| Remote Position : Machine Learning Product Engineer at Remote, Remote, USA |
| Email: [email protected] |
| From: Anoop, Sspearhead Inc. [email protected] Reply to: [email protected] Job Details: Remote Position : Machine Learning Product Engineer 6 -12 Month Contract Healthcare Domain client AI Architect mentioned that someone with experience in Text to Video should have experience working with Luma and Runway. RATE: TBD Send your best candidate at your best rate! Client is willing to pay well for the right resource. First round of screening will be Video Conference call with team and AI Architect and this will be technical. Must have (OpenSora, Mora, IV2 Gen XL, etc) REMOTE WORK NO VISA RESTRICTIONS MUST HAVE (OpenSora, Mora, IV2 Gen XL, etc) MUST HAVE RUNWAY AND LUMA MUST BE WELL SPOKEN and Business Professionals only Background - We are building a text-to-video platform for an advertising and filmmaking use case targeted toward the Indian market (1.4 billion users) - We have a working prototype for 4-second clips in a web application interface Technical Approach - We have a working AI pipeline using text prompt optimization, text-to-image, and image-to-video using a diffusion model architecture - We are using prompt optimization techniques and testing multiple open-source text-to-video models (OpenSora, Mora, IV2 Gen XL, etc) - We need to move into the fine-tuning approach using vector databases to isolate specific issues in videos (e.g., facial consistency, lighting conditions, camera angles, shutter speed, etc) Skill Requirements - We need an experienced individual who approaches product development like a scientists - This individual breaks down problems into small, isolated components, develops hypotheses to test and address these components, runs the experiments (in code), analyzes the outputs, and adjusts the next round of experiments accordingly. - This person will develop an analysis framework, write code, and improve the underlying model. - This person does not need to manage infrastructure or the web application but should focus on improving the output of the text-to-video model so that it can be used in an enterprise application. - Strong understanding of computer vision algorithms in the context of video generation - Experience working with diffusion models, transformers (NeRFs are a plus) - Track record in implementing state-of-the-art research papers with reproducible results - Experience in RLHF is a plus Experience - The ideal candidate will have experience in working with generative AI to isolate issues and improve the output either in images or video Key Responsibilities 1. Prototype and report on top models or innovative approaches by iterating rapidly to deliver tangible business outcomes 2. Keep track of top research directions/papers in the field of video generative models to steam our innovation roadmap 3. Design and develop ML training pipelines for large-scale datasets 4. Collaborate with CTO and product development team in developing new features Thanks, Anoop Sspearhead Inc. www.Sspearhead.com Keywords: artificial intelligence machine learning information technology Remote Position : Machine Learning Product Engineer [email protected] |
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| Thu Aug 01 21:41:00 UTC 2024 |