At Synopsys, we drive the innovations that shape the way we live and connect. Our technology is central to the Era of Pervasive Intelligence, from self-driving cars to learning machines. Join us to transform the future through continuous technological innovation. You are an experienced AI/GenAI engineer with a strong background in machine learning, software engineering, and leadership.
AI engineer for semiconductor IP
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описание
задачи
- Design, develop, and deploy GenAI Agentic and machine learning models, algorithms, and systems to tackle complex business challenges.
- Provide technical leadership and mentorship, supporting junior engineers and data scientists in best practices and advanced techniques.
- Stay abreast of the latest AI, Agentic AI, and machine learning advancements, applying them to enhance existing systems or develop innovative solutions.
- Collaborate with program and product managers, software engineers, and stakeholders to define requirements and create technical specifications for AI solutions.
- Conduct data analysis, preprocessing, and feature engineering to prepare datasets for machine learning models.
- Train, validate, and fine-tune machine learning models to meet performance and accuracy benchmarks.
- Deploy AI models into production environments, monitoring and optimizing their performance.
- Document models, algorithms, and methodologies to ensure reproducibility and facilitate knowledge sharing.
- Ensure all AI solutions comply with ethical guidelines, data privacy regulations, and industry standards.
- Accelerate innovation in AI-driven products and solutions, directly influencing Synopsys’ technological leadership.
- Enhance operational efficiency and decision-making through intelligent automation and data-driven insights.
- Drive adoption of Agentic AI systems, enabling transformative business outcomes across multiple domains.
- Mentor and elevate the technical capabilities of the engineering and data science teams, fostering a culture of excellence.
- Champion ethical AI practices, ensuring responsible development and deployment of cutting-edge technologies.
- Support cross-functional collaboration, bridging the gap between technical and business teams for successful project delivery.
- Contribute to the advancement of semiconductor IPs and EDA tool integration with AI, expanding Synopsys’ product portfolio.
требования
- Ph.D. or Master’s degree in Computer Science, Data Science, Electrical Engineering, or a related field.
- Minimum 8 years of experience in software engineering, machine learning, and GenAI, with a proven track record in production deployments.
- Strong proficiency in Python;
- Expertise in data structures, algorithms, and design patterns for scalable AI solutions.
- Extensive experience with machine learning and Agentic frameworks (e.g., TensorFlow, PyTorch, LangChain/LangGraph, AutoGen) and LLM models.
- Strong grasp of statistical analysis, data mining, and data visualization techniques.
- Knowledge of cloud platforms, containerization (Kubernetes, Docker), and version control systems (Git, P4).
- Familiarity with Agile, Kanban, or Scrum methodologies.
- Exceptional problem-solving and analytical abilities, with a strategic mindset.
- Strong communication and interpersonal skills to engage diverse audiences.
- Ability to work independently and collaboratively within multidisciplinary teams.
- Demonstrated leadership and mentorship capabilities.
- Adaptable, proactive, and eager to continuously learn and innovate.
- Будет плюсом: familiarity with backend and distributed systems, message queues, and orchestration technologies is a plus; Understanding or experience with semiconductor IPs and EDA tools is highly desirable
условия
- We offer a comprehensive range of health, wellness, and financial benefits to cater to your needs.
- Our total rewards include both monetary and non-monetary offerings.
навыки
Если просят выйти из iCloud, прислать код из SMS, запустить или установить что-то, перевести деньги — не соглашайся: это мошенничество.