דרושים Ai Software Evangelist ב-אינטל ב-ארהב

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:

Key Responsibilities:

• Design and Development: Develop, test, and maintain factory automation systems, including manufacturing execution systems (MES), production activity control (PAC), and scheduling algorithms.

• Optimization and Integration: Analyze, prototype, and enhance automation solutions that improve factory performance, output, and cycle time while meeting environmental constraints.

• Collaboration and Innovation: Partner with cross-functional teams (automation engineers, manufacturing planners, industrial engineers) to create and implement data-driven solutions using advanced technologies such as machine learning, statistical analysis, and optimization algorithms.

• Documentation and Support: Provide input to technical documentation, create product manuals, and support post-deployment systems to ensure optimal performance and scalability. Adapt and prioritize work based on the changing business needs. The candidate should also exhibit the following behavioral traits and/or skills:

• Problem-solving: Strong analytical skills to address complex manufacturing challenges and develop innovative solutions.

• Collaboration: Excellent teamwork and communication abilities to collaborate with engineers and stakeholders.

• Adaptability: Comfortable working in ambiguous environments and self-motivated to drive solutions.

• Attention to Detail: Strong organizational skills to manage multiple projects and ensure accurate execution. Willingness to quickly learn and master various facets of Intel's business to deliver value-driven solutions.

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.

Minimum Qualifications:

• US Citizenship required.

• Ability to obtain and maintain a US Government Security Clearance.

• Bachelor's degree in computer science, Computer Engineering, or a related field or Master's or PhD degree in Computer Science, Computer Engineering, or a STEM related field and 3+ years relevant experience.

• 3+ years of experience in software development, design, and testing, with a focus on factory automation or similar mission-critical systems (such as web service development, cloud application development).

• 3+ years' experience in C# and .NET.

• 3+Experience with at least two of the following: RDBMS Systems (Oracle, MS-SQL, Postgres etc.)

Preferred Qualifications:

• Master's or PhD degree in computer science, computer engineering, or a related field and 5+ years' experience.

• Active US Government Security Clearance,
  with a minimum of Secret level.

• Experience semiconductor manufacturing processes, factory automation, manufacturing execution planning, production control, and dispatching systems.

• Experience with Agile methodologies and automated testing and deployment processes.

• Experience with Python (Pandas, NumPy, SciPy) and graphical user interface (GUI) development, particularly using Applied Materials' Advanced Productivity Family (APF and FAB300).

• Experience with machine learning, data mining, and advanced optimization tools like CPLEX Optimization Studio.

• Python programming skills Troubleshooting and debugging skills in production environments.

• Software/Systems Development Life Cycle (SDLC)DevOps Practices System architecture definition and documentation

• Experience with systems engineering (e.g., Windows, SAN, Firewalls, WAN, BCP, Databases).

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:

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:

Key Responsibilities:

• Design and Development: Develop, test, and maintain factory automation systems, including manufacturing execution systems (MES), production activity control (PAC), and scheduling algorithms.

• Optimization and Integration: Analyze, prototype, and enhance automation solutions that improve factory performance, output, and cycle time while meeting environmental constraints.

• Collaboration and Innovation: Partner with cross-functional teams (automation engineers, manufacturing planners, industrial engineers) to create and implement data-driven solutions using advanced technologies such as machine learning, statistical analysis, and optimization algorithms.

• Documentation and Support: Provide input to technical documentation, create product manuals, and support post-deployment systems to ensure optimal performance and scalability. Adapt and prioritize work based on the changing business needs. The candidate should also exhibit the following behavioral traits and/or skills:

• Problem-solving: Strong analytical skills to address complex manufacturing challenges and develop innovative solutions.

• Collaboration: Excellent teamwork and communication abilities to collaborate with engineers and stakeholders.

• Adaptability: Comfortable working in ambiguous environments and self-motivated to drive solutions.

• Attention to Detail: Strong organizational skills to manage multiple projects and ensure accurate execution. Willingness to quickly learn and master various facets of Intel's business to deliver value-driven solutions.

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.

Minimum Qualifications:

• US Citizenship required.

• Ability to obtain and maintain a US Government Security Clearance.

• Bachelor's degree in computer science, Computer Engineering, or a related field or Master's or PhD degree in Computer Science, Computer Engineering, or a related STEM field and 3+ years relevant experience.

• 3+ years of experience in software development, design, and testing, with a focus on factory automation or similar mission-critical systems (such as web service development, cloud application development).

• 3+ years' experience in C# and .NET.

• 3+Experience with at least two of the following: RDBMS Systems (Oracle, MS-SQL, Postgres etc.)

Preferred Qualifications:

• Master's or PhD degree in computer science, computer engineering, or a related field and 5+ years' experience.

• Active US Government Security Clearance.

• Experience semiconductor manufacturing processes, factory automation, manufacturing execution planning, production control, and dispatching systems.

• Experience with Agile methodologies and automated testing and deployment processes.

• Experience with Python (Pandas, NumPy, SciPy) and graphical user interface (GUI) development, particularly using Applied Materials' Advanced Productivity Family (APF and FAB300).

• Experience with machine learning, data mining, and advanced optimization tools like CPLEX Optimization Studio.

• Python programming skills.

• Troubleshooting and debugging skills in production environments.

• Experience with at least two of the following: RDBMS Systems (Oracle, MS-SQL, Postgres etc.)

• Software/Systems Development Life Cycle (SDLC)DevOps Practices System architecture definition and documentation.

• Experience with systems engineering (e.g., Windows, SAN, Firewalls, WAN, BCP, Databases).

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:

You Are

Responsibilities may include but are not limited to:

• Sets the strategic and technical design of AI frameworks, protocols,algorithms/topologies,and optimizations.

• Makes high level design choices focused on manageability, scalability, usability, resiliency, availability, security, and/or safety for the software structure, protocols, and algorithms.

• Determines coding, development tools, validation, and standards compliance requirements.

• Collaborates with management, product owners, and project managers to evaluate feasibility of requirements and determine priorities for development.

• Performs pathfinding, surveys technologies, participates in standards committees, and presents at external and internal events.

• May interact with multiple technologists in the company to influence architectures and optimize/customize software offerings.

• Prior experience in architecture definition and/or mentoring junior engineers is highly desirable.

You must possess the minimum education requirements and minimum required qualifications to be initially considered for this position. Additional preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates. Qualifications could be obtained through a combination of schoolwork, classes, research, and/or relevant previous job and/or internship experiences.

Minimum Qualifications

• The candidate must have a Bachelor's Degree in Electrical Engineering, Computer Engineering, or Computer Science or related engineering field with 4+ years of relevant experience Master’s Degree in Electrical Engineering, Computer Engineering, or Computer Science or related engineering field with 3+ years of relevant experience -OR- PhD in Electrical Engineering, Computer Engineering/Computer Science or related engineering field

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

  • Computer Architecture

  • Hardware Modeling and Design

  • Artificial Intelligence

Preferred Qualifications

• Experience in Software Engineering

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:

You will be responsible for, but not limited to:

• Understanding of Intel Xeon and AI products and how they address key needs in the datacenter and AI industry.
• Has good understanding of the technical concepts, architecture, systems, development methods associated with the data center and AI platforms.
• Good understanding of Pre-Silicon technology like System simulation, Virtual Prototype, FPGA, Emulation and hybrid technologies.
• Partners with Design team,

Behavioral traits that we are looking for:

• Must be resourceful and be comfortable and adaptable working in fast-paced environment with tight deadlines.
• Strong self-initiative and persistence, comfortable driving clarity in key areas with high degrees of ambiguity.
• Detail orientated to gather, analyze and interpret data to drive strategy and decisions.
• Is the key interface with stakeholders and leadership internally and externally.
• Strong stakeholder management is must. Is willing to manage complex and diverse stakeholders across geos to deliver products.
• Proven strong structured technical problem-solving skills along with knowledge and experience in agile methodologies.
• Strong communication skills, organizational influence, stakeholder management skills and passion for solving problems for customers.

You must possess the minimum education requirements and minimum required qualifications to be initially considered for this position. Relevant experience can be obtained through schoolwork, classes, project work, internships, and/or military experience. Additional preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying topcandidates.

Minimum Qualifications

• Bachelor's degree in Computer Science, Computer/Electrical Engineering, or in a STEM related field of study.
• 3+ years of experience in system software development with C, C++ or System C, DML (device modeling language) , and python.
• 3+ years of experience architecting, designing and implementing complex software projects.
• Experience of the data center, AI product architecture, and systems simulation.
• Experience with IA Architecture, leading BIOS, OS integration and bring-up on pre-Silicon platforms including Simics, Emulation, FPGA, hybrid platforms.

Preferred Qualifications:

• Post Graduate degree in Computer Science, Computer/Electrical Engineering, or in a STEM related field of study.
• Experience with one of the domains(s) including Reliability, Availability, and Serviceability (RAS), Power Management, CXL, Memory Reference Code (MRC), Memory controller is a plus.

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:

You will be responsible for, but not limited to:

• Understanding of Intel Xeon and AI products and how they address key needs in the datacenter and AI industry.
• Has good understanding of the technical concepts, architecture, systems, development methods associated with the data center and AI platforms.
• Good understanding of Pre-Silicon technology like System simulation, Virtual Prototype, FPGA, Emulation and hybrid technologies.
• Partners with Design team,

Behavioral traits that we are looking for:

• Must be resourceful and be comfortable and adaptable working in fast-paced environment with tight deadlines.
• Strong self-initiative and persistence, comfortable driving clarity in key areas with high degrees of ambiguity.
• Detail orientated to gather, analyze and interpret data to drive strategy and decisions.
• Is the key interface with stakeholders and leadership internally and externally.
• Strong stakeholder management is must. Is willing to manage complex and diverse stakeholders across geos to deliver products.
• Proven strong structured technical problem-solving skills along with knowledge and experience in agile methodologies.
• Strong communication skills, organizational influence, stakeholder management skills and passion for solving problems for customers.

You must possess the minimum education requirements and minimum required qualifications to be initially considered for this position. Relevant experience can be obtained through schoolwork, classes, project work, internships, and/or military experience. Additional preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying topcandidates.

Minimum Qualifications

• Bachelor's degree in Computer Science, Computer/Electrical Engineering, or in a STEM related field of study.
• 3+ years of experience in system software development with C, C++ or System C, DML (device modeling language) , and python.
• 3+ years of experience architecting, designing and implementing complex software projects.
• Experience of the data center, AI product architecture, and systems simulation.
• Experience with IA Architecture, leading BIOS, OS integration and bring-up on pre-Silicon platforms including Simics, Emulation, FPGA, hybrid platforms.

Preferred Qualifications:

• Post Graduate degree in Computer Science, Computer/Electrical Engineering, or in a STEM related field of study.
• Experience with one of the domains(s) including Reliability, Availability, and Serviceability (RAS), Power Management, CXL, Memory Reference Code (MRC), Memory controller is a plus.

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: