What are the responsibilities and job description for the Foundational AI Research Scientist position at Remote Jobs?
Employer Industry : Semiconductor Research and DevelopmentWhy consider this job opportunity : Salary up to $243,222.00Competitive pay, stock options, and bonuses included in the compensation packageComprehensive benefits programs including health, retirement, and vacationOpportunity for career advancement within a leading research organizationWork remotely with occasional site visits based on business needsEngage in impactful research that contributes to advancements in semiconductor design and manufacturingWhat to Expect (Job Responsibilities) : Develop foundational machine learning capabilities for diverse applicationsCreate machine learning techniques to accelerate optimization problems in semiconductor designPublish research findings in top-tier conferences and journalsEstablish new industrial and academic benchmarks and build open-source toolsCollaborate with teams to integrate research into commercial design flowsWhat is Required (Qualifications) : PhD with 1 years of research experience in Electrical Engineering, Computer Science, Information Systems, or a STEM-related field1 years of experience in modern machine learning architectures such as Transformers and Graph Neural Networks1 years of coding experience in Python and C 1 years of experience with machine learning frameworks like PyTorchAt least one first-author publication in top machine learning conferences like NeurIPS, ICML, or ICLRHow to Stand Out (Preferred Qualifications) : Prior work on deep learning applications involving graphs (e.g., circuit graphs or molecular graphs)Familiarity with classical search and optimization techniques such as Genetic Algorithms and Monte-Carlo Tree SearchExperience with Electronic Design Automation (EDA) tools, either commercial or open-sourcePublications in top-tier venues focusing on AI for chip design or materials science#J-18808-Ljbffr
Salary : $243,222
