Performance Modelling Engineer

APPLE; Cambridge; On-site; GBP 50,000 - 70,000; Full time

Job summary

A leading technology company in the UK seeks a Performance Modelling Engineer to join their GPU Performance Modeling Team. This role involves defining and optimizing GPU micro-architecture, analyzing workloads for improvement, and collaborating with multi-functional teams. A strong knowledge of computer architecture and excellent communication skills are required. The ideal candidate will influence data-driven architectural decisions. Experience with C/C++ and familiarity with simulation environments are preferred. Join a diverse team dedicated to innovation and excellence.

Qualifications

• Strong knowledge of computer architecture & micro-architecture.
• Ability to work through ambiguities in a dynamic environment.
• Excellent communication and negotiation skills.

Responsibilities

• Define and optimize GPU micro-architecture.
• Analyze workloads to identify bottlenecks and improvement areas.
• Collaborate with multi-functional teams to develop architectural solutions.

Skills

Computer architecture knowledge

Communication skills

Negotiation skills

Coding skills in C/C++

Scripting languages (Perl, Python, Ruby)

Job description

Performance Modelling Engineer

Do you have an uncommon desire to seek out and solve exceedingly difficult challenges rather than the easy ones? Do you believe that truly valuable and meaningful accomplishments are the result of pushing the limits of perseverance? Do you believe that a world-class team with relentless drive can surpass even their own high expectations? We do! But we also realize this job isn’t for everyone. What we do is not easy but you do not take the easy path. We are seeking highly motivated, innovative, and confident individuals to join the GPU Performance Modeling Team; we are a group that is driving advanced exploration for next generation GPU architectures and micro-architectures. In this highly visible role, you will be at the center of a chip design effort working with all disciplines, with a critical impact on getting high performant products to millions of customers quickly.

Description

As a Performance Modeling Engineer you will be part of a team that is defining and optimizing Apple’s GPU micro-architecture. With others you will seek out areas for improvement while collecting data and measurements that either confirm the idea or rule it out. You will collaborate with experienced designers in micro-architecture and RTL to assess the feasibility of ideas, refine ideas, and seed new ones. The role requires the analysis of interesting workloads across existing and new product categories to identify bottlenecks and opportunities for improvement. You’ll be architecting new simulator features and brainstorming novel ideas to boost simulation performance. You’ll collaborate with world-class GPU and SoC Architects to steer and improve the implementation of GPU simulators and performance models used for research, performance analysis, and microarchitecture tuning. We also cross-collaborate as a larger architecture and performance team to maintain and improve the simulation environment and look for ways to boost the productivity of the entire team.

• C++ performance modeling of proposed architectural solutions and features.
• Gathering, analyzing, and validating measured and simulated results to compare architectural design alternatives.
• Carefully analyze and present results to enable data specific architecture/design.
• Writing architectural specification documents in collaboration with engineers across different disciplines.
• Work with the multi-functional teams to develop architectural solutions.
• Improve Apple’s modeling platform by developing APIs, tools, and optimal standard examples that can be used throughout the company.

Minimum Qualifications

• You should have strong knowledge of computer architecture & micro-architecture.
• Be comfortable in an environment of uncertainty and able to work through ambiguities.
• You will need strong communication, influence and negotiation skills to enable right data driven decisions are taken.

Preferred Qualifications

• Familiarity with a range of performance and/or power simulation environments.
• Strong coding skills including object-oriented programming with C & C++.
• Strong understanding of common data structures and algorithms.
• Knowledge of scripting languages such as Perl, Python, or Ruby.

At Apple, we’re not all the same. And that’s our greatest strength. We draw on the differences in who we are, what we’ve experienced and how we think. Because to create products that serve everyone, we believe in including everyone. Therefore, we are committed to treating all applicants fairly and equally. As a registered Disability Confident employer, we will work with applicants to make any reasonable accommodations. Apple will consider for employment all qualified applicants with criminal backgrounds in a manner consistent with applicable law. Learn more