What are the responsibilities and job description for the Senior Research Engineer position at AgreeYa Solutions?
Job Details
Job Description:
- Collaborate with the machine learning team in exploring and advancing AI/ML/SL algorithms and systems
- Support new technology and research initiatives and implement leading-edge PoC with best practices focus on Large Foundation Models, AI for Science, DSE and Inverse Design, using open-source technologies.
- Collaborate with in-house and academic researchers focused on applications of reinforcement learning and other machine learning technologies in various fields, including computing, micro-architecture, chip, device and materials design.
- Collaborate with researchers in various areas of design space exploration (DSE) and inverse design with practical applications demonstrated in the design pipeline.
- Communicate complex ideas and testing results effectively, both orally and in writing
- Lead and contribute to papers and patents as deliverable.
Qualifications:
- PhD in Electrical Engineering and/or Computer Science or related fields with solid background in research, software and system engineering
- Experience with multi-processing libraries and python-based machine learning.
- Experience with Linux and Docker environment.
- Advanced understanding of technical troubleshooting approaches, tools and techniques, and the ability to anticipate, recognize, and resolve technical problems arising in research involving open-source technologies
- Several years of innovative and algorithmic software development with hands-on experiences in a software engineering role, including collaboration with other engineers and researchers
- Deep knowledge of machine learning, statistical learning and reinforcement learning.
- Ability to work productively with various statistical learning, optimization and auto-differentiation platforms (e.g., PyTorch, Tensorflow, etc.)
- Proficient and productive in at least two programming languages e.g., Python, C/C with an ability to learn new languages, systems and platforms, ability to work productively with open-sourced research software
- Strong sense of product ownership and business impact
- Eagerness to learn new technologies
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