Machine Learning Engineer, Tech Lead - Code AI

4 Months ago • 2 Years + • Research Development • $224,000 PA - $410,000 PA

Job Summary

Job Description

ByteDance seeks a Machine Learning Engineer Tech Lead for its Code AI team. Responsibilities include developing and deploying large-scale machine learning systems, managing online model serving, and iterating on systems based on user feedback. The role requires expertise in distributed computing, state-of-the-art ML algorithms, and programming languages like C/C++, Go, or Python. The successful candidate will contribute to improving developer productivity through powerful ML technology, working on novel challenges at an unprecedented scale.
Must have:
  • Master's degree in CS or related field
  • 2+ years experience
  • Master distributed computing principles
  • Proficient in ML algorithms and platforms (TensorFlow, PyTorch)
  • Programming skills (C/C++, Go, Python)
  • Develop and deploy ML systems
  • Manage online model serving
Good to have:
  • GPU-based high-performance computing experience
Perks:
  • Medical, dental, and vision insurance
  • 401(k) savings plan with company match
  • Paid parental leave
  • Paid time off
  • Wellbeing benefits

Job Details

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 strive to realize our company's vision of building a global platform for creation and communication. We are seeking a top-notch ML Engineer, who is fluent in programming language semantics, to help us create the world's best development tools. As a scientist at the Dev Infra Research Center, you will conduct R&D and push the boundaries of ML. Our challenges are far from being your habitual everyday technical issues. Instead, you will be part of a team that pioneers solutions to entirely new challenges that have never been tackled by big tech. We operate at an unprecedented scale and velocity, affecting the world, a difference you will help make. Join us today, and we'll empower you to build large-scale machine learning systems, raising dev productivity to unprecedented levels with powerful ML technology. Within our team, you will conduct the following activities: - Development of machine learning systems, including key computing development, task scheduling, and machine learning system management and operation; - Deployment of machine learning services; - Online serving of machine learning models; - Iterate and develop the system using customer-driven scenarios.
Qualifications
Minimum Qualifications: - Master and above degree in Computer Science or related disciplines with 2+ years of experiences. - Master distributed, parallel computing principles; know the recent advances in computing, storage, networking, and hardware technologies; - Familiar with state-of-the-art machine learning algorithms and mainstream platforms (e.g., Tensorflow, Pytorch, MxNet); - Master at least one or two programming languages in a Linux environment such as C/C++, Go, Python, etc; Preferred Qualifications: - Experience in GPU based high-performance computing is a plus. ByteDance 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 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 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 https://shorturl.at/cdpT2
Job Information
【For Pay Transparency】Compensation Description (Annually)

The base salary range for this position in the selected city is $224000 - $410000 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.

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:

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.

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About The Company

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.
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