You will develop and optimize machine learning algorithms for photonic computing, collaborate with various teams, and conduct performance analyses to improve the efficiency of AI models.
Anforderungen
- •Bachelor's degree in Computer Science
- •Master's degree in Computer Science
- •PhD preferred
- •Strong background in machine learning
- •Deep learning frameworks experience
- •Proficiency in Python programming
- •Proficiency in C++ programming
- •Experience in AI algorithm development
- •Familiarity with photonic computing
- •Experience with hardware-software co-design
- •Strong analytical skills
- •Problem-solving skills
- •Excellent communication abilities
- •Teamwork abilities
Deine Aufgaben
- •Develop and optimize machine learning algorithms.
- •Integrate AI models onto photonic platforms.
- •Design application-level solutions using photonic hardware.
- •Conduct performance analysis of AI models.
- •Identify bottlenecks and optimization opportunities.
- •Research novel AI techniques for photonic computing.
- •Collaborate with cross-functional teams.
- •Contribute to documentation and technical reports.
- •Stay updated on machine learning and photonics.
Deine Vorteile
Growing demand in compute
Leading edge photonic AI technologies
Collaborative work environment
Ownership of work from day one
Passionate international team
Collaboration with founders and leadership
Original Beschreibung
## AI Applications Engineer – Machine Learning for Photonic Compute Accelerators
###### Permanent employee, Full-time ·Stuttgart
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##### Your mission
We are seeking a talented AI Applications Engineer to join our cutting-edge team developing next-generation photonic compute accelerators. In this role, you will design, implement, and optimize machine learning algorithms tailored for our negative computing platform, enabling ultra-fast, energy-efficient AI computation. You will bridge the gap between algorithm development and photonic hardware capabilities to unlock new performance paradigms in AI acceleration.
Key Responsibilities:
* Develop and optimize machine learning algorithms specifically designed for our native compute platform.
* Collaborate with our system architects to integrate AI models seamlessly onto our photonic platforms.
* Design and implement application-level solutions that leverage photonic hardware for real-world AI workloads.
* Conduct performance analysis and benchmarking of AI models on photonic accelerators, identifying bottlenecks and optimization opportunities.
* Research and prototype novel AI techniques that exploit the unique properties of our photonic computing.
* Work closely with cross-functional teams including hardware design, software engineering, and system integration.
* Contribute to documentation, technical reports, and publications related to AI and photonic computing advancements.
* Stay up to date with the latest developments in machine learning, photonics, and hardware acceleration technologies.
##### Your profile
* Bachelor’s or Master’s degree in Computer Science, Electrical Engineering, Physics, or a related field (PhD preferred).
* Strong background in machine learning, deep learning frameworks (e.g., TensorFlow, PyTorch).
* Experience in developing and optimizing AI algorithms for specialized hardware accelerators.
* Familiarity with photonic computing concepts and architectures is highly desirable.
* Proficiency in programming languages such as Python, C++, or similar.
* Experience with hardware-software co-design and understanding of hardware constraints.
* Strong analytical and problem-solving skills.
* Excellent communication and teamwork abilities.
##### Why us?
* Make growing demand in compute and sustainability go hand in hand.
* Work on leading edge photonic AI acceleration technologies.
* Collaborative and innovative work environment.
* Own your work from day one and fast-track your professional growth.
* Work alongside a passionate, international, cross-functional team of experts.
* Collaborate closely with the company’s founders and core leadership team.