Machine Learning Engineer-Model Serving Infrastructure Seattle Regular

Machine Learning Engineer-Model Serving Infrastructure

Location:

Seattle

Team:
Technology

Employment Type:

Regular

Job Code: A88680

Responsibilities

• Responsible for the design and implementation of distributed inference infrastructure for feeds, ads and search ranking models.

• Responsible for building monitoring/managing tools to oversee the reliability and scalability of online inference servers.

• Responsible for triaging system inefficiency and bottlenecks and improving system performance.

• Responsible for building tools to analyze bottlenecks and sources of instability and then design and implement solutions.

• Responsible for collaboration with product teams and providing general solutions to meet their requirements.

Qualifications

•

Minimum Qualifications:

- At least 5 years of experience in developing and deploying large-scale systems.
- Experience contributing to an open sourced machine learning framework (tensor flow / jax / pytorch / TorchScript / mxnet / tensorrt).
- Strong background in one of the following fields:
Hardware-Software Co-Design, High Performance Computing, ML Hardware Acceleration (e.g., GPU/RDMA) or ML for Systems.

•

Preferred Qualifications:

- Proficient in C/C++/CUDA, and have solid programming skills.
- Familiar with deep learning serving frameworks (Tensor Flow Serving/TorchScript).
- Experience in GPU performance optimization.
- Ability to work independently and complete projects from beginning to end and in a timely manner.
- Good communication and teamwork skills to clearly communicate technical concepts with other teammates.

Job Information

The base salary range for this position in the selected city is $177,688 - $416,100 annually.

Benefits

Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure).

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:

• Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;

• Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems;

• Exercising sound judgment.

About Us

Founded in 2012, Byte Dance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including Tik Tok, Lemon8, Cap Cut and Pico as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, Byte Dance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Byte Dance

Inspiring creativity is at the core of Byte Dance's mission. Our innovative products are built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.

As Byte Dancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless.…