
Machine Learning Engineer (Multiple Positions)
About the role
About Byte Dance:
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 Us:
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.
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 a global-scale machine learning (ML) system for feeds, ads, and search ranking models.
Improve usability 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.
Requirements:
Qualifications:
Must have a Master's degree or foreign equivalent degree in Computer Science, Engineering (any), Information Systems, Data Science, Mathematics, or a related field, and 1 year of related work experience; OR a Bachelor's degree or foreign equivalent degree in Computer Science, Engineering (any), Information Systems, Data Science, Mathematics, or a related 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 models with Python and mainstream machine learning frameworks;
Utilizing Big data framework using MySQL, Spark, Hadoop, or Flink; and
Building and optimizing main components, models, or strategies in e-commerce system or AD delivery system, including bidding, ranking, and auction.
Type: Full time, 40 hours/week
Location: San Jose, CA
Salary Range: $174304 - $316800 per year
To Apply, click the apply button below. Contact lpresumes@bytedance.com if you have difficulty submitting resume through the website.
Byte Dance 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 Byte Dance, our mission is to inspire creativity and enrich life. 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 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 https://tinyurl.com/RA-request
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Required skills
Machine learning
Model evaluation
Data workflows
About ByteDance
San Jose
Headquarters