Snap Inc
London
Machine Learning Engineer, Gen AI
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We're looking for a Machine Learning Engineer to join the Consumer Gen AI Product MLE team at Snap!
Responsibilities
- Develop ML-products and AI Lenses that serve millions of Snapchatters on a daily basis, with a primary focus on image and video generation and editing, as well as LLMs
- Build cutting-edge augmented reality experiences using generative and diffusion models
- Work on state of the art GenAI pipelines for image and video generation
- Integrate ML models and AI APIs into production, and refine them through A/B testing and user feedback
- Evaluate open-source models and third-party AI APIs/services to inform build-vs-buy decisions to leverage the best available tools (or iterate on them) to keep Snap's products at the cutting edge
Requirements & Skills
Knowledge, Skills & Abilities:
- A proven passion for machine learning; you stay up-to-date with research and are excited about prototyping new ideas quickly
- Knowledge of mathematics and deep learning foundations
- Strong verbal and written communication skills, with meticulous attention to detail
- Desire to solve open ambiguous problems
- Desire to grow professionally, learn and help others
- Ability to effectively collaborate with internal teams and external partners
- Ability to work independently
Minimum Qualifications:
- Bachelor's Degree in a technical field such as computer science, mathematics, statistics or equivalent years of experience
- Research or engineering experience in one or more of the following: neural rendering, generative models, segmentation, object detection, classification, tracking, or other related applications of machine learning
- Experience with the major deep learning frameworks: PyTorch or TensorFlow
- Strong track record of software development in Python or C++
Preferred Qualifications:
- Master's degree or PhD in a related technical field
- Experience developing real-time software for mobile applications
- Knowledge of computer graphics foundations
- Examples of your work such as open source projects, blog posts, Kaggle contests, top conference or journal publications, etc.
- Experience with visual Gen AI models for Image and Video generation and Editing
- Experience with evaluating the visual quality of Image and Video models