דרושים » הנדסה » Senior Performance Research and Analysis Engineer

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נאספה מאתר אינטרנט
26/05/2024
Location: Yokne`am
Job Type: Full Time
We are looking for a talented Performance Research Engineer to join our Performance group.

The ideal candidate will profile and analyze AI workloads on large GPUs and CPUs scale clusters for distributed Deep Learning LLM training focusing at the collectives communication and networking.

You will work and interact with many types of HW and platforms such as HCAs, Switches, CPUs, GPUs, and Systems.

You will experience with and develop performance analysis tools and methodologies to dive deeply into the details, understand performance expectation, limitations, and bottlenecks.

What you'll be doing:

Experience and research AI workloads and DL models specifically tailored for large-scale deep learning LLM training on our supercomputers with a focus on High-performance networking.

Benchmarking, Profiling, and Analyzing the performance to find bottlenecks and identify areas of improvement and optimizations, with a strong emphasis on networking aspects.

Implement performance analysis tools.

Collaborating with many teams from HW to SW to provide performance analysis insights.

Define performance test planning , set performance expectations for new technologies and solutions, and work to reach the performance targets limits.
Requirements:
What we need to see:

B.Sc in Computer Science or Software Engineering.

5+ years of experience with high-performance Networking (RDMA, MPI).

Demonstrated Performance Analysis skills and methodologies.

Experience with our GPUs, CUDA library, deep learning frameworks like TensorFlow or PyTorch, combined with expertise in networking collective communication libraries (such as NCCL) and protocols (such as RoCE and RDMA).

Fast and self-learning capabilities with strong analytical and problem-solving skills.

Programming Languages: Python, Bash and C languages

Experience with Linux OS distros.

Team player with good communication and interpersonal skills.

Ways to stand out from the crowd:

In-depth knowledge and experience with AI workloads and benchmarking for distributed LLM training.

Knowledge in CUDA, and NCCL libraries.

Knowledge in Congestion Control algorithms.

In-depth System knowledge and understanding (Intel / AMD / ARM CPUs, our GPUs, HCA, Memory, PCI).

Strong Performance Analysis skills and methodologies using modern tools.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
11/06/2024
Location: Yokne`am
Job Type: Full Time
We are looking for a talented Senior HPC and AI Networking Performance Research and Analysis Engineer to join our Performance group.

The ideal candidate will profile and analyze AI workloads on large GPUs and CPUs scale clusters for distributed Deep Learning LLM training focusing at the collectives communication and networking.

You will work and interact with many types of HW and platforms such as HCAs, Switches, CPUs, GPUs, and Systems.

You will experience with and develop performance analysis tools and methodologies to dive deeply into the details, understand performance expectation, limitations, and bottlenecks.

What you'll be doing:

Experience and research AI workloads and DL models specifically tailored for large-scale deep learning LLM training on our supercomputers with a focus on High-performance networking.

Benchmarking, Profiling, and Analyzing the performance to find bottlenecks and identify areas of improvement and optimizations, with a strong emphasis on networking aspects.

Implement performance analysis tools.

Collaborating with many teams from HW to SW to provide performance analysis insights.

Define performance test planning , set performance expectations for new technologies and solutions, and work to reach the performance targets limits.
Requirements:
What we need to see:

B.Sc in Computer Science or Software Engineering.

5+ years of experience with high-performance Networking (RDMA, MPI).

Demonstrated Performance Analysis skills and methodologies.

Experience with our GPUs, CUDA library, deep learning frameworks like TensorFlow or PyTorch, combined with expertise in networking collective communication libraries (such as NCCL) and protocols (such as RoCE and RDMA).

Fast and self-learning capabilities with strong analytical and problem-solving skills.

Programming Languages: Python, Bash and C languages.

Experience with Linux OS distros.

Team player with good communication and interpersonal skills.

Ways to stand out from the crowd:

In-depth knowledge and experience with AI workloads and benchmarking for distributed LLM training.

Knowledge in CUDA, and NCCL libraries.

Knowledge in Congestion Control algorithms.

In-depth System knowledge and understanding (Intel / AMD / ARM CPUs, our GPUs, HCA, Memory, PCI).

Strong Performance Analysis skills and methodologies using modern tools.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
22/05/2024
חברה חסויה
Location: Tel Aviv-Yafo and Yokne`am
Job Type: Full Time
We are looking to hire a deeply technical, creative, and hands-on advanced-development researcher to prototype and evaluate novel networking technologies for our Ethernet datacenter solutions, focusing on distributed AI training, High-Performance Computing, Cloud, Storage, network programmability, end-to-end network software stacks, and SDN. We are a world leader in high-performance computing technology, AI, and networking with ambitious plans for future systems. This position offers the opportunity to have a real impact in a research-focused team in a dynamic company. The networking advanced-development group is chartered to research and incubate new technologies that will re-define the future data centers and supercomputer performance and functionality. Advanced development software researchers represent us in open-source projects, conferences, and standard bodies.

What you'll be doing:

Developing proof-of-concept implementations of new technologies, and thereafter guiding their incorporation in company products.

Evaluation and analyzing new technologies at scale.

Optimizing collective communications and distributed AI training, and HPC communications. Improving performance on our supercomputers, researching distributed solutions for next-gen data centers networking.

Software development and architecture, ranging from application behavioral analysis and algorithms, network simulations, middleware, and API design, down to implementing OS subsystems, device drivers, FW, and HW modeling.

Customer engagements, academic research collaborations, publishing white papers, blogs, RFCs, and conference lectures/BOFs.
Requirements:
What we need to see:

BSc/MSc/PhDs in Computer science or Electrical Engineering, or equivalent experience.

5+ years of relevant practical experience.

Experienced in Hardware/Software/Firmware integrations.

Able to work independently.

Clear verbal and written communication with the proven ability to build consensus within a large organization.

Ways to stand out from the crowd:

Experience with distributed AI training frameworks, or collective communication libraries.

Practice with innovative network projects and collaborations like SONiC/SAI, P4.

Experience with Ethernet/IP technologies in the data center or edge.

Demonstrated ability to innovate and lead new technologies leading to product impact.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
27/05/2024
Location: More than one
Job Type: Full Time
We are spearheading the AI revolution and the creation of state-of-the-art accelerated compute platforms for global utilization. Our Network Modeling and Performance Insights group is seeking a skilled and driven Software Backend Team Lead for the backend design and infrastructure of our simulation and related services. As the infrastructure team lead, You will lead a lean and effective team developing, optimizing, and maintaining our network simulator, enabling the analysis and optimization of AI and High-Performance Computing workloads. You will lead the design of new services backend, empowering our networking insights. You will be responsible for integrating our services with external stakeholders, gathering their requirements, and managing technical relationships. If you thrive on unraveling intricate challenges and steering comprehensive software solutions, we want to hear from you.

What you'll be doing:

Collaborate to optimize the runtime and memory performance of our networking simulation infrastructure. This includes identifying bottlenecks and exploring innovative ideas to improve the simulator performance, to meet growing scale requirments.

Develop and implement algorithms including parallel schemes and including new types of simulations.

Ensure that our services remains robust and reliable under various conditions, and provide good user expiriance.

Integrate the network simulator with various company`s products and tools.

Understand the requirement of the different users of our tools and design micro-service architecture systems to meet their use-cases.
Requirements:
What we need to see:

BSc, MSc or PhD in Computer Science (preferably), Computer Engineering, or a related field equivalent experience.

7+ years of overall relevant practical experience.

3+ years of team leadership or management experience.

Proficiency in C++ and optimization thechinques of C++ code.

Strong computer science fundamentals.

Strong software development skills.

Experience in designing microservice architectures to accommodate varied user needs.

Familiarity with cloud computing and parallelization of computational workloads.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
11/06/2024
Location: Yokne`am
Job Type: Full Time
We are looking for a Test Development Engineer to join our team. This role will work as part of a team driven by the development of our networking and interconnect products. Do you have a passion for automation development, test program development, code writing and looking for sophisticated and significant topics? We will be happy to have your skills on the team. You will handle various projects across teams, build test plans, automate test specification and execution. You will continuously innovate and develop scalable, reliable, high-performance systems and tools to enable the next generation of Interconnect products.

What Youll Be Doing:

Will work on projects across multiple functional teams from different geographies throughout the product lifecycle.

Develop test plans, execute testing via automation and/or manually for all supported hardware releases.

Work with cross-functional teams across engineering, thermal, mechanical and HW to identify test requirements.

Develop automation and tools for our hardware releases and test environment.

Debug of HW & SW failures in interconnect product, Isolate the problem and get to the root cause.

Design and build technical processes to address business issues.

Deploy the test solution to the production sites and provide support if needed.

Train personnel on the required processes and operations of complex test systems.
Requirements:
What We Need To See:

A master's or bachelors degree or equivalent experience in computer science, electrical engineering, computer engineering or have a technical degree with 3+ years of proven experience.

Programming experience in one or more programming languages: Python, Java, C#, C ++ strongly desired.

Strong problem solving, quantitative and analytical abilities.

Ability to work independently and leading projects, highly motivated

Proficient in English, both written and spoken.

Excellent communication and presentation abilities.

Ways To Stand Out From The Crowd:

Experience with test/validate large scale distributed systems with different components.

Experience in usage of standard electrical test equipment which could include: oscilloscopes, spectrum analyzers and signal generators.

Hands-on with electronic platforms including micro-controllers, DSP, with embedded firmware.

Proficiency with other programming languages and domains such as C/C++,C#, Linux, etc.

In-depth software development or electronics experience with proven work in writing verification code.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
11/06/2024
חברה חסויה
Location: Yokne`am and Tel Hai
Job Type: Full Time
We are seeking a Software Engineer to join the our DOCA SDK Verification team. The DOCA SDK empowers developers to swiftly build applications and services on our BlueField data processing units (DPUs) through industry-standard APIs. By utilizing DOCA, developers can achieve exceptional networking, security, and storage performance, tapping into the capabilities of our DPUs. Join our team and be part of the innovation at the forefront of data processing technology.

What you'll be doing:

Contribute to the creation and implementation of verification tests to assess the functionality of customer features.

Improve the functionality and performance of verification environments by incorporating advanced features using Python.

Identify and document various coverage measurements and corner cases.

Collaborate with design engineers to debug tests, ensuring the delivery of high-quality functionality.

Analyze coverage measures to pinpoint verification gaps and demonstrate progress in product development and releases.
Requirements:
What we need to see:

B.Sc. degree or equivalent experience in Software Engineering, Computer Science, or a related field.

Proficiency in Python/C/C++/Java with hands-on experience.

2+ years of hands-on experience in relevant roles.

Familiarity with Operating System concepts such as memory management, user-space vs kernel space, mutual exclusion, multi-threading, and expertise with various Linux distributions.

Strong problem-solving skills and the ability to navigate intricate technical challenges.

Knowledge and practical application of software design and architecture principles.

Excellent communication and collaboration skills.

Demonstrates creativity, motivation, and a results-driven approach to work.

Ways to stand out from a crowd:

Showcase advanced expertise in the Python programming language, positioning yourself as an expert.

Highlight leadership skills by exhibiting ownership of feature development, successfully managing tasks from inception to completion with minimal supervision.

Stand out with comprehensive knowledge of DevOps practices, particularly in Continuous Integration and Continuous Deployment (CI&CD).

Differentiate yourself with practical experience in virtualization, virtual machines (VMs), Kubernetes, and related technologies
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
27/05/2024
חברה חסויה
Location: Yokne`am
Job Type: Full Time
We are looking for a talented Firmware Engineer to join our Network adapter Firmware team, located in Yokne'am.

The Firmware team develops cutting edge networking features for cloud, HPC and storage. We drive the data growth of the worlds biggest companies. With talented engineers around the globe, the work environment is dynamic, meaningful and fast paced.

What you will be doing:

Work closely with the architecture and different software design teams.

Implement new features in the core of our NIC firmware.

Implement verifiers for advanced features in our advanced random Firmware testing environment.

Gain a deep understanding of system debug, networking technology and stacks, as well as the HW/FW/SW relationship.

You will learn how a big software project is operated, maintained, qualified and released, and how Hardware and Firmware are developed.
Requirements:
What we need to see:

B.Sc. in Computer Science/Engineering or equivalent experience.

2+ years of development experience.

Strong C/C++ capabilities.

Understanding of data structures and algorithms fundamentals.

Scripting abilities (Python, Bash) - Advantage

Strong analytical, debugging and problem solving skills.

Motivated and independent with strong interpersonal skills.

Ways to stand out from the crowd:

Knowledge of network protocols.

Prior verification experience.

Real time programming.

Knowledge in storage protocols.

Experience with Agile methods.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
22/05/2024
Location: Yokne`am
Job Type: Full Time
We are looking for a brilliant Software Engineer in the System Production Engineering group. You will be part of a team that shapes the next generation of system production solutions for NICs, Smart NICs/DPUs and Network Switches. You will be working close with team engineers, hardware architects, software architects, R&D teams, and external parties such as production lines. You will lead the development of our products' customer customization and raise the bar of the software development quality in the group. We have crafted a team of extraordinary people, whose mission is to push the frontiers of what is possible today and define the platform of tomorrow.

What you will be doing:
Develop test automation for our networking products, which requires an understanding of HW and SW to provide stable, efficient and robust production tests, to enable high availability, while ensuring the quality of the products being shipped to customers.
Utilize test suites to find, debug and resolve problems with production process.
Work in multi discipline environment to provide robust solutions and drive defects to resolution.
Generate statistics about code quality, complexity, and coverage.
Requirements:
What we need to see:
BA/BSc degree in Computer Science, Computer Engineering or Electrical Engineering (or related/equivalent degree).
5+ years of work experience in a software development and proven programming experience in Python.
Proficient in Windows and Linux operating systems.
Ability to drive projects to full execution in time and working under pressure of schedule and multi project environment.
Team player, highly motivated always stay up-to-date with new technologies and test methodologies.
Excellent verbal and written communication, both in Hebrew and English.

Ways to stand out from the crowd:
Experience with Software/Hardware products integration and HW lab measurement equipment.
Familiarity with product manufacturing flows and processes.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
21/05/2024
Location: Tel Aviv-Yafo and Yokne`am
Job Type: Full Time
We are seeking a Sr. Mgr in Israel for our Enterprise Networking team organization within the IT. Infrastructure organization. In this role, you will be responsible for building, designing and supporting our global networks, ensuring reliability, scalability and efficiency goals are defined and met. You will be leading a team of passionate network engineers to bring in a data driven approach to operations, with focus on observability, well defined success metrics, and making continuous improvements. The successful candidate would be able to leverage their network architecture and design skills along with an execution mindset to facilitate effective translation of strategic plans to incremental delivery of impact to the business. Structured thinking and problem-solving skills, along with exceptional communication abilities will be crucial for success in this role as you build strong teams that partner with engineering and operations teams across our company.

What you will be doing:

Your main focus will be building and deploying networks to rebuild our current IL networks and also scale it for the exponential growth we are going through.

Your focus will also be maturing the current support model and processes to a more data driven, automated, SRE model. Our users will be your primary focus and enabling them!

Build an in-house team of experts for networking with both design and architecture skills and also support and operations from the existing outsourced SMES , providing leadership, direction, and strategy for a growing team.

Set the technical vision, strategy, and roadmap for network operations in partnership with the key infrastructure and partner teams.

Work across Network Architecture, Network engineering and partner well to establish run books, regular training sessions and ensure we build the network to be self-healing.

Work very well in understanding RCAs from events and incidents and work with our AI operations to enrich our observability tooling for better full stack view of the network to applications.

Influence the architecture of the company`s networks both on-prem and in the clouds.
Requirements:
What we need to see:

Bachelors degree in Computer Science, related technical field, or equivalent experience.

10+ overall years of experience with system design, network architecture, network engineering, and network operations and 6+ years Leadership experience.

Experience building and growing teams that are geographically distributed, appreciate local operations and bring in a global perspective, following standards.

Ability to do technical deep-dives into code, networking, operating systems and storage, and verbally and cognitively agile enough to hold your own in a strategy discussion with our executive team and peer SMEs.

Ability to identify trends and promote solutions that solve challenges efficiently across multiple product areas.

Excellent innovative thinking, collaboration, and problem-solving skills.

Ways to stand out from the crowd:

Experience transforming network operations using software driven methods.

Background in a Hyperscale Cloud Service Provider (public facing or not).

Knowledge of SRE principles (observability, SLOs, SLIs, logging, etc).

Knowledge of software interface design & documentation for less technical end-users.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
27/05/2024
Job Type: Full Time
We are seeking a network security researcher that is interested in a chance to define, research, and implement novel trusted routing protocols. The position will take on a lead role, working with diverse teams across our and with external partners to research security requirements for next-generation secure networking.

What you'll be doing:

Lead, research, design, develop and implement solutions for next-generation secure networks.

Apply innovative security primitives to enable next generation secure platforms.

Collaborate across external and internal hardware and software research teams.

Architectural modelling, validation, microarchitectural definition, following standards bodies, and developing proof-of-concepts secure platforms.

Extending networking protocol to support next generation secure networking platforms integrity and attestability.
Requirements:
What we need to see:

MSc or PhD in Electrical Engineering, Computer Science or Computer Engineering or equivalent experience.

5+ years of relevant experience.

Computing platform security, threat models and mitigation techniques.

Strong background in network security and attestation protocols.

Performance evaluation of secure systems.

Programming and debugging fundamentals across languages such as: Python, C/C++.

The ability to work in a dynamic collaboration-oriented team is required and strong communication skills and a real passion for working as a team are essential.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
11/06/2024
Location: Yokne`am
Job Type: Full Time
We are at the forefront of technology transformation and there is an exponential lab support demand. We are growing in the DOCA team to provide a more robust and deeper hands-on support for our labs. In this position you will provide daily operation support to our R&D engineering activities in the lab.

What you'll be doing:

Provide lab support in the region.

Perform as front-line lab liaison/ambassador with our internal DOCA developers.

Solicit lab demand and translate into professional concrete scope of work or the greater IT/Lab/Devops teams in our company.

Document and supervise all assets and solution design.

Develop and maintain work processes and procedures for lab support including asset management, improving utilization and more.

Support and expand lab monitoring applications, with a solid focus on CI/CD automation.

Work closely with DevOps teams for collaborative enhancements in HW and SW tools.

Physical racking and stacking of assets in the relevant region.

Analyze and resolve critical engineering issues, often under tight timeframe pressures; Off hours and on-call hours are to be encouraged.
Requirements:
What we need to see:
Bachelor's/Masters degree in computer science or computer engineering or equivalent experience.

2+ years work experience as an IT, Lab Operator or DevOps Engineer in a global software development organization.

Scripting skills, excellent problem-solving and critical thinking abilities.

Good knowledge of Linux, bash, IT troubleshooting, Hardware and Software installations.

Ability to self-manage, lead technically, be proactive, and communicate effectively.

Ways to stand out from the crowd:

Experience with lab tools and automation techniques.

Meticulous in detail and strong in documentation, asset tracking, project management, and procedures workflow.

Experience in Networking and DevOps.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7755378
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