Performance Modelling Engineer

Apple Inc.; Cambridge (MA); Ibrido; USD 140.000 - 190.000; Tempo pieno

Descrizione del lavoro

Apple Inc. in Cambridge, MA is seeking a Performance Modeling Engineer to define and optimize GPU micro-architecture through C++ modeling and data-driven analysis. You will work with engineers across micro-architecture, RTL, and GPU teams to assess feasibility, refine ideas, and seed new ones.

The role focuses on workload analysis, simulator feature development, and performance tuning. You will architect new simulator features, analyze workloads, and promote data-driven architectural decisions,

Competenze

• Strong knowledge of computer architecture and micro-architecture.
• Strong coding skills in C/C++ and OO design.
• Experience with scripting languages such as Perl, Python, or Ruby.

Mansioni

• C++ performance modeling of proposed architectural solutions and features.
• Gather, analyze, and validate measured and simulated results to compare design alternatives.
• Write architectural specification documents with engineers across disciplines.
• Collaborate with multi-functional teams to develop architectural solutions.
• Improve modeling platform by developing APIs, tools, and examples used across the company.

Conoscenze

C++

OO Programming

Computer Architecture

Strumenti

Perl

Python

Ruby

Descrizione del lavoro

Selection changes the language of the page/content

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 a 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 & 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 .In this position you will be expected to:- 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

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