Tencent
Controllable Video Generation Researcher

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LIGHTSPEED STUDIOS is made up of passionate players who advance the art & science of game development through great stories, great gameplay, and advanced technology. We are focused on bringing next generation experiences to gamers who want to enjoy them anywhere, anytime, across multiple genres and devices.
About The Hiring Team
Lightspeed Tech Center is a R&D department under Lightspeed Studios which develop PUBG Mobile and other high-quality games. Our Tech Center leads the research, exploration, and discovery of innovative technologies and provides technical services for all games during all phases of life cycle, including engine, audio, QA, AI, next generation game, technical cooperation, etc.
What The Role Entails
- Design a multimodal controllable generation framework supporting various inputs such as keyboard, controller, trajectory, and voice.
- Research high-fidelity generation under sparse control signals and explore the extension of conditional control paradigms in the video domain.
- Achieve the decoupling and combination of trajectory control, camera control, motion control, and posture control.
- Design dedicated control modules tailored to different game genres.
- Develop video generation capabilities for multi-player collaborative control, ensuring low-latency response and inter-frame state retention.
- Collaborate with the Engine/Agent teams to define standardized interfaces for controllable signals.
- Drive the joint optimization of controllable generation and Reinforcement Learning post-training.
Reasons to use Rodeo
I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?
Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.
Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.
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Graduate Consultant — 2026 Scheme
Why you're a good match
StrongYour economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.
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Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.
Why you're a good match
You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.
Experience fit
Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.
Only hits
No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
Who We Look For
- Ph.D. in AI-related fields, focusing on Computer Vision/Deep Learning.
- Proficient in conditional generation models and multi-player/multi-channel control technologies; familiar with the principles of diffusion models.
- Project experience in camera control, trajectory control, or posture control.
- Understanding of game engine input/output logic and frame synchronization mechanisms.
- Proficient in Python/PyTorch, with publications in controllable video generation or conditional generation.
- Experience in Game AI or game development is preferred.
- Experience in real-time/interactive video generation projects is preferred.


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Equal Employment Opportunity at Tencent
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