Ai/gpu Soc Lead jobs at Intel

The Applied Machine Learning group is responsible for innovation and development of end-to-end AI solutions, technology proof of concepts, and IP development of current and future ML workloads for Intel architecture and silicon serving consumer and corporate business requirements.

In this position, you will be responsible for research, modeling, prototyping, productizing of ML techniques, generating data insights and optimizations for Intel platforms.

Responsibilities include but are not limited to:

• Builds machine learning based products/solutions, which provide descriptive, diagnostic, predictive, or prescriptive models based on data.
• Uses or develops machine learning algorithms, such as supervised and unsupervised learning, deep learning, reinforcement learning, generative AI, large language model and others, to solve applied problems in various disciplines such as Data Analytics, Computer Vision, Natural Language Processing, Recommendation System, Graph Neural Network, Robotics, etc.
• Interacts with users to define requirements for breakthrough product/solutions.
• In either research environments or specific product environments, utilizes current programming methodologies to translate machine learning models and data processing methods into software.
• Completes programming, testing, debugging, documentation and/or deployment of the solution/products.
• Engineers big data computing frameworks, data modeling and other relevant software tools.
• You will play a key technical role for end-2-end machine learning and deep learning platform development based on various frameworks and hardware (such as CPU, GPU, accelerators).
• You will also be responsible for developing AI ML solutions and methodologies to bring the best performance, accuracy, efficiency, and ease-of-use to customers by working with internal and external partners.

The job scope may include but not limited to:

• End-2-end ML and DL platform component innovation and feature development in data ingestion, feature engineering, distributed training via data and model parallelization, hyper-parameter optimization, neural architecture search, model compression, quantization, distillation, and model serving.
• Algorithm and model development of advanced technologies in computer vision, natural language processing, large language model, recommendation, graph analytics, reinforcement learning, and other domains.
• Machine learning framework and workload performance profiling, optimization, insights generation for benchmark such as MLPerf as well as real-world customer use cases.
• Software and tools development in python, C++, and other languages as required.

Behavioral traits that we are looking for:

• Excellent communication skills.
• Willing to clearly communicate technical details and concept.

Minimum qualifications,you must possess the below minimum qualifications to be initially considered for this position:

• Master´s degree with 4+ years or Ph.D. with 2+ years of experience in: Computer Engineering, Computer Science, Data Science, Software Engineering, Electronic Engineering, Physics, Mathematics, Aerospace engineering, applied mathematics, mechanical engineering, or related STEM disciplines

4+years of the following technical skills:

• Experience in deep learning frameworks such as PyTorch, TensorFlow, working on CPU / GPU / AI accelerators for ML/DL.
• Experience in GenAI frameworks such as transformers, PEFT, diffusers, TGI, TEI, vLLM or SGLang for both training finetuning and inference serving.
• Working with Performance optimization / tuning.
• Experience in computer vision, recommendation, natural language processing, or reinforcement learning.

Preferred qualificationsare in addition to the minimum requirements and are considered a plus factor in identifying top candidates:

• Proven track record of a leadership role in machine learning, deep learning research and applications demonstrated by patents, publications, product delivery, or other means.
• Experience on performance optimization for PyTorch framework, MLPerf benchmark and other SOTA workload.
• Distributed training, DeepSpeed, Torch DDP and FSDP, Ray SGD.
• Inference optimization such as quantization, sparsity, distillation.GenAI end-2-end workflow development and deployment for model serving, RAG and agent system.

Weoffer 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 here:

In this role, you will have the opportunity to work on cutting edge technology, use best in class systems and equipment. We expect you to have good scripting skills and be able to process large amounts of performance data, use automation for analyzing and optimizing Graphics performance. You will also work closely with cross-functional teams to ensure our SoCs meet the highest standards of performance, power efficiency and identifying opportunities for improvement.

Minimum qualifications are required to be initially considered for this position. Requirements listed would be obtained through a combination of industry relevant job experience, internship experiences and orschoolwork/classes/research.

Minimum Qualifications

• Bachelor's degree with 3+ years of experience or Master's degree with 2+ years of experience in Electrical Engineering, Computer Engineering or related field.

• Post-silicon validation using test equipment, computer systems, and test station Software development.

• Experience with scripting languages such as Python, C/C++ and/or Perl.

Preferred Qualifications:

• CPU micro-architectural and/or high-speed bus protocol experience.

• Experience in design, verification or validation disciplines, system/platform level debug and root cause isolation, methodology and tools.

• Experience with Power measurement and debug tools

• Experience with leading Automation efforts, planning, execution and overseeing system validation activities.

• Deep technical knowledge in performance and power management including understanding of architecture and microcode sufficient to understand potential Power and performance impacts of changes.

• Familiarity with industry benchmarks, which aspects of performance they measure and competitive analysis from previous gen products.

• Experience with Performance counters.

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 here:

The job Develops the logic design, register transfer level (RTL) coding, and simulation for graphics IPs (including graphics, compute, display, and media) required to generate cell libraries, functional units, and the GPU IP block for integration in full chip designs. Participates in the definition of architecture and microarchitecture features of the block being designed. Applies various strategies, tools, and methods to write RTL and optimize logic to qualify the design to meet power, performance, area, and timing goals as well as design integrity for physical implementation. Reviews the verification plan and implementation to ensure design features are verified correctly across verification hierarchies, drives unit level verification, and resolves and implements corrective measures for failing RTL tests to ensure correctness of features. Supports SoC customers to ensure high quality integration of the GPU block.

As ayour responsibilities will include but are not limited to:

• You will be responsible for designing and/or integrating IP for a discrete graphics SoC. You will be working or assisting in architecture, design, implementation, formal verification, emulation and validation of discrete graphics SoC products, including:

• Creating a design to produce key assets that help improve product KPIs for discrete graphics products.

• Working with SoC Architecture and platform architecture teams to establish silicon requirements.

• Making appropriate design trade off balancing risk, area, power, performance, validation complexity and schedule.

• Creating micro architectural specification document for the design.

• Working with external vendors on tools or IPs required for the development of micro-architecture, design and design qualification of custom silicon designs.

• Driving vendor's methodology to meet world class silicon design standards.

• Architecting area and power efficient low latency designs with scalabilities and flexibilities.

• Power and Area efficient RTL logic design and DV support.

• Running tools to ensure lint-free and CDC/RDC clean design, VCLP.

• Synthesis and timing constraints.

The ideal candidate will exhibit the following behavioral traits:

• Ability to drive and improve digital design methodology to achieve high quality first silicon

• Able to work with multi-functional teams within Intel and external vendors across geographical boundaries to resolve architectural and implementation challenges with a focus on schedule

• Strong verbal and written communication skills

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

Minimumqualifications:

• Bachelors degree in Electrical, Computer Engineering with 4+ Years relevant experience in the semiconductor industry.

• OR Masters degree in Elecrtical, Computer Engineering with 3+ years relevant experience in the semiconductor industry

• 4+ years of experience in/with:

  • Verilog and system verilog, synthesizeable RTL

  • Modern design techniques and energy-efficient/low power logic design and power analysis

  • Computer Architecture

Preferred qualifications:

• Experience with FPGA emulation, silicon bring-up, characterization and debug

• Experience in multiple tape-outs reaching production with first pass silicon

Benefits:

Weoffer 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 here:

Key Responsibilities

• Intermediate Representation Interface: Design and integrate the IR interface between front-end components and the Intel graphics compiler.

• Optimizer: Design and develop optimization algorithms to improve compiler performance and efficiency.

• Generated Code Analysis: Analyze compiler-generated code to identify inefficiencies and propose optimizations or hardware enhancements to address performance issues.

• Architecture Research: Collaborate with hardware architects to collect data and evaluate advanced features for future Intel Graphics processors.

As a successful candidate, you must possess the following skills:

• Strong Analytical: Analyze complex systems and identify areas for improvement.

• Problem-Solving: Creative and effective in developing solutions to technical challenges.

• Collaboration: Skills to work effectively with cross-functional teams and external partners.

• Adaptability: Willingness to learn and adapt to new technologies and methodologies.

• Attention to Detail: Precision in designing and developing software tools and algorithms.

• Communication Skills: Clearly articulate technical concepts and collaborate with diverse teams.

• Innovation Mindset: A proactive approach to exploring new ideas and technologies to drive advancements in graphics processing.

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

Minimum Qualifications:

• MS. degree in computer science, electrical computer engineering, or STEM

• 2+ yearswith a MS C/C++ programming experienceandcompiler development

Preferred Qualifications:

• Ph.D. degree incomputer science, electrical computer engineering, or STEM

• 1+ years of:

  • Familiarity with compiler optimizations, front-end translation and back-end code generation

  • Familiarity with computer and graphics architecture

  • Familiarity with GPGPU programming model

  • Knowing LLVM infrastructure is a big plus

Weoffer 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 here:

Key Responsibilities:

• Own the completion of high-level activities directly for a member of Intel's executive team.

• Provide strategic counsel to executives, assisting in business decision-making processes.

• Set agendas for leadership teams and drive accountability for OKRs and team deliverables.

• Coordinate group activities and cross-functional initiatives, leading or contributing to strategic projects.

• Provide recommendations and consultation to department leaders to enhance teamwork across the organization.

• Support and oversee special projects and initiatives to ensure alignment with company strategy.

• Assist executive team members in determining and prioritizing business strategies.

• Distill large volumes of business information into clear insights for communication to executives and employees.

• Prepare material for strategic or operational reviews and ensure executives are prepared for meetings.

• Enable teams to execute through clear goal setting, facilitating work, maintaining accountability, and driving team results.

• Inspire people, role model Intel values, develop the capabilities of others, and ensure a productive work environment.

As a successful candidate, you must possess:

• Strong Communication Skills: Convey complex information clearly and effectively to diverse audiences.

• Leadership and Influence: Inspire and motivate teams, driving results through collaboration and accountability.

• Strategic Thinking: Proactively identify opportunities and challenges, developing innovative solutions.

• Adaptability: Thrive in a dynamic environment, managing diverse assignments with a solution-driven approach.

• Problem-Solving Skills: Approach challenges with creativity and resourcefulness, finding effective solutions.

• Interpersonal Skills: Build strong relationships across the organization, fostering teamwork and collaboration.

• Attention to Detail: Ensure accuracy and precision in all aspects of work, from strategic planning to execution.

• Resilience: Maintain focus and composure under pressure, navigating complex situations with confidence.

• Integrity: Uphold Intel's values, demonstrating ethical behavior and accountability in all interactions.

You must possess the below minimum qualifications to be initially considered for this position. Preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates. This position is not eligible for Intel immigration sponsorship.

Minimum Qualifications:

• 4+ years of experience in technology sales, technical sales, or product management.

Preferred Qualifications:

• B.S. in Computer/Electrical Engineering, ComputerScience, BusinessAdministration, Information Technology,STEMor related.

• MBA

• 5+ years of experience in any of the following:

  • Client Computing technologies

  • PC ecosystem from design to sell-through

  • Experience presenting strategic roadmap, product, and technology topics in front of customers

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 here:

Your responsibilities may include but not be limited to:

• Define SoC fabrics, SoC hardware/software interface, and IP integration.

• Author high-level architecture specifications that meet product/market requirements and facilitate correct implementation by development teams

• Interact with Micro Architects, IP Architects, discrete GFX team, RTL Design teams, Verification teams, Emulation team, Power and Performance validation teams to understand the product requirements and define overall Display strategy to ensure the end product meets the PnP goals at pre-silicon estimation and post-silicon measurement.

• Interact withapplication/driver/firmware

The SOC Architect should possess the following attributes:

• Excellent written and verbal communication skills.

• Willingness to work effectively in a collaborative, cross-functional environment.

• Excellent problem-solving and debugging skills.

• Willingness to lead task forces to resolve problems.

Bachelor's degree in Computer Science, Computer Engineering, or Electrical Engineering with:

• BS degree with 8+ years of industry experience

• OR- Master's degree with 6+ years of industry experience

• OR- PhD degree with 4+ years of industry experience

Candidate must have combined 4+ years of experience in the following areas:

• System-on-Chip (SoC) integration,

• SoC architecture,

• SoC design,

• System architecture ( such as Hardware / Software interface, PNP )

Preferred Qualifications:

• IP integration and SoC flows with IP's such as Graphics, Media, or Image Processing.

• Broad knowledge of computer systems (software, hardware, firmware, silicon).

• Experience with hardware/software interfaces.

• Power and Performance.

• Experience with at least one of the following: Memory controllers, cache hierarchy, fabrics, high speed I/O protocols.

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 here:

Responsibilities include:

• Develops complex code with C++ templates for optimal GPU kernels.
• Understand PyTorch or Similar framework’s usage of AI kernels and design the interfaces.
• Interacts with partner teams to understand the requirements and convert to tangible action items for development.
• Develop architectural documents for setting direction to larger team.

Behavioral traits that we are looking for:

• Excellent written and oral communication skills including technical details and concepts.
• Willingness to lead large teams of engineers with clear direction of complex requirements.
• Willingness adhering to specific timelines and delivering quality SW products.

Minimum qualifications are required to be initially considered for this position. Preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates.

Requirements listed would be obtained through a combination of industry relevant job experience, internship experiences and orschoolwork/classes/research.

Minimum Qualifications:

• Bachelor’s degree and 6+ years or Master’s degree and 4+ years’ experience or Ph.D and 2+ years of experience in Computer Engineering, Computer Science, Data Science, Software Engineering, Electronic Engineering, Physics, Mathematics, Aerospace engineering, applied mathematics, mechanical engineering, or related technical disciplines.
• 3+ years of experience in complex C++ template-based development such as meta level programming.
• 2+ years’ experience with GPU architecture.
• 2+ years’ experience SYCL / CUDA knowledge.
• 1+ years’ experience with GEMM kernels.

How to stand out from other candidates (Preferred Qualifications):

• AI kernel developments (such as flash attention, MoE),
• Understanding of overall AI SW stack,
• Understanding of PyTorch architecture.

Our total rewards package goes above and beyond just a paycheck. Whether you're looking to build your career, improve your health, or protect your wealth, we offer generous benefits to help you achieve your goals. Go to

Weoffer 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 here: