Senior Research Engineer Video Post Training
Senior Research Engineer Video Post Training
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Job Description
Welcome to the video first world
From your everyday PowerPoint presentations to Hollywood movies AI will transform the way we create and consume content.
Today people want to watch and listen not read both at home and at work. If youre reading this and nodding check out our brand video.
Despite the clear preference for video communication and knowledge sharing in the business environment are still dominated by text largely because high-quality video production remains complex and challenging to scaleuntil now.
Meet Synthesia
Were on a mission to make video easy for everyone. Born in an AI lab our AI video communications platform simplifies the entire video production process making it easy for everyone regardless of skill level to create collaborate and share high-quality videos. Whether its for delivering essential training to employees and customers or marketing products and services Synthesia enables large organizations to communicate and share knowledge through video quickly and efficiently. Were trusted by leading brands such as Heineken Zoom Xerox McDonalds and more. Read stories from happy customers and what 1200 people say on G2.
In February 2024 G2 named us as the fastest growing company in the world. Today were at a $2.1bn valuation and we recently raised our Series D. This brings our total funding to over $330M from top-tier investors including Accel Nvidia Kleiner Perkins Google and top founders and operators including Stripe Datadog Miro Webflow and Facebook.
What youll do at Synthesia:
As a Research Engineer you will join a team of 40 Researchers and Engineers within the R&D Department working on cutting edge challenges in the Generative AI space with a focus on creating highly realistic emotional and life-like Synthetic humans through text-to-video. Within the team youll have the opportunity to work on the applied side of our research efforts and directly impact our solutions that are used worldwide by over 55000 businesses. If you are an expert in post-training Diffusion models for generative AI this is your chance. This is an opportunity to work for a company that is impacting businesses at a rapid pace across the globe.
- Apply DPO (direct preference optimisation) to pre-trained models.
- Adapt models to extend their capabilities for instance by changing conditioning inputs.
- Build solutions for dubbing and evaluate the quality of lip-sync.
- Implement post-training optimization techniques such as quantization pruning and distillation to improve the efficiency of diffusion models used in avatar generation.
- Analyze and address challenges related to model performance ensuring high-quality output in avatar rendering.
- Stay updated with the latest research and advancements in diffusion models adversarial networks and post-training optimization methods.
What were looking for:
- You have a background in Computer Vision / Computer Science and 3 years of industry experience.
- You have knowledge of recent advancements in post-training techniques. (for instance distillation adversarial networks and efficient attention)
- You have worked with generative models for images and/or videos (Diffusion/GAN) preferably in the avatar domain.
- You are interested in doing research trying new things and pushing the boundaries going beyond whats already known.
- You have experience in using most modern frameworks for machine learning and deep learning.
- You have great coding skills in Python and you care about writing clean code.
- You have experience with SDLC tools (Git) preferably CI/CD
Why join us
Were living the golden age of AI. The next decade will yield the next iconic companies and we dare to say we have what it takes to become one. Heres why
Our culture
At Synthesia were passionate about building not talking planning or politicising. We strive to hire the smartest kindest and most unrelenting people and let them do their best work without distractions. Our work principles serve as our charter for how we make decisions give feedback and structure our work to empower everyone to go as fast as possible.You can find out more about these principles here.
Serving 50000 customers (and 50% of the Fortune 500)
Were trusted by leading brands such as Heineken Zoom Xerox McDonalds and more. Readstories from happy customersand what1200 people say on G2.
Proprietary AI technology
Since 2017 weve been pioneering advancements in Generative AI. Our AI technology is built in-house by a team of world-class AI researchers and engineers. Learn more aboutour AI Research Lab and the team behind.
AI Safety Ethics and Security
AI safety ethics and security are fundamental to our mission. While the full scope of Artificial Intelligences impact on our society is still unfolding our position is clear:People first. Always. Learn more aboutour commitments to AI Ethics Safety & Security.
The good stuff...
- Competitive compensation (salary stock options bonus)
- Hybrid work setting with an office in London Amsterdam Zurich Munich or remote in Europe.
- 25 days of annual leave public holidays
- Great company culture with the option to join regular planning and socials at our hubs
- other benefits depending on your location
You can see more about Who we are and How we work here: Experience:
Senior IC
Employment Type
Full Time
Key Skills
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