AI Frameworks Engineer

hace 4 semanas

San José, San José, Costa Rica Intel A tiempo completo
Job Description

The Intel Software and Advanced Technology Group's Microsoft Technology Center delivers innovative, high-quality software that differentiates Intel products and maximizes customer value. Our mission is to ensure Microsoft operating environments, tools, and key applications run best on Intel architecture and Intel architecture is best designed for them. Our software work translates into faster and more efficient code execution on Intel CPUs, GPUs, and NPUs (Neural Processing Units) for our customers running on Edge, Client, Server, and Cloud in the Microsoft ecosystem.

In this role, you will contribute towards AI framework optimizations in the Windows ecosystem, with a focus on ONNX Runtime and DirectML. You will have the opportunity to analyze and optimize compute graphs, develop and optimize kernels to deliver optimized inference on GPUs. You will develop software optimizations that help influence our partners to adopt leading-edge Intel features. Additionally, you will bring software and workload knowledge to help influence the future roadmap to build the best client products.

Responsibilities

  1. Engage with external partners, as well as internal Intel teams to understand the use case for new technologies and opportunities for Intel.
  2. Evaluate new Intel technologies like storage, memory, security by creating Proof of Concepts and present the findings to our partners as well as Intel architects.
  3. Use performance methodologies to improve Intel's hardware and optimize the software stack to ensure best performance on IA.
  4. Communication and stakeholder management skills, able to negotiate and resolve conflict within all levels of the organization towards a win-win/best for business solution.
  5. Tolerance to ambiguity, build consensus across the organization and having a proactive approach to manage changes to deliver to tight milestones.
  6. Demonstrated discipline attentiveness to detail and the ability to work under limited supervision.
  7. Capable of handling multiple assignments in a timely manner while meeting assigned deadlines.
  8. Strong business acumen skills.

Behavioral Traits

  1. Be a team player, contribute to an inclusive work environment and overall growth of the team through respect, knowledge sharing, and finding new opportunities for the team.
  2. Good verbal, written, and presentation skills to influence management and technical stakeholders across Intel and Intel partners.
  3. Continuous improvement and problem-solving techniques.
  4. Make decisions that move the project forward.
  5. Must be dynamic and creative, willing to rethink proposed solutions and innovate in the process.
  6. Excellent analytical skills.
  7. Motivation to learn new technologies.

Qualifications

You must possess the below minimum qualifications to be initially considered for this position. The following preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates.

Minimum Qualifications:

  1. MS or PhD graduate at Computer Science, Computer Engineering, or related field. (Electrical Engineering with Software background, BS with relevant experience will be considered too).
  2. 4+ years of Industry experience and developing high-quality code in C/C++, Python, C# or similar programming language.
  3. 2+ years of experience in deep learning models, with understanding of common model architectures, numeric, and data types, and model optimization techniques (fusions, sparsity, quantization, compression, etc.).
  4. 2+ years of experience in parallel computing and performance engineering.
  5. Candidate must have permanent unrestricted right to work in Costa Rica.
  6. Intermediate to Advanced English level.

Preferred Qualifications:

  1. Background in modern CPU, GPU architectures, runtimes, compiler code generation, multi-threading. Intel Xeon architecture is a plus.
  2. Kernel development experience with HLSL, CUDA, OpenCL, etc. HLSL a plus.
  3. Software optimization, benchmarking, compiler, runtimes, and AL/ML background.
  4. Knowledge of Deep Learning Runtimes and frameworks like TensorFlow, PyTorch, ONNX Runtime.
  5. Experience with framework development, performance (latency/throughput) analysis and optimizations a big plus.

Inside this Business Group

Enable amazing computing experiences with Intel Software continues to shape the way people think about computing – across CPU, GPU, and FPGA architectures. Get your hands on new technology and collaborate with some of the smartest people in the business. Our developers and software engineers work in all software layers, across multiple operating systems and platforms to enable cutting-edge solutions. Ready to solve some of the most complex software challenges? Explore an impactful and innovative career in Software.

Posting Statement

All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.

Benefits

We offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, as well as, benefit programs which include health, retirement, and vacation. Find more information about all of our Amazing Benefits

This role will be eligible for our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site. In certain circumstances the work model may change to accommodate business needs.

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