Job Description

Develop AI, LLM, ML and statistical based solutions to build state-of-the-art predictive, prescriptive , optimization and automation , pattern-mining solutions for silicon design verification and firmware validation Collaborate with cross-functional teams to ensure the accuracy, reliability, and performance of semiconductor products. Drive technical innovation and culture within the team by participating in generating IP and inspiring team to innovate. Participate in end-to-end project scoping and stakeholder discussions to determine technical merit of the idea, vale proposition and resource requirements. Interact with senior leadership, and cross functional teams to define scope, identify risks, deploy scalable solutions & lead multiple projects execution Continuously learn as well as mentor team on recent progress on semiconductor and AI/ML domain. Key requirements: Education: masters or PhD in Computer Science, Electrical Engineering, or a related field. Experience: 12+ years in data science and machine learning. Experience in silicon verification or semiconductors in general is highly desirable. Technical Skills In-depth understanding statistics, classical ML algorithms, neural networks and in-depth understanding of algorithms and formulation behind LLM, RAG and agents. Hands on experience and solid understanding of data engineering and building deployment pipelines for solutions built. Be able to extract, process and clean data using known frameworks. Proficiency in programming languages such as Python, R, and SQL. Experience with machine learning frameworks (eg, TensorFlow, PyTorch) and data visualization tools (eg, Tableau, Power BI). Project Management Ability to scope projects, develop project plan and lead, execute, and deliver as per the plan. Ability to understand the customer pain point and find appropriate solutions to address the problem. Soft skills Strong passion and attitude to work in semiconductor industry delivering high value and high impact data science solutions. Attitude and temperament for team-work, mentoring, learning, ethics and professional communication.