What are the responsibilities and job description for the AI Research Scientist position at Axiomatic_AI?
About Axiomatic_AI:
Axiomatic_AI is dedicated to accelerating R&D by developing the next generation of Automated Interpretable Reasoning, a verifiably truthful AI model built for reasoning in science and engineering, empowering engineers specifically in hardware design and Electronic Design Automation (EDA), with a mission to revolutionize the fields of hardware design and simulation in the photonics and semiconductor industry. We seek highly motivated professionals to help us bring these innovations to life, driving the evolution from development to commercial product.
Axiomatic_AI is dedicated to accelerating R&D by developing the next generation of Automated Interpretable Reasoning, a verifiably truthful AI model built for reasoning in science and engineering, empowering engineers specifically in hardware design and Electronic Design Automation (EDA), with a mission to revolutionize the fields of hardware design and simulation in the photonics and semiconductor industry. We seek highly motivated professionals to help us bring these innovations to life, driving the evolution from development to commercial product.
- Position Overview: The AI Research Scientist will work on developing novel AI models for verifiable and interpretable reasoning for science and engineering. You will contribute to the development of novel AI-driven methods for understanding, modeling, and replicating complex behaviors from data. This role will involve a blend of research, experimentation and hands-on implementation and testing, with an emphasis on pushing the boundaries of current AI capabilities.
- Key Responsibilities
- AI Model Development: Contribute to the development of novel AI reasoning models and architectures, focusing on advanced reasoning techniques and application to scientific fields where rigour and reliability are fundamental
- Collaboration: Work closely with a cross-functional team of engineers and scientists, collaborating on solving challenging problems at the intersection of AI, physics, logic, and robotics. Collaborate with universities on developing selected aspects of the product
- Documentation and Reporting: Develop detailed technical documentation and present research findings to internal teams and external stakeholders.
- Research & Publication: Conduct cutting-edge research and publish results in top AI conferences and journals to contribute to the global AI research community, according to opportunities.
- Experience:
- Ph.D. in Machine Learning, Artificial Intelligence, Computer Science, Physics or related field
- Strong background in AI research, with a focus on reasoning, representation learning, reinforcement learning, scientific and engineering applications.
- Knowledge of AI algorithm and architectures and familiarity with industry-standard AI tools and libraries
- Experience working on projects involving chip design, or more generally scientific applications and optimization
- A track record of publications in top-tier AI or machine learning conferences or journals.
- Technical Skills:
- Proficiency in Python
- Understanding of fundamental computer science principles
- Proficiency in deep learning frameworks such as PyTorch or JAX.
- Solid understanding of machine learning principles and architectures
- Hands-on experience with large language models, diffusion models, or other state of the art architectures.
- Excellent research, analytical and communication skills
- What we offer
- Competitive Compensation: A mix of salary and stock options for long-term career growth.
- Cutting-Edge Tools: Access to state-of-the-art tools and collaborative opportunities with leading experts in artificial intelligence, physics, hardware and electronic design automation.
- Work-Life Balance: Flexible work arrangements in one of our offices with potential options for remote work.
- Professional Growth: Opportunities to attend industry conferences, present research findings, and engage with the global AI research community.
- Company Culture: Join a passionate team focused on solving some of the most challenging problems at the intersection of AI and hardware.
- Why Axiomatic_AI? At Axiomatic_AI, you will be working on technology that drives innovation in AI for scientific and engineering applications in line with our 10X30 mission. This is your opportunity to contribute to the development of new AI architectures that can reason coherently and produce interpretable and verifiable solutions. Consequently, see those ideas commercialized into products that will shape the future of hardware and computing, while collaborating with a global team of engineers and AI specialists. We believe in pushing the boundaries of what is possible and continuously seek to redefine the intersection of AI, with focus on formal consistency. If you're ready to take your expertise in artificial intelligence and physics to the next level, we want to hear from you!
