Senior Applied Research Scientist 5
Description For Senior Applied Research Scientist 5
We are seeking an Applied Research Specialist with a background in Computer Science, Computer Engineering, Graphic Design, or a related field, and proficiency in areas such as Mathematical Modeling, Computer Graphics, and Machine Learning.
The Search, Discovery and Content team will work at the forefront of applying cutting-edge technologies in practical and user-centric applications. Their primary focus will be on implementing and optimizing generative AI solutions for a range of applications in graphics and design. This includes the development of sophisticated image processing techniques and the enhancement of human-computer interaction interfaces using machine learning algorithms. They will also be deeply involved in programming with languages like Python and Java to develop robust, production-level software. The team will utilize machine learning frameworks such as TensorFlow and PyTorch, not only for model development but also for converting and deploying these models efficiently in production environments. Their work will be vital in transforming theoretical AI advancements into accessible, efficient, and impactful applications, constantly iterating, and improving upon them to meet evolving user needs and industry standards. Moreover, they will delve into computational geometry to enhance and innovate 3D modeling and animation, ensuring a strong integration of mathematical modeling within these areas. The overarching goal is to push the boundaries of these technologies, driving forward the capabilities of AI and its application in real-world scenarios.
Responsibilities For Senior Applied Research Scientist 5
- Implement and optimize generative AI solutions for graphics and design applications
- Develop sophisticated image processing techniques
- Enhance human-computer interaction interfaces using machine learning algorithms
- Program with languages like Python and Java to develop robust, production-level software
- Utilize machine learning frameworks such as TensorFlow and PyTorch for model development, conversion, and deployment
- Transform theoretical AI advancements into accessible, efficient, and impactful applications
- Innovate in 3D modeling and animation using computational geometry
- Push the boundaries of AI technologies and their application in real-world scenarios
Requirements For Senior Applied Research Scientist 5
- A PhD / master's/bachelor's degree in a relevant field
- 6-14 years of relevant industry experience
- Strong background in mathematics, particularly in areas relevant to graphics like linear algebra, geometry, and numerical methods
- Courses or experience in computer graphics, image processing, human-computer interaction, machine learning, or similar areas
- Proficiency in programming languages such as Java (for in-product work) or Python (for machine learning model side work) at a production level
- Experience with shipping products to production
- Knowledge of machine learning and AI techniques, especially as they apply to graphics and design
- Experience with Tensor/PyTorch, model conversion, and deploying models to production
- Publication record in peer-reviewed journals or conferences is preferable, not mandatory
- Ability to optimize algorithms for performance, especially in the context of real time applications
- Strong problem-solving skills with the ability to tackle complex problems and innovate new solutions
