ML Product Engineer

This is a remote position.

Technical Approach We have a working AI pipeline using text prompt optimization texttoimage and imagetovideo using a diffusion model architecture
We are using prompt optimization techniques and testing multiple opensource texttovideo models (OpenSora Mora IV2 Gen XL etc) We need to move into the finetuning 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 texttovideo 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 stateoftheart 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 largescale datasets
4. Collaborate with CTO and product development team in developing new feature
Professional & Technical Skills: - Must To Have Skills: Strong experience in ServiceNow development. - Good To Have Skills: Experience with ITIL processes and ServiceNow certifications. - Solid understanding of ServiceNow platform architecture and development best practices. - Experience with ServiceNow modules such as Incident Management, Change Management, and Service Catalog. - Strong problem-solving and analytical skills. Additional Information: - The candidate should have a minimum of 3 years of experience in ServiceNow development. - The ideal candidate will possess a strong educational background in computer science or a related field, along with a proven track record of delivering impactful ServiceNow solutions.