Responsibilities
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.
Why Join Us
Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.
Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.
To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.
At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.
Join us.
Team Introduction :
The On-Device AI Team at TikTok is at the forefront of embedding advanced AI technologies directly into devices worldwide.
Leveraging our proprietary AI engine, we streamline the creation, integration, testing, and deployment of AI-driven features.
Our work enhances user experience by powering diverse functionalities, including visual enhancements, video editing tools, and creative camera filters, both within TikTok and other applications.
- Responsibilities :
- Develop and enhance the core On-Device AI engine for diverse platforms.
- Employ efficient machine learning techniques and hardware optimizations to improve algorithmic performance.
- Seamlessly integrate state-of-the-art AI algorithms into TikTok and additional products.
- Translate emerging research into practical, user-centric applications.
Qualifications
- Qualifications
- B.Sc / M.Sc / PhD in Computer Science or in a related field
- 5+ years of industrial Python / C++ experience, solid CS fundamentals and problem-solving skills
- Experience in one or more of the following specializations : Generative AI, Deep Learning, Computer Vision.
- Excellent communication and teamwork skills, capable of thriving in a cross-functional environment.
- Preferred Qualifications
Experience in one of the following areas is a big plus :
- Demonstrated expertise in advanced algorithm system design and implementation, including but not limited to inference engines, algorithm pipelines, e2e ML solutions and LLM / AIGC applications.
- Deep knowledge in machine learning optimizations such as quantization, pruning, knowledge distillation, Neural Architecture Search (NAS), and optimizations for large models.
- Proficiency in enhancing performance across various hardware platforms, including CPUs, GPUs, DSPs, and NPUs.
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 https : / / shorturl.at / cdpT2
Tech Lead - AI/ML Infrastructure Engineer
As a Tech Lead for AI/ML Test Engineering, you'll lead an agile team engaged in the design, development and execution of tests to qualify network performance for AI. The networking industry is going through a massive transformation to build the next generation infrastructure to meet the needs of AI/...
AI GPU Runtime Software Engineer
AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, se...
Senior Software Engineer, Otter Desktop
We believe in collaboration in person and for our Bay Area employees we work together in Mountain View on Tuesday and Thursday and from either Mountain View or San Francisco on Wednesday. Our collective passion drives us to lead with AI innovation, inspired by a sense of urgency in everything we do....
Senior Service Engineer
This includes defining architecture requirements, developing detailed software design specifications, programming PLC and SCADA applications, configuring thin client server applications, configuring process-based historian databases, tuning control loops, providing control system startup and commiss...
Tech Lead, iOS Engineer, Multimedia Arch - Media Product
The TikTok Media Product team, as part of the Multimedia Platform, is a full-stack team responsible for building fundamental media capabilities and components for the TikTok product, including playback controls, subtitles, translations, dubbing, danmaku. Promote robust and maintainable code, clear d...
Software Engineer III
Hands-on coding: Develop and maintain a high quality code base, consistently delivering challenging, stable, and maintainable projects on schedule. Despite broader economic headwinds, the continued proliferation of fintech companies and a 20x increase in fintech investment ($20. Responsibilities inc...
Tech Lead, Machine Learning Engineer, TikTok Recommendation
The team is made up of machine learning researchers and engineers, who support and innovate on production recommendation models and drive product impact. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Se...
Lead Software Engineer - Backend/Infrastructure
For too long, reporting has been synonymous with simple charts and graphs, leaving the real discussion, decisions, and impact to disconnected mediums like email and slide decks. Strong analytical and problem-solving skills, with a focus on delivering high-quality solutions. Lead Backend + Infrastruc...
Senior Software Engineer, Ads ML Infrastructure
The Ads machine learning data platform team is responsible for building highly efficient and stable infrastructure to collect and process data for the usage of machine learning training, serving, and privacy enforcement, including feature engineering, feature store, training data generation, etc. Ti...
Senior Software Engineer
Building edge applications processing vision data and communication layers for the compute-constrained edge devices. Our stack cuts across many technologies (front-end, backend, edge-computing, machine learning), and you will be responsible for a large part of our edge-computing stack poweringCoram ...