GenAI Physical Synthesis Engineer

S implementation flows. You will be directly responsible for creating AI-powered agents using technologies like Model Context Protocol (MCP) that can autonomously optimize physical synthesis processes, predict design challenges, and recommend solutions.","responsibilities":"Design and develop GenAI-powered agentic applications for physical synthesis optimization and automation

Implement intelligent agents using Model Context Protocol (MCP) and other agentic frameworks to enhance synthesis flows

Create AI-driven solutions that can autonomously analyze and optimize Physical Synthesis, LEC and DFT Implementation workflows

Build intelligent CAD tools that leverage GenAI for synthesis optimization and automated debugging

Integrate agentic solutions with existing EDA tools (Fusion Compiler, Genus) to create seamless AI-enhanced workflows

Collaborate with cross-functional teams to deploy AI agents across multiple design teams and synthesis flows

Preferred Qualifications

Understanding of physical synthesis concepts and CAD flows

Experience in Python AI/ML libraries (PyTorch, TensorFlow, Transformers) and MCP or similar agentic frameworks

Experience developing AI agents or autonomous systems for technical domains

Knowledge of prompt engineering, RAG (Retrieval-Augmented Generation), and fine-tuning techniques

Experience with agentic AI frameworks beyond MCP (AutoGen, CrewAI, LangChain agents, etc.)

Background in CAD flow or frontend methodology development combined with AI/ML expertise

Experience with Low Power implementation flows (UPF) and AI-driven power optimization

Familiarity with logical equivalence tools (Conformal LEC, Formality) and opportunities for AI enhancement

Knowledge of static timing analysis, place and route tools, and potential AI applications in these domains

Experience with cloud platforms and distributed AI model deployment

Publications or demonstrated expertise in AI applications for EDA or chip design

Minimum Qualifications

Experience with GenAI frameworks, large language models, and AI agent development

Experience with industry standard Synthesis tools such as Fusion Compiler or Genus

Scripting skills in TCL, Python, or Perl for EDA tool automation

Minimum requirement of BS + 3 years of relevant industry experience

Apple is an equal opportunity employer that is committed to inclusion and diversity. We seek to promote equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics. Learn more about your EEO rights as an applicant .

Pay & Benefits

At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $147,400 and $272,100, and your base pay will depend on your skills, qualifications, experience, and location.

Apple employees also have the opportunity to become an Apple shareholder through participation in Apple's discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple's Employee Stock Purchase Plan. You'll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses - including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits.

Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.