rewards strategy that also includes annual equity awards and an Employee Stock Purchase Plan as well as other region-specific health and welfare benefits.
As an organization, one of our top priorities is to maintain the health and wellbeing for our employees and their family. To achieve this goal, we offer robust and comprehensive benefits including:
- Medical, dental and vision insurance
- Generous paid time off policy
- Short-term and long-term disability
- Access to mental health services
- 401k, tuition reimbursement and student loan paydown plans
- Employee Stock Purchase Plan
- Fertility and adoption support and up to 18 weeks of paid parental leave
- Child care and family care discounts
- Free access to Peloton Digital App and apparel and product discounts
- Commuter benefits and Citi Bike Discount
- Pet insurance and so much more!
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ABOUT PELOTON:
Peloton is the leading interactive fitness platform globally, with a passionate community of nearly 7 million Members in the US, UK, Canada, Germany, and Australia. Peloton makes fitness entertaining, approachable, effective, and convenient, while fostering social connections that motivate its Members to commit to their fitness journeys. An innovator at the nexus of fitness, technology, and media, Peloton reinvented the fitness industry by developing a first-of-its-kind subscription platform that seamlessly combines the best equipment, proprietary networked software, world-class streaming digital fitness and wellness content, and best-in-class fitness experts and Instructors.
Peloton is an equal opportunity employer and committed to creating an inclusive environment for all of our applicants. We do not discriminate based upon race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. If you would like to request any accommodati
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