Tech Lead - ML Platform Engineering, SAMI

TikTok

San Jose, CA

Why you should apply for a job to TikTok:

  • Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.

  • We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.

  • Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.

  • #A45322

    Position summary

    TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. At TikTok, our people are humble, intelligent, compassionate and creative. We create to inspire - for you, for us, and for more than 1 billion users on our platform. We lead with curiosity and aim for the highest, never shying away from taking calculated risks and embracing ambiguity as it comes. Here, the opportunities are limitless for those who dare to pursue bold ideas that exist just beyond the boundary of possibility. Join us and make impact happen with a career at TikTok. Team Intro The SAMI team's mission is to empower content interaction and creation across ByteDance products using speech & audio related technologies. We focus on cutting-edge R&D in areas like speech & audio, music processing, natural language understanding and multimodal deep learning. We are looking for top talents to work on these exciting technologies, integrate them into various ByteDance products and ultimately bring joy to our global user base! Responsibilities As a Tech Lead Software Engineer of SAMI team, you are expected to: - Engage with internal applied research customers to understand their needs and goals, and use this knowledge to drive the development and evolution of our deep learning infrastructure. - Lead the training and inference optimization of speech, audio & multimodal-related AI models, by identifying and implementing best practices and open-source solutions to increase efficiency and scalability. - Provide technical leadership, drive projects and define long-term technical roadmaps, including technology development, as well as team planning and management. - Provide team guidance, education, coaching and mentoring. Qualifications - A Bachelor's or Master's degree in Computer Science, Electrical Engineering, or a related field, or equivalent industry experience - A deep understanding of AI/ML, including ML frameworks, public cloud and commercial AI/ML solutions - familiarity with Pytorch, HuggingFace, DDP/FSDP or DeepSpeed is preferred. - Experience in building and scaling distributed systems, and experience with containerization and orchestration technologies, e.g., Kubernetes. - Strong communication and collaboration skills - building strong relationships with internal stakeholders and external partners - Strong analytical and problem-solving skills, with the ability to think strategically and make data-driven decisions - A passion for staying up to date with the latest trends and technologies in AI/ML - in the cloud and on device - experience with ONNX, NVidia TensorRT, OpenAI Triton, is a plus. - Ability to work collaboratively in a fast paced, multi-functional environment. TikTok 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 TikTok, 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. TikTok 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 [email protected] The base salary range for this position in the selected city is $210000 - $358000 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.​At ByteDance/TikTok our benefits are designed to convey company culture and values, to create an efficient and inspiring work environment, and to support ByteDancers 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.​

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    What are TikTok perks and benefits

    Lactation facilities

    Fertility

    Unconscious bias training

    Networking

    Succession planning

    Diversity recruiting

    Diversity performance

    Short term disability

    Paid paternity

    Paid maternity

    Paid adoptive

    About the company

    Industry: Technology: Consumer Internet

    As the leading destination for short-form mobile video, our platform helps people around the world become a part of a global community. In a world that feels more divided than ever, we are here to inspire creativity and bring joy. We do this by embracing change, thriving in ambiguity, and always looking for solutions.

    Why you should apply for a job to TikTok:

  • Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.

  • We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.

  • Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.