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Software Engineer – Machine Learning Infrastructure (Multiple Positions)

Washington, United States (On-site)

Software Engineer – Machine Learning Infrastructure (Multiple Positions)

1 Month ago • 1-3 Years • Research & Development

About the job

10 skills required for this role

Test your skills to join the top 1% applicants for this job

tensorflow

cpp

computer-vision

deep-learning

python

pytorch

linux

data-science

cuda

talent-acquisition

Job Description

ByteDance is seeking Software Engineers with experience in machine learning infrastructure to join its team in Bellevue, WA. Responsibilities include designing and implementing global-scale machine learning (ML) systems, optimizing performance, and improving the usability and flexibility of the ML infrastructure. The ideal candidate will have experience with Python, C++, PyTorch, TensorFlow, CUDA, and Linux development. They will also be comfortable working in a fast-paced, collaborative environment.

Must have:

Coding using Python or C++
Optimizing, training, and deploying machine learning and deep learning models using PyTorch or TensorFlow
Developing code and identifying issues in Linux environment
Developing and deploying large-scale machine learning systems
Writing high throughput CUDA kernels for computer vision tasks
Testing and profiling Python deep learning library

Perks:

100% premium coverage for employee medical insurance
75% premium coverage for dependents
Health Savings Account (HSA) with a company match
Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans
Flexible Spending Account (FSA) Options like Health Care, Limited Purpose and Dependent Care
10 paid holidays per year
17 days of Paid Personal Time Off (PPTO)
10 paid sick days per year
12 weeks of paid Parental leave
8 weeks of paid Supplemental Disability
Mental and emotional health benefits through EAP and Lyra
401K company match
Gym and cellphone service reimbursements

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Responsibilities

About ByteDance Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content. Why Join Us Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us. About the Team Our team plays a crucial role in ensuring the company’s success. We seek people who are willing to learn and put in the effort to solve problems. Our challenges are not your regular day-to-day problems - you’ll be part of a team that’s developing new solutions to new challenges. It’s working fast, at scale, and we’re making a difference. We are looking for talents to join us on this exciting journey! Responsibilities Design and implement global-scale machine learning (ML) systems, including implementing code for high throughput image processing and video decoding. Reduce GPU memory usage and improve performance during training and inference. Improve use-ability and flexibility of the ML infrastructure. Improve the workflow of model training and serving, data pipelines, and resource management for the multitenancy ML systems. Optimize performance of ML system. Design and implement tools to analyze the ML model's performance.

Qualifications

Qualifications Must have a Master's degree in Computer Science, Engineering (any), Information Technology, Machine Learning, Data Science, Statistics, Mathematics, or a related quantitative field, and 1 year of related work experience; OR a Bachelor's degree in Computer Science, Engineering (any), Information Technology, Machine Learning, Data Science, Statistics, Mathematics, or a related quantitative field, and 3 years of related work experience. Of the required experience, must have 1 year of experience in each of the following: Coding using Python or C++; Optimizing, training, and deploying machine learning and deep learning models using PyTorch or TensorFlow; Developing code and identifying issues in Linux environment; Developing and deploying large-scale machine learning systems; Writing high throughput CUDA kernels for computer vision tasks; and Testing and profiling Python deep learning library. Type: Full time, 40 hours/week Location: Bellevue, WA Salary Range: $137750 - $237500 per year To Apply, click the apply button below. Contact lpresumes@bytedance.com if you have difficulty submitting resume through the website. ByteDance Inc. is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At Bytedance, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too. ByteDance Inc. is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at lpresumes@bytedance.com. #LI-DNI #IND-DNI

Job Information

【For Pay Transparency】Compensation Description (annually)

The base salary range for this position in the selected city is $137750 - $237500 annually.​
Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.​
Our company benefits are designed to convey company culture and values, to create an efficient and inspiring work environment, and to support our employees to give their best in both work and life. We offer the following benefits to eligible employees: ​
We cover 100% premium coverage for employee medical insurance, approximately 75% premium coverage for dependents and offer a Health Savings Account(HSA) with a company match. As well as Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans. In addition to Flexible Spending Account(FSA) Options like Health Care, Limited Purpose and Dependent Care. ​
Our time off and leave plans are: 10 paid holidays per year plus 17 days of Paid Personal Time Off (PPTO) (prorated upon hire and increased by tenure) and 10 paid sick days per year as well as 12 weeks of paid Parental leave and 8 weeks of paid Supplemental Disability. ​
We also provide generous benefits like mental and emotional health benefits through our EAP and Lyra. A 401K company match, gym and cellphone service reimbursements. The Company reserves the right to modify or change these benefits programs at any time, with or without notice.​
For Los Angeles County (unincorporated) Candidates:​
Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:​
1. Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;​
2. Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and​
3. Exercising sound judgment.​