{"title": "CAD ML Timing Optimization Engineer", "summary": "Do you love creating elegant solutions to highly complex challenges? Do you intrinsically see the importance in every detail? As part of our Silicon Technologies group, you\u2019ll help design and manufacture our next-generation, high-performance, power-efficient processor and system-on-chip (SoC). You\u2019ll ensure Apple products and services can seamlessly and efficiently handle the tasks that make them beloved by millions. Joining this group means you\u2019ll be responsible for crafting and building the technology that fuels Apple\u2019s devices. We invite you to help deliver the next groundbreaking Apple products. In this highly visible role as a key technical member of the Design Methodology and Tools team, you are an integral part of the effort to improve the performance of Apple silicon. You will be responsible for delivering industry-leading solutions for design optimization, design closure, and visualization. Combining machine learning algorithm application with practical design know-how and software engineering best practices, you will help to differentiate and streamline Apple\u2019s silicon engineering methods.", "description": "As a CAD ML Timing Optimization Engineer, you will:\n- Deliver methodology and tool solutions for static timing closure and power optimization.\n- Apply data science and ML analytics to quantify, mine, and predict intriguing patterns.\n- Deploy innovative modeling and optimization approaches to achieve globally optimal targets.\n- Prudently apply best-in-class learning algorithms to deliver value-adding design solutions.\n- Pursue deep analysis of design implementation alternatives to isolate key issues and identify appropriate ECO remedies.\n- Implement code infrastructure to facilitate analytics and visualization.\n- Collaborate with silicon design, CAD, and EDA partners to identify flow deficiencies and enact creative solutions.", "key_qualifications": "Practical knowledge and experience in applying ML and/or GPU accelerated approaches to solving challenging optimization tasks. Proven software engineering background and experience with C++, Python, and a variety of deep learning libraries and infrastructure. Strong analytical skills and ability to identify high ROI opportunities. Proficiency with optimization algorithms, data modeling, and mathematical representations. Hands-on experience in static timing analysis and/or design optimization flows. Solid understanding of Physical Design challenges, proficiency with place and route tools and implementation exploration. Good communicator who can accurately assess, describe issues to management and follow solutions through to completion. Familiarity with timing and power ECO techniques and high performance deep sub-micron processor designs is a plus.", "preferred_qualifications": "", "education_experience": "Minimum requirement of BS + 10 years of relevant industry experience", "additional_requirements": "", "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 $175,800 and $312,200, 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\u2019s 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\u2019s Employee Stock Purchase Plan. You\u2019ll 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 \u2014 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.", "company": "apple"}