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Visual Generation Research Engineer
2 months ago
About Atman Labs
We are building software to emulate proactive human expertise. Our unique research lies at the intersection of custom Reinforcement Learning environments, Large Scale Knowledge Representation, and Multimodal Presentation and Synthesis, inspired by biological priors. We are deploying our platform in products across various commercial domains to demonstrate the value of our approach – starting with proactive shopping concierges for e-commerce, and eventually launching products across travel, healthcare, education, and more.
The Next Frontier of Visual Foundation Models
We are hiring for a founding research engineer responsible for designing and implementing pipelines to introduce superhuman and imaginative capabilities into our system that unlock complex commercial opportunities. This will involve deploying and fine-tuning an ensemble of state-of-the-art visual generation techniques and models, such as GANs and diffusion models. Our intelligent agents can interact with the world and other humans by synthesizing immersive images that serve the task at hand.
Your Role
You will be responsible for the deployment and fine-tuning of visual-generation algorithms and familiar with ways that they can be more performant and fine-tuned to specific use cases. You ideally have technical experience or intuition to work with generative models, a deep understanding of the state of the art across different types of GANs, Diffusion Models, NeRFs, and other Visual Foundation Models.
About You
We are looking for ambitious and independent thinkers who have a deep desire to contribute. You should have the following qualifications:
- A PhD in Computer Vision or equivalent industrial expertise in the training, deployment, and fine-tuning of visual generative models, including GANs, NeRFs, and diffusion models.
- Ability to evaluate the state of the art of various image-generation tasks relevant to commercial problems, and generate ideas for cutting-edge pipelines.
- Strong creative imagination and high visual editorial standards for the presentation of generated objects.
- Experience in processing and analyzing large amounts of visual data.
- Familiarity with state-of-the-art tools and frameworks to optimize model performance, including DeepSpeed, LoRA, 3D parallelism, or quantization.
- 7+ years of programming experience in Python and development experience with DL toolkits like PyTorch or Tensorflow.
- Ability to reason from first-principles and critically evaluate existing ideas.
- Strong communication skills to present ideas in writing and in person.
- Positive personality that amplifies the energy of others.
- Deep curiosity about interdisciplinary topics related to AI and biology.
Location
We're excited to meet you. If you are too, send a short message with a list of your projects and highlights, as well as a brief paragraph of your life's story, to shravan@atmanlabs.ai.
