דרושים » תוכנה » Senior Performance Research and Analysis Engineer

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26/05/2024
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נאספה מאתר אינטרנט
26/06/2024
חברה חסויה
Location: More than one
Job Type: Full Time
We are looking for an experienced HPC Engineer to join the E2E software verification HPC/AI Infrastructure team. we are focused on building supercomputers and HPC clusters based on groundbreaking technologies. We are looking for an outstanding architect for a senior HPC, be a key player to the most exciting computing hardware and software to contribute to the latest breakthroughs in artificial intelligence and GPU computing. Provide insights on at-scale system design and tuning mechanisms for large-scale compute runs. You will work with the latest Accelerated computing and Deep Learning software and hardware platforms, and with many scientific researchers, developers, and customers to craft improved workflows and develop new, leading differentiated solutions. You will interact with HPC, OS, GPU compute, and systems specialist to architect, develop and bring up large scale performance platforms.

What you will be doing:

Design, implement and maintain large scale HPC/AI clusters with monitoring, logging and alerting.

Manage Linux job/workload schedules and orchestration tools.

Develop and maintain continuous integration and delivery pipelines.

Develop tooling to automate deployment and management of large-scale infrastructure environments, to automate operational monitoring and alerting, and to enable self-service consumption of resources.

Deploy monitoring solutions for the servers, network and storage.

Perform troubleshooting bottom up from bare metal, operating system, software stack and application level.

Being a technical resource, develop, re-define and document standard methodologies to share with internal teams.

Support Research & Development activities and engage in POCs/POVs for future improvements.
Requirements:
What we need to see:

A degree in Computer Science, Engineering, or a related field.

5+ years of experience.

Knowledge of HPC and AI solution technologies from CPUs and GPUs to high speed interconnects and supporting software.

Experience with job scheduling workloads and orchestration tools such as Slurm, K8s.

Excellent knowledge of Windows and Linux (Redhat/CentOS and Ubuntu) networking (sockets, firewalld, iptables, wireshark, etc.) and internals, ACLs and OS level security protection and common protocols e.g. TCP, DHCP, DNS, etc.

Experience with multiple storage solutions such as Lustre, GPFS, zfs and xfs. Familiarity with newer and emerging storage technologies.

Python programming and bash scripting experience.

Comfortable with automation and configuration management tools such as Jenkins, Ansible, Puppet/chef.

Deep knowledge of Networking Protocols like InfiniBand, Ethernet.

Deep understanding and experience with virtual systems (for example VMware, Hyper-V, KVM, or Citrix).

Ways to stand out from the crowd:

Familiarity with cloud computing platforms (e.g. AWS, Azure, Google Cloud).

Knowledge of CPU and/or GPU architecture.

Knowledge of Kubernetes, container related microservice technologies.

Experience with GPU-focused hardware/software (DGX, Cuda).

Background with RDMA (InfiniBand or RoCE) fabrics.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
02/07/2024
חברה חסויה
Job Type: Full Time
We have continuously reinvented itself over two decades. Our invention of the GPU in 1999 sparked the growth of the PC gaming market, redefined modern computer graphics, and revolutionized parallel computing. More recently, GPU deep learning ignited modern AI the next era of computing. We are a learning machine that constantly evolves by adapting to new opportunities that are hard to solve, that only we can tackle, and that matter to the world. This is our lifes work, to amplify human imagination and intelligence. Make the choice to join us today!

As a member of the GPU/HPC Infrastructure team, you will provide leadership in the design and implementation of ground breaking GPU compute clusters that run demanding deep learning, high performance computing, and computationally intensive workloads. We seek an expert to identify architectural changes and/or completely new approaches for our GPU Compute Clusters. As an expert, you will help us with the strategic challenges we encounter including: compute, networking, and storage design for large scale, high performance workloads, effective resource utilization in a heterogeneous compute environment, evolving our private/public cloud strategy, capacity modeling, and growth planning across our global computing environment.

What you'll be doing:

Building and improving our ecosystem around GPU-accelerated computing including developing large scale automation solutions.

Maintaining and building deep learning clusters at scale.

Supporting our researchers to run their flows on our clusters including performance analysis and optimizations of deep learning workflows.

Root cause analysis and suggest corrective action for problems large and small scales.

Finding and fixing problems before they occur.
Requirements:
What we need to see:

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

Minimum 5 years of experience designing and operating large scale compute infrastructure.

Experience analyzing and tuning performance for a variety of HPC workloads.

Working knowledge of cluster configuration managements tools such as Ansible, Puppet, Salt.

Experience with HPC cluster job schedulers such as SLURM, LSF.

In depth understating of container technologies like Docker, Singularity, Shifter, Charliecloud.

Proficient in Centos/RHEL and/or Ubuntu Linux distros including Python programming and bash scripting.

Experience with HPC workflows that use MPI.

Ways to stand out from the crowd:

Understanding of MLPerf benchmarking.

Familiarity with InfiniBand with IBOP and RDMA.

Understanding of fast, distributed storage systems like Lustre and GPFS for HPC workloads.

Background with Software Defined Networking and HPC cluster networking.

Familuarity with deep learning frameworks like PyTorch and TensorFlow.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
26/06/2024
Location: More than one
Job Type: Full Time
We are looking for an experienced networking software engineer. An awesome candidate is highly technical who is also comfortable with dealing with enterprise customers. You will join a team of Solution Engineers focused on the Mellanox Networking, DGX Platforms, Container Orchestrators, Deep Learning containers, and other Enterprise related system software.

The Solution Engineers spend approximately 50% of their time helping customers with their most complex problems and 50% of their time doing development related work. This individual should have proven grasp of datacenter and networking technologies, to provide comprehensive solutions for complex installations, maintenance, or operations for a broad scope of leading-edge networking products.

What you will be doing:

Triage customer issues involving DGX clusters, network adapters and DPUs, including both InfiniBand and Ethernet technologies

Take ownership and drive critical customer issues to resolution

Collaborate with engineering to document, recreate and solve issues

Develop features and tools as part of solution engineering efforts to support all Enterprise Service offerings including InfiniBand, Ethernet, and GPU server technologies

Bring independent analysis, communication, and problem-solving to customer experience.
Requirements:
What we need to see:

BSc in Computer Science, Electrical Engineering, Computer Engineering, or related field (or equivalent experience).

8+ years system software development and troubleshooting experience, ideally with some customer facing.

Experience developing with C/C++ in Linux user space and/or embedded software.

Very good familiarity with Linux OS (tools, utilities, kernel functionality).

Very good familiarity with networking protocols (ETH, IP based, L2/3/4 protocols).

Intellectual curiosity, positive attitude, flexibility, analytical ability, self-motivation, and team-oriented.

Professional-level communication skills, interpersonal skills with a passion to solve problems.

​Ways to stand out from the crowd:

InfiniBand, OFED, MOFED, RDMA, ROCE and GPU Technology

Clustering or HPC Data-Center technologies including Upper Layer Protocols (i.e., NCCL, MPI/UCX)

Server related areas such as Virtualization, HW offloads, Network Acceleration libs, Storage, Performance, etc.

Expertise with shell scripting (Python/Bash)
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
02/07/2024
חברה חסויה
Job Type: Full Time
Are you a person who likes to work in a fast paced organization? For two decades, we have pioneered visual computing, the art and science of computer graphics. With our invention of the GPU - the engine of modern visual computing - the field has expanded to encompass personal computer games, movie production, product design, medical diagnosis and scientific research. Today, visual computing is becoming increasingly central to how people harmonize with technology, and there has never been a more exciting time to join our excellent team. We are now passionate about innovation at the intersection of visual processing, high performance computing, and artificial intelligence.

Our data centers, and the thousands of servers installed in them, are the foundation upon which our creative products and services are delivered. Our customer base consists of hundreds of deeply intelligent engineers who continually provide us with complex problems to be solved. We are looking for a highly motivated Data Center Engineer to join our team. Having depth and breadth knowledge of working in data center facilities in a large-scale distributed environment is a strength you'll need. You should have deep knowledge and experience in at least one of the following core areas: Project Management, Hardware Operations, Network Operations or Data Center Operations.

What you'll be doing:

Act as technical liaison for our technical teams.

Project manage highly impactful large and small scale data center and lab projects.

Participate in the installation, monitoring, maintenance, support, and optimization of all production server hardware.

Contribute to the development of the global DC knowledge base.

Lead teams to deploy new data center infrastructure, deliver server upgrades, integration, rebuild and other projects as required.

Build plans to optimize power, cooling and network resources.

Inventing the forecast to efficiently match supply to demand. Predict data center growth and scaling issues before they occur and implement solutions. You will acquire new facilities and optimize existing ones to support the business growth.

You will hunt for and resolve issues as well as analyze data looking for trends and systemic issues. Implement process improvements and develop a cutting edge operational environment.
Requirements:
What we need to see:

8+ years of experience in large-scale data center hardware deployments, building data centers and directly leading data center relocation projects.

Technical certification and/or relevant work experience.

Ability to understand internal customer problem and provide technical solution in timely manner.

Demonstrable ability to prioritize effectively, and experience with technical project management.

Thorough understanding of Data Center infrastructure including power , cooling , structured cabling (copper , fiber).

Demonstrable experience in developing and reviewing MOP and SOPs, to minimize our operating risks.

Strong interpersonal skills and ability to communicate effectively with a diverse group of customers and staff.

Ways to stand out of the crowd:

Deep understanding of data center power and cooling ( liquid ,air etc..) infrastructure, network and cabling infrastructure and root cause analysis skills.

knowledge of programming languages ( Python , SQL, Bash etc..).

Experience with NetBox , monitoring tools , Service Now and Inventory Management tools.

You're a self-starter with an attitude for growth, continuous learning, and constantly looking to improve the team and build strong business relationships.

Attention to detail with superb interpersonal skills and the ability to effectively manage multiple priorities.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
02/07/2024
Location: Tel Aviv-Yafo and Yokne`am
Job Type: Full Time
Do you want to help drive the development of CPU technology for architectures used for artificial intelligence (AI) / deep learning (DL), high-performance computing (HPC), cloud service providers (CSP), gaming, virtual reality, and autonomous vehicles? Are you passionate about the intersection of CPU Architecture algorithms and software engineering solutions, when developing Arch SW tools, analyzing tools and SW infrastructure? Come join the CPU Architecture team and help us push performance boundaries for all our CPU products!

What youll be doing:

Develop benchmarking and performance analysis of complex workloads for various different market segments such as cloud, HPC , Auto, and AI/ML.

Porting and developing benchmarks & workloads to both run on competitive systems as well as our systems.

Collaborate with the CPU and SOC architects to develop or port benchmarks to be used by our internal performance model to help guide future product development.

Study real world use-cases and identify critical application behavior together with other members of our CPU performance team.

Develop and Enable SW simulation modeling features.
Requirements:
What we need to see:

BS/MS in Electrical Engineering, Computer Science, Computer Engineering, or equivalent experience.

6+ years of relevant experience.

Experience with CPU performance modeling and analysis.

Knowledge of performance test development and benchmarking for CPU and SOC.

Ways to stand out from the crowd:

PhD in a relevant CPU microarchitecture area.

Software programming skills in C/C++.

Development on Linux environment.

CPU architecture knowledge.

SOC and System architecture knowledge.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
02/07/2024
Location: Tel Aviv-Yafo and Yokne`am
Job Type: Full Time
We are looking for a hardworking Senior Compute Cluster Deployment Engineer to join our Professional Services team.

You'll join a small team working around the globe to build some of the most cutting-edge Datacenters in the world. This role will focus on working to deploy server and compute clusters built with brand new GPU platforms responsible for AI and Machine Learning. You'll be working with some of the world's largest and most sophisticated customers and supercomputers. You'll work alongside our Infiniband and Ethernet network engineers to deploy a complete solution for customers looking to adopt our solutions into their business.

Opportunities for global travel and learning about the newest GPU-related technologies are plentiful as we seek to build, shape and expand this new aspect of our business.

What you will be doing:

Primary responsibilities will include managing and maintaining AI/HPC infrastructure in Linux-based environments for new and existing customers.

Support operational and reliability aspects of large scale AI clusters with focus on performance at scale, real time monitoring, logging and alerting.

Engage in and improve the whole lifecycle of servicesfrom inception and design through deployment, operation and refinement.

Maintain services once they are live by measuring and monitoring availability, latency and overall system health.

Provide feedback into internal teams such as opening bugs, documenting workarounds, and suggesting improvements.

Be part of an on call rotation to support production systems.
Requirements:
What we need to see:

5+ years providing in-depth support and deployment services, solving problems for hardware and software products.

Knowledge and experience with Linux System Administration, process management, package management, task scheduling, kernel management, boot procedures/troubleshooting, performance reporting/optimization/logging, network-routing/advanced networking (tuning and monitoring).

Cluster management technologies, EX: Bright Cluster Manager

Scripting proficiency.

Good social skills with the ability to maintain and deliver resolutions for customer blocking issues as they arise.

Superb communication and presentation/oral skills.

Excellent verbal and written English skills.

Strong organizational skills and ability to prioritize/multi-task easily with limited supervision.

Candidates should have a minimum of a four-year degree from an accredited university or college in Computer Science, or Electrical or Computer Engineering.

Industry-standard Linux certifications.

Ways to stand out of a crowd:

InfiniBand experience.

Experience with GPU focused hardware/software.

Experience with MPI.

Automation tooling background (Ansible, Salt, Puppet etc.).

Ethernet and Storage technologies.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
02/07/2024
חברה חסויה
Location: Yokne`am
Job Type: Full Time
We are looking for a Senior Software Engineer. You will work with highly experienced engineers to provide the world's outstanding SmartNIC products for cloud-computing, research, medical, automotive, finance, weather, telco, and more.

What you'll be doing:

You will architect, design, and develop the next-generation technology in network acceleration, as well as work with best-in-class technical leaders in this domain.

Engage with customers and architects to understand the requirements and derive the software design accordingly.

Collaborate with other engineering teams that develop the upper layers applications like virtual switches (OVS, VPP, and etc.) and lower layers like driver, kernel, FW, and HW.
Requirements:
What we need to see:

B.Sc. (or equivalent experience) in computer science/software engineering.

5+ years confirmed experience of Programming C/C++.

7+ years confirmed experience in Linux environment and tools.

Deep experience with Networking Protocols mainly Ethernet, and security protocols.

Experience with virtualization technologies.

Strong analytical, debugging, and problem-solving skills.

Deep knowledge of computer architecture and operating systems.

Experience in performance optimizations.


Ways to stand out from the crowd:

Knowledge and experience in DPDK.

Knowledge and experience with designing SDKs.

Open Source Software Contributor to relevant projects (OvS, DPDK, Linux Kernel..).

A positive demeanor, a growth mindset, and excellent interactions with colleagues.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
30/06/2024
חברה חסויה
Location: More than one
Job Type: Full Time
Are you ready to help build next generation solutions for High-Performance Web Servers and Proxy Servers, Content Delivery Networks, Financial Service market's High-Frequency Trading (HFT) platforms, High-Performance Disaggregated Storage?

We are looking for an Excellent Senior Software Engineer to develop cutting edge networking acceleration solutions for variety of markets.

Development is done in an exciting and Agile environment on a widely deployed products that need constant improvements.

What youll be doing:

Design and develop high performance networking solutions based on our outstanding ConnectX and Bluefield networking cards hardware.

Work in a startup mode/group developing cutting edge networking solutions.

Development of the entire solutions stack, from application level to networking card hardware access.

Development of kernel bypassing user space TCP/IP stack on top of our outstanding networking card hardware.

Invent and implement creative ways to improve performance and scalability.

Large scale and high quality deliveries.

Work closely with customers and partners.

Collaborate with multiple teams in our multi-functional environment on developing new features/improvements.

Aim for high quality thinking and constant improvement.
Requirements:
What we need to see:

B.Sc. or M.Sc. in Computer Science or Electrical Engineering or equivalent experience.

5+ years of experience in each of the following areas: Software development in C/C++, Networking protocols, Linux environment.

Strong design, coding, analytical, debugging and problem-solving skills.

Ability to quickly adapt to new technology and go deep into new areas.

Independence and agility.

Good social and interpersonal skills.

Ways to stand out from the crowd:

Experience with low latency acceleration and performance improvement.

Experience with Linux user space/driver/kernel development.

Deep knowledge and understanding of TCP/IP stack.

Good view of system architecture and performance.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
26/06/2024
Location: Yokne`am
Job Type: Full Time
Our networking product engineering team is looking for a test development engineer. The position combines an understanding of HW and SW to provide stable, efficient, smoothly running production tests, to enable high availability, while ensuring the quality of the products being shipped to customers.

What youll be doing:

Design and develop automated tests for networking Switches while working closely with the HW, ASIC, and SW Engineering teams to achieve a reliable test with high coverage.

Exposed to various aspects of design, DFT, and test of our next-generation network products.

Take a significant part in the definition and development of tests from the development level to the final test of Network-Systems.

Working with overseas manufacturing teams to increase yields, test coverage, and capacity, and reduce production costs.
Requirements:
What we need to see:

Bachelor's degree in Computer Science, Electrical Engineering or a related field.

5+ years related experience in software development.

Programming experience in one or more programming languages: Perl, Python, C++.

Familiarization with UNIX/Linux OS operating systems.

Background with the lab environment and tools such as oscilloscopes, multimeters, signal generators.


Ways to stand out from the crowd:

Excellent programming, debugging, performance analysis, and test design skills.

A highly motivated teammate who always stay up-to-date with new technologies and test methodologies.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
30/06/2024
חברה חסויה
Location: Yokne`am and Tel Hai
Job Type: Full Time
We are seeking a Software Engineer to join the company`s DOCA SDK Verification team. The company`s 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.

4+ years of professional experience in verification/ automation, designing and implementing infrastructures for verification systems.

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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עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
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