Software Engineer Intern (Machine Learning Platform) - 2024 Summer (PhD)

6 Months ago • Upto 1 Years • Research & Development

Job Summary

Job Description

ByteDance is seeking a talented Software Engineer Intern (Machine Learning Platform) to join its team for the 2024 Summer Internship program. The intern will contribute to developing and maintaining the machine learning system and platform, building large-scale systems for ML integration, and enriching the end-to-end machine learning experience for various ByteDance products. This role requires strong programming skills, experience with modern languages like Go/Python, and knowledge of machine learning frameworks like TensorFlow/PyTorch. Preferred qualifications include experience with large-scale systems, GPU architecture, and Kubernetes/Kubeflow orchestration.
Must have:
  • PHD in Software Development/CS/CE/EE
  • Programming experience in Go/Python
  • Strong software programming capabilities
  • Good communication, self-motivation, engineering practice
  • Strong sense of responsibility, learning ability, communication skills
Good to have:
  • Experience contributing to large-scale systems, multi-tenant systems
  • Experience contributing to GPU architecture, GPU cluster
  • Familiar with major Machine Learning framework (TensorFlow/PyTorch)
  • Familiar with Kubernetes / Kubeflow / YARN / Mesos orchestrations
Perks:
  • 100% premium coverage for Full-Time intern medical insurance after 90 days
  • Paid holidays and paid sick leave
  • Mental and emotional health benefits
  • Mobile phone expense reimbursement

Job Details

Responsibilities
Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, 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. Team Introduction: As an important part behind ByteDance, our team was established to help realize our company vision, building a global platform for creation and communication. We are doing the world-class work in machine learning, computer vision, natural language processing, speech and audio, knowledge and data mining, and transferring our work into ByteDance which are used by hundreds of millions of users around the world. As a vital AI infrastructure for the company, our machine learning system integrates our most up-to-date R&D results in AI algorithms and systems. Come and join us, you will get the chance of building large-scale machine learning systems, and working with the best AI system and algorithm researchers and engineers. We are looking for talented individuals to join our team in 2024. As an intern, you will get unparalleled opportunities for you to kickstart your career, pursue bold ideas and explore limitless growth opportunities. Co-create a future driven by your inspiration with Bytedance. Successful candidates must be able to commit to one of the following start dates below: 1.May 20, 2024 (through August 9, 2024) 2.May 27, 2024 (through August 16, 2024) 3.June 10, 2024 (through August 30, 2024) We will prioritize candidates who are able to commit to these start dates. Please state your availability clearly in your resume. Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to Bytedance and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early. Responsibilities: 1. Develop and maintain the machine learning system and platform, including training, inference, pipeline orchestration, to support all ByteDance products; 2. Build large scale systems for ML integrating with GPU, RDMA network and storage system; 3. Enrich the end to end machine learning experience, and provide machine learning resources for all the ByteDance products.
Qualifications
1. Seeking PHD in Software Development, Computer Science, Computer Engineering, Electrical Engineering or a related technical discipline. 2. Programming experience with at least one modern language such as Go/Python 3. Strong software programming capabilities, exhibits good code design and coding style; 4. Good communication, self-motivation, engineering practice, documentation, etc. 5. Have a strong sense of responsibility, good learning ability, communication skills and self-drive, able to respond and act quickly Preferred Qualifications 1. Experience contributing to large scale systems, multi-tenant systems (architecture, reliability and scaling) 2. Experience contributing to GPU architecture, GPU cluster; 3. Familiar with major Machine Learning framework (TensorFlow/PyTorch) 4. Familiar with Kubernetes / Kubeflow / YARN / Mesos orchestrations; 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 earlycareers.accommodations@bytedance.com By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed here: https://jobs.bytedance.com/en/legal/privacy.
Job Information
【For Pay Transparency】Compensation Description Intern (hourly)

The hourly rate range for this position in the selected city is $57- $57. We cover 100% premium coverage for Full-Time intern medical insurance after 90 days from the date of hire. Medical coverage only, no dental or vision coverage.

Our time off and leave plans are: Paid holidays and paid sick leave. The sick leave entitlement is based on the time you join.

We also provide mental and emotional health benefits through our Employee Assistance Program and provide reimbursements for your mobile phone expense. 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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