Neural Graphics and World Models Research Scientist/Software Engineer Graduate (TikTok, Engine&[...]

TikTok; San Jose (CA); On-site; USD 128,000 - 317,000; Full time

Benefits offered by this job

Medical, dental, vision insurance

401(k) with company match

Paid time off

Job summary

TikTok is seeking new-graduate Research Scientists/Engineers to work on neural graphics and world models. You will own a scoped project within a research focus track and collaborate with engineers to connect models to data, runtime, and engine pipelines.

The role emphasizes turning ideas into working experiments, analyzing failures, and building prototypes, with a path toward interactive engine workflows and graphics tooling.

Qualifications

• PhD completed or near-complete in CS/CE/related field.
• Experience via lab, thesis, publication, internship, open-source project, or substantial independent project.
• Strong foundation in machine learning, generative modeling, and experimental methodology; hands-on with training, fine-tuning, or evaluating models using PyTorch or JAX.
• Familiarity with modern generative architectures and training methods (VAEs, diffusion, autoregressive, multimodal).
• Engineering fluency with model development workflows and evaluating results.
• Deep experience in AI-for-graphics areas: 3D modeling, asset generation, rendering, world models, or graphics/game-engine workflows.

Responsibilities

• Study relevant research, reproduce strong baselines, and identify practical extensions.
• Develop and evaluate models, data methods, or evaluation methods in a scoped research area.
• Build components of training, inference, data, or evaluation workflows using modern ML frameworks.
• Run controlled experiments, analyze model behavior, and communicate findings clearly.
• Create research prototypes for interactive graphics, creative tools, or engine-based workflows.
• Produce reproducible research artifacts, clear documentation, demonstrations, and technical reports.

Skills

Machine learning

Generative modeling

Experimental methodology

PyTorch

JAX

Education

PhD in computer science or related field

Tools

PyTorch

JAX

Job description

Research Scientist/Engineer, Neural Graphics and World Models Graduate (TikTok Engine & Tools) - 2027 Start (PhD)

Location:

San Jose

Employment Type:

Regular

Job Code:

A47038

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Responsibilities

About the TeamJoin the TikTok Engine & Tools AI-3D team, where we are building a next-generation AI-native graphics engine for games and interactive experiences across TikTok and future creative platforms. Our work spans 3D asset and scene generation, character animation, physics simulation, neural rendering, and real-time interactive systems, powered by multimodal AI models. We also develop the data pipelines, runtimes, and evaluation frameworks needed to create persistent, controllable, and responsive digital worlds. By combining expertise in machine learning, computer graphics, and large-scale systems, we transform cutting-edge research into practical technologies for the next generation of interactive content.We are looking for talented individuals to join our team. As a graduate, you will get opportunities to pursue bold ideas, tackle complex challenges, and unlock limitless growth.Successful candidates must be able to commit to an onboarding date by the end of the year. Please state your availability and graduation date clearly in your resume.ResponsibilitiesAbout the RoleWe are looking for new-graduate Research Scientists / Engineers to work on foundational problems in neural graphics and world models.You will own a scoped project in one primary research focus track, such as model development, data strategy, evaluation, or interactive prototyping. You will work with other engineers to connect successful models and experiments to data, runtime, and engine pipelines.This role is intended for candidates with strong research potential who enjoy turning ideas into working experiments, analyzing failures, and building useful prototypes.Job Responsibilities- Study relevant research, reproduce strong baselines, and identify practical extensions.- Develop and evaluate models, algorithms, data methods, or evaluation methods in a scoped research area.- Build components of training, inference, data, or evaluation workflows using modern ML frameworks.- Run controlled experiments, analyze model behavior, and communicate findings clearly.- Create research prototypes for interactive graphics, creative tools, or engine-based workflows.- Produce reproducible research artifacts, clear documentation, demonstrations, and technical reports.

Qualifications

Minimum Qualifications:- Individuals who are completing or have recently completed a PhD degree in computer science, computer engineering, electrical engineering, applied mathematics, or a related discipline.- Research experience through a laboratory, thesis, publication, internship, open-source project, or substantial independent project.- Strong, up-to-date foundation in machine learning, generative modeling, and experimental methodology, with hands-on experience building, training, fine-tuning, or evaluating models using frameworks such as PyTorch or JAX.- Familiarity with modern generative architectures and training methods such as variational autoencoders, latent tokenizers, diffusion or flow-matching models, diffusion transformers, autoregressive models, multimodal transformers, long-context modeling, pre-training, or post-training.- Engineering fluency with model development workflows and the ability to reason about model architecture, training dynamics, data quality, and evaluation results.- Deep experience in at least one of the following AI-for-graphics areas: 3D modeling, asset generation, or 3D representations; animation or motion generation; simulation or physics-aware learning; rendering or neural rendering; world models or video prediction; or graphics and game-engine workflows.- Ability to understand recent research, design controlled experiments, analyze failures, and contribute to model training, data, or evaluation workflows. Interest in collaborating with Software Engineers to move research prototypes into interactive engine pipelines.Preferred Qualifications:- Peer-reviewed publications at leading venues such as SIGGRAPH, CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, RSS, CoRL, or related research communities.- Strong technical reports, open-source contributions, demos, project pages, or research projects that show technical depth, originality, and independent experimentation.- Experience with 3D or world generation conditioned on text, images, video, actions, or structured scene inputs.

Job Information

The base salary range for this position in the selected city is $128000 - $316800 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.

About TikTok

TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and we also have offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us

Inspiring creativity is at the core of TikTok's mission. Our innovative product is 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 bring joy - a mission we work towards every day.

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. Every challenge is an opportunity to learn and innovate as one team. We're resilient and embrace challenges as they come. 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.

Diversity & Inclusion

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 Accommodation

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://tinyurl.com/RA-request

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