Ml Engineer

il y a 1 semaine


Eu, France Nura Studios Temps plein

Are you ready to revolutionize the world of creative tools and work at the cutting edge of AI-driven artistry? Join our team as an ML Workflow Engineer, where you'll collaborate with the best in the industry to build innovative solutions that empower artists worldwide. This is a unique opportunity to push the boundaries of image generation, content production and movie production, leveraging the latest advancements in diffusion-based pipelines and machine learning. If you're passionate about combining technology with creativity and eager to make a significant impact, we want you to be part of our groundbreaking journey

**What we're looking for**:

- ** Expertise in Diffusion-Based Image-Generation Pipelines**: Proven ability to develop and optimize diffusion-based pipelines for generating consistent characters and animations.
- ** Proficiency in Python**: Advanced proficiency in Python programming, with a strong portfolio demonstrating the development of image-generation models and tools.
- ** Proficiency** with technology enabling local inference of neural networks, like ONNX runtime, Modular.
- ** Community Engagement**: Active participation in relevant ML and AI communities, staying abreast of the latest advancements and contributing to discussions and developments.
- ** Creativity and Innovation**: A knack for creative problem-solving and a passion for pushing the boundaries of what's possible in image generation.

If you are a wizard in diffusion-based image-generation pipelines and eager to contribute to cutting-edge projects in a collaborative and forward-thinking environment, we want to hear from you

**Responsibilities**:

- ** Design and Develop Diffusion-Based Pipelines**: Create and optimize diffusion-based image-generation pipelines tailored for artists, ensuring high-quality and consistent outputs, using either ComfyUI,, Automatic1111 or custom Python code.
- ** Integrate and Customize Tools**: Leverage and customize tools such as ComfyUI, Automatic1111 or diffusers to meet the specific needs of our creative tool, ensuring seamless integration and usability.
- ** Collaborate with Artists and Designers**: Work closely with artists and designers to understand their workflow needs and translate these into effective AI-driven solutions.
- ** Stay Current with Advancements**: Continuously monitor and integrate the latest advancements in machine learning and image generation, ensuring our tools remain cutting-edge.
- ** Community Engagement**: Actively participate in ML and AI communities, contributing insights and staying informed about emerging trends and technologies.
- ** Optimize Performance**: Analyze and optimize the performance of image-generation models, ensuring efficiency and scalability in production environments.
- ** Documentation and Training**: Develop comprehensive documentation and training materials to support users in effectively utilizing the creative tool.
- ** Troubleshoot and Support**: Provide technical support and troubleshooting for any issues related to the image-generation pipelines, ensuring mínimal downtime and maximum productivity for users.
- ** Conduct Research and Development**: Engage in R&D to explore new techniques and methodologies that can enhance the capabilities of our creative tool.
- ** Collaborate with Development Teams**: Work alongside other developers to ensure the seamless integration of AI workflows within the overall architecture of the creative tool.
- ** User Feedback Integration**: Gather and analyze user feedback to continuously improve the functionality and user experience of the creative tool.
- ** Maintain Code Quality**: Ensure high standards of code quality, including writing clean, maintainable code and conducting regular code reviews.

**Qualifications**:

- ** Advanced Degree**: Bachelor's or Master’s degree in Computer Science, Machine Learning, or a related field.
- ** Experience with Diffusion Models**: Proven experience in developing and deploying diffusion-based image-generation pipelines.
- ** Proficiency in Python**: Advanced proficiency in Python, with a strong portfolio of projects demonstrating expertise in ML and AI.
- ** Hands-on Experience with Tools**: Extensive experience with ComfyUI, Automatic1111, diffusers library or other diffusion framework.
- ** Machine Learning Expertise**: Deep understanding of machine learning principles, algorithms, and techniques, particularly in the context of image generation.
- ** Creative Problem-Solving**: Strong creative and analytical problem-solving skills, with the ability to innovate and push the boundaries of current capabilities.
- ** Community Engagement**: Active participation in relevant ML and AI communities, staying informed about the latest advancements and contributing to discussions and developments.
- ** Collaboration Skills**: Excellent interpersonal and communication skills, with a proven ability to work effectively in a team-oriented environment.
- ** Performance O


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