דרושים » תוכנה » Research Intern: Next-generation Computer Architecture for Racks and SuperPods

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לפני 6 שעות
Location: Hod Hasharon
Job Type: Full Time
Required Research Intern: Next-generation Computer Architecture for Racks and SuperPods
Responsibilities:
The research focuses on designing next-generation rack and SuperPod architectures that combine elasticity through resource pooling with optimal performance enabled by holistic co-design across applications, parallel programming models, interconnect fabrics, and compute, memory, and switch chip architectures. On the communication side, the work architects scalable, high-bandwidth, and low-latency scale-up fabrics across multiple chips at rack and SuperPod scale. On the memory side, it explores richer protocol semantics beyond traditional load/store operations to reduce unnecessary data movement and rethinks memory hierarchies to expose large-scale capacity with near-local latency. On the compute side, it analyzes the requirements of General Compute and Generative AI workloads and their parallel programming models to fully leverage large-scale system resources.
Investigate and prototype new architectural features, including but not limited to:
o Tiered Memory: Explore advanced memory organizations, including hardware-managed caching, to enable software-transparent, fine-grained promotion and demotion of cache lines across the memory hierarchy.
o Prefetching/Speculation: Evaluate and design existing and next-generation hardware prefetching and speculation mechanisms to effectively hide local and remote memory latencies at rack and SuperPod scale.
o Near-Memory/Network Processing: Develop support for key primitives executed at the memory and network layers to minimize unnecessary data movement across sparse, dense, and pointer-based data structures.
o Workload-Centric Co-Design: Study optimal parallelization strategies at rack and SuperPod scale for both General Compute and Generative AI workloads, and design dedicated hardware support for widely used parallel programming primitives such as RPCs and collective communication.
Write reports and papers on the research results and present them.
Requirements:
MSc in Computer Science, Electrical Engineering, or related field.
Background in Computer Architecture and Computer Fabrics is a must.
Creativity and the ability to think outside the box to develop innovative technologies.
Research experience in at least one of the following areas:
o Computer Architecture: Modern cache hierarchies, cache coherence protocols, memory systems, hardware prefetchers, and the memory-side of the core microarchitecture.
o Scale-up Fabrics: NVLink, UALink, CXL, UPI, IF, or PCIe.
o Parallel programming models: Collective libraires (NCCL or RCCL) and RPCs (gRPC or Thift).
o Workload optimization: General Compute and Generative AI workload composition (internals) and parallelization expertise at the scale of the rack or SuperPoD in both cloud and HPC environments.
Excellent analytical, problem-solving, and system-level thinking skills.
Strong interpersonal skills, with a collaborative spirit and the ability to work independently.
This position is open to all candidates.
 
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לפני 6 שעות
Location: Hod Hasharon and Haifa
Job Type: Full Time
We are looking for an outstanding Research Team Lead with deep hands-on expertise in large-scale distributed systems, AI framework infrastructure, and performance optimization on custom accelerators. If you are a visionary technical leader, a skilled communicator, and a team builder who thrives at the frontier of systems and AI research - you're welcome on board.
What Will You Be Doing?
Lead and grow a world-class team of researchers and engineers working on distributed AI infrastructure and systems software
Architect and own the software infrastructure enabling distributed training and inference on Huawei's custom accelerator hardware (e.g., Ascend NPU)
Drive research and development on communication libraries, runtime systems, memory management, and graph execution & synchronization at scale
Optimize end-to-end performance across large-scale clusters, covering both scale-up (multi-device) and scale-out (multi-node) configurations
Design and implement high-performance communication backends and collective operations (AllReduce, AllGather, broadcast) for distributed training workloads
Collaborate cross-functionally with hardware architects, compiler teams, and framework engineers to co-design hardware-software solutions
Publish and present research findings at top international venues (NeurIPS, EuroSys, SC, MLSys, OSDI) and represent the team externally
Mentor engineers and researchers, conduct performance and growth reviews, and shape team culture and technical direction
Partner with top academic institutions and open-source communities to advance the state of the art in distributed AI systems
Why Join Us?
Work on cutting-edge hardware (Huawei Ascend) at the intersection of systems software and AI research
Publish and present at top international conferences with a team known for impactful research
Lead a talented, international team in a fast-moving, high-impact environment
Competitive compensation, research budget, and strong career growth into senior leadership roles
דרישות:
B.Sc. or higher in Computer Science, Computer Engineering, Electrical Engineering, or a closely related field
8+ years of experience in systems software, distributed computing, or AI infrastructure, with 3+ years in a leadership or team lead role
Deep expertise in large-scale communication systems: collective communication, RDMA, network topology-aware routing, and bandwidth optimization
Hands-on experience building software infrastructure for distributed training on custom accelerators or heterogeneous hardware (GPU, NPU, TPU)
Strong knowledge of runtime systems: scheduling, execution graphs, kernel dispatch, synchronization primitives, and pipeline management
Experience with memory management at scale: activation checkpointing, tensor offloading, rematerialization, KV cache management
Proficiency in C/C++ and Python, with a focus on high-performance, production-quality code in Linux environments
Proven ability to define technical vision, lead multi-person projects end-to-end, and deliver results under research and engineering timelines
Excellent communication skills in English - confident presenting to international audiences, writing technical reports, and driving cross-team alignment
Strong collaborative mindset and experience working in globally distributed, multicultural teams
Ways to Stand Out From the Crowd:
M.Sc. or Ph.D. in a relevant field, with a strong publication record at systems or ML venues (EuroSys, OSDI, SC, NeurIPS, MLSys, ISCA)
Hands-on experience with communication frameworks such as NCCL, MPI, HCCL, or UCX
Experience with compiler and graph optimization for AI workloads (XLA, TVM, Triton, or custom operator fusion)
Background in mixed-precision training, model parallelism (Tensor Parallelism, Pipeline Parallelism, Expert Parallelism), and large model co-design
Experience profiling and debugging performance bottlenecks on heterogeneous clusters using tools like Chrome tracing, nsight, or custom profil המשרה מיועדת לנשים ולגברים כאחד.
 
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לפני 6 שעות
Location: Hod Hasharon and Haifa
Job Type: Full Time
Required Computing Network & System Architecture Group Leader
In this role, you will be responsible for several teams of architects, engineers and software developers, all working together to conduct state-of-the-art R&D in system and network architecture. As the group lead, you will guide and mentor the individual team leads, and also conduct hands-on work leading architecture, technology innovation and technical planning and of high-performance computing cluster network, which oriented at AI, HPC, and big data.
Responsibilities:
You will perform a wide range of duties including:
Architecture Innovation:
Deeply analyzing the advantages and disadvantages of mainstream network systems, to find opportunities for network architecture innovation;
Insight into the technology developing trend of the high-performance computing network field, and leading the corresponding technology planning.
Exploring new architectures of high-performance computing network systems and efficiently integrating communication library, topology, and network protocol to solve performance bottlenecks.
Technical breakthroughs in networking and cluster routing algorithm:
Analyzes computing cluster network performance and leads the development of computing cluster network technologies
Research and optimize the heterogeneous interconnection topology of key computing chips to continuously improve the key competitiveness of Huawei computing heterogeneous chipsets
Responsible for the research of data center network technologies, and guide network topology design and routing algorithm development
Group leadership:
Lead the development of a comprehensive system architecture for AI Fabric and HPC Fabric solutions
Manage and mentor highly skilled team leaders, to ensure that the group operates together in pursuit of common goal
Foster a collaborative and innovative work environment
Provide technical guidance and support to team members
Collaborate closely with cross-functional teams internationally, including hardware, software, and ucode design teams, to ensure alignment of architectural decisions with product and platform common objectives
Initiate and supervise collaborations with top academic researchers in Israel and abroad
Stay up to date with emerging technologies and industry trends in AI, HPC and big data industries
דרישות:
At least 10 years of hands-on experience in system architecture design, or equivalent research experience
Demonstrated experience in leading R&D team
Familiarity with high-performance computing cluster services and system architectures, such as AI, HPC and big data.
In-depth understanding of computer networks, communication libraries, and design of AI or HPC cluster networks
Key qualifications you hold include:
Ability to work in a team environment; actively seek out resolution to issues with the team and work co-operatively to build a coherent system; Team-working and excellent inter-personal communication skills.
High level of self-reliance and an autonomous target-oriented work style, can do attitude, eager to learn new things and ready to think outside the box
Ability to work on a schedule, even for un-schedule-able issues such as inventiveness
Experience with network system of AI, HPC or big data cluster
Demonstrated capability in several items from the list below:
o Deep understanding of computer network protocol and network topology of computing cluster
o Familiarity with communication library, such as OpenMPI/NCCL
o Extensive experience in leading the network architecture design of computing cluster
o Experience with implementing routing algorithm
o Familiarity with network specifications of CPU/Network Processing Unit/ Neural Processing Unit/Switch chip
Fluent in written and spoken English
Advantage:
You hold a Doctors degree or above in the field of computer science, electrical and electronic engineering or in a similar background in Research & Development
Publications in reputed jou המשרה מיועדת לנשים ולגברים כאחד.
 
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לפני 6 שעות
חברה חסויה
Location: Hod Hasharon and Haifa
Job Type: Full Time
Required Senior CPU Core Architect
Job Description
The CPU Architect will take charge in defining a processor core that meets the requirement of high performance, high bandwidth, and scalable processing architecture. This architect will utilize his processor experience to deliver a world-class processor ASIC with many advanced features for Huawei products.
Requirements:
Solid understanding of general purpose CPU micro-architecture, including knowledge of areas such as processor pipelines, load store unit, caches, cache coherence, memory hierarchy, multi-processor, multi-thread processor systems.
Ability to make trade-offs between power, performance and area appropriately to meet the requirements of the product.
Hand-on experience with high power-efficient CPU core successfully.
Understanding of CPU instruction set architecture and assembly language.
At least 20 years of experience in one of the leading CPU companies
BSC, MS or PHD in Electrical Engineering, Computer Engineering, or Computer Science.
Familiarity with the ARM architecture and the micro-architecture for current ARM CPU cores.
Software development (C, assembly).
Experience modeling microprocessors using higher-level languages, like C/C++.
Excellent verbal and written communication skills.
QUALIFICATIONS
Co-operate and communicate well with the architecture team and other members of development team.
Interact with the Product System architects, software teams and ASIC chip teams to define the overall architecture of the Processor ASIC including memory hierarchy.
Travel to Beijing and ShenZhen sites may be required.
Good presentation and internal customer interaction skills.
This position is open to all candidates.
 
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לפני 7 שעות
Location: Hod Hasharon and Haifa
Job Type: Full Time
We are looking for a talented and motivated M.Sc. or Ph.D. student to join our Systems Research team and contribute to advanced research in next-generation computing systems.
In this role, you will:
Participate in research and analysis of state-of-the-art computer systems and emerging technologies.
Investigate system performance, identify bottlenecks, and explore innovative approaches for improving system efficiency, scalability, and performance.
Develop and evaluate Proof-of-Concepts (PoCs) for end-to-end systems and novel architectures for data centers, including AI, Cloud, Storage, Big Data, and distributed computing.
Gain hands-on experience in implementing, testing, benchmarking, and validating new system concepts and architectures.
Work closely with experienced researchers, architects, and engineers on advanced research and development projects.
Explore recent academic research and emerging technologies, identify new research opportunities, and contribute ideas and insights to ongoing research activities.
Requirements:
Currently pursuing an M.Sc. or Ph.D. degree in Computer Engineering, Computer Science, Electrical Engineering, or a related field.
Strong academic background and interest in computer systems, distributed computing, AI infrastructure, cloud computing, or related areas.
Good programming skills, preferably in C/C++.
Strong analytical, research, and problem-solving abilities.
Ability to understand, critically analyze, and apply insights from technical and academic literature.
Motivation to explore new technologies and conduct hands-on research and experimentation.
Ability to work independently while collaborating effectively within a research and development team.
Ways to stand out from the crowd
Knowledge or academic experience in one or more of the following areas: Virtualization, Storage, Hardware Offloads, Network Acceleration, RDMA (iWARP, RoCE, InfiniBand), or distributed systems.
Previous research experience, academic projects, or publications in computer systems or related fields.
Familiarity with AI/ML systems, AI inference, LLM serving, or AI computation pipelines.
Understanding of performance analysis, profiling, benchmarking, and system bottleneck identification.
Experience with Linux systems and low-level or systems programming.
Publications or research contributions in relevant academic venues are considered an advantage.
This position is open to all candidates.
 
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10/09/2026
חברה חסויה
Location: Hod Hasharon
Job Type: Full Time
At ThetaRay, our purpose is to make the world a safer place by protecting the integrity of the global financial system. We do this by putting AI at the core of both our technology and our way of working. Our AI-driven solutions help banks and fintech companies worldwide detect and stop serious financial crime, from human trafficking and terrorist financing to sophisticated money laundering, while advanced technology, automation, and AI-driven tools help our teams collaborate smarter, move faster, and continuously improve how we build, deliver, and innovate.
About the role: We are looking for an Algorithm Researcher to turn expertise, initiative, and bold thinking into real impact on the next generation of AI-driven financial crime detection.
If you combine strong mathematical and research capabilities with advanced AI expertise, and if you are motivated by turning complex theoretical concepts into scalable, production-ready algorithms that solve real-world financial crime challenges, ThetaRay could be your next challenge.

?Responsibilities:
* Designing and developing advanced algorithms for complex financial crime detection challenges
* Translating mathematical models and research concepts into scalable production systems
* Building and optimizing ML and LLM-based solutions for real-world deployment
* Working with transformers, attention mechanisms, sequence modeling, and representation learning
* Developing solutions using RAG, embedding models, vector databases, and generative AI evaluation frameworks
* Designing AI agents, tool-using LLM architectures, and autonomous decision-making pipelines
* Improving model accuracy, robustness, explainability, and inference efficiency
* Collaborating with engineers, data scientists, and domain experts to bring research into production
Requirements:
* MSc or PhD in Physics, Applied Mathematics, Computational Mathematics, or Statistics.
* At least 3 years of experience in algorithm development, quantitative research, or advanced AI/ML roles.
* Strong background in linear algebra and probability theory.
* Strong background in stochastic processes and optimization.
* Strong background in numerical methods and statistical modeling.
* Deep understanding of modern deep learning architectures, including transformers, attention mechanisms, sequence modeling, and representation learning.
* Hands-on experience with PyTorch or TensorFlow.
* Experience building, fine-tuning, optimizing, or deploying large language models (LLMs).
* Familiarity with RAG (retrieval-augmented generation), embedding models, and vector databases.
* Familiarity with prompt engineering and evaluation frameworks for generative AI.
* Expert-level Python skills, including NumPy, SciPy, and Pandas.
* Strong understanding of algorithm design, complexity analysis, and data structures.
* Experience with large-scale data processing.
* Experience building AI-based systems in production. Advantages:
* Background in signal processing, dynamical systems, or computational physics (Advantage).
* Experience with graph algorithms, anomaly detection, risk modeling, or information retrieval (Advantage).
* Experience with model optimization, quantization, or distillation (Advantage).
* Proven publication record in a relevant field (Advantage).
This position is open to all candidates.
 
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לפני 6 שעות
Location: Hod Hasharon and Haifa
Job Type: Full Time
We are looking for an architect to work on the invention and development of new SW visible CPU technologies to improve performance of SW scenarios related to memory ordering, memory coherency, multithreading, synchronization, memory safety, caching, etc.
The minimal tasks of this role are:
1. Modeling of new memory related architectural features in the existing CPU performance simulator
2. Development of performance tests or adaptation of existing workloads to be suitable for simulation
3. Conducting performance studies for the workloads of choice either in the performance simulator or on a real chip
4. Develop analysis, conclusions and recommendations based on the above activities
The role can comprehend much more than that depending on the skills, talent and experience of the candidate creating a career path over time. For example, to invent new instructions and mechanisms to overcome significant performance bottlenecks in these areas, refinement and further development of ideas provided by others. Possible participation in development in additional domains
If you want to be part of something bigger, if you are a team player with excellent communication skills and motivation to revolutionize data-center technology, youre welcome on board!
Requirements:
Four or more years of experience in one or more of the following roles in the memory cluster of an Out of Order CPUs:
Architecture or micro-architecture definition.
Performance modeling and studies.
RTL implementation.
Verification of Multithreading.
Education: Academic degree in Computer Engineering or Computer Science
Advantages:
Knowledge and experience in memory ordering architecture.
HW or SW Experience in inter-thread synchronization.
Knowledge of the arm Instruction Set Architecture.
Skills:
Good verbal English skills.
Good interpersonal skills
Team player.
This position is open to all candidates.
 
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לפני 6 שעות
Location: Hod Hasharon and Haifa
Job Type: Full Time
Looking for a CPU performance modeling architect to take responsibility over the performance aspects of new CPU instructions or modes of operation. The role includes but is not limited to:
Partners with lead SW and HW architects to co-invent optimal HW and SW solutions that come to address requirements. Influences the direction based on experiments and simulation data
Models CPU functionality, performance and/or power in pre-silicon simulators
Defines and runs performance experiments to aid feature definition. Such experiments can be performed on a pre-silicon simulation environment or in a real system or on a combination of both or even in combination with analytical models
Provides experimental/proof of concept for new features and implementation alternatives meeting performance constraints.
Analyzes the bottlenecks of current CPUs on workloads that reflect CPU future usages
Potentially (in the future), lead a team doing above activities
An adequately qualified candidate can also become the leader of definition for some features in addition to all the roles above.
Requirements:
BSc or higher degree in Computer Science/Engineering or related discipline from a leading university. (Alternatively, exceptional proven track record in similar tasks)
3+ years of experience in one or more of following disciplines: development of simulators/emulators for CPUs, definition of CPU features, HW/SW co-design, Low level performance profiling and optimization of SW with exposure to CPU ISA
Fluent spoken and written English
Behavioral skills: Team player. Interpersonal skills needed to collaborate with colleagues towards achieving a technical goal
Advantageous qualifications:
Experience in SW/HW codesign or in definition of new instructions will be a great advantage
Familiarity with dense compute workloads and analysis (e.g., AI, HPC, financial, etc.)
Familiarity with Vector Architectures.
This position is open to all candidates.
 
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לפני 6 שעות
חברה חסויה
Location: Hod Hasharon and Haifa
Job Type: Full Time
Required Compilation Technology Expert
Job Description
We are forming a new team to explore AI Compilation Boundaries
This team will operate under a unique manner, as described below -
The environment
- Startup-like intensity
Small team
High ownership
High visibility
Merit is the essence, not titles
- Fast pace
Todays state of the art is tomorrows baseline
We aim to go beyond
- Incubator mindset
Take on hard challenges, dismantle, and regroup as novelty
- Elite technical culture
Strong experts
Strong standards
Strong execution.
Ratio beats seniority, not the other way around
- No artificial boundaries
We challenge assumptions, and question constraints, and leave no quarter
- Direct exposure to the latest and greatest AI technology
Real hardware
Real toolchains
Real large-scale AI applications
All pass through and impacted by our work
- First-principles thinking
out-of-the-box is a compromise
Do not accept that a box had to exist in the first place.
Requirements:
In light of the above, were looking for
- Strong hands-on engineers and researchers with deep technical substance,
and proven proficiency in at least 2 of the following:
MLIR
LLVM
Triton
- Equipped with Curiosity, sense of Ownership, and a relentless dissatisfaction with the current state of AI compilation
- Bonus - familiarity with the PyTorch ecosystem
BSc. in Computer Science, Computer Engineering, Mathematics, or any relevant scientific field (advanced degrees are an advantage).
This position is open to all candidates.
 
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14/09/2026
חברה חסויה
Location: Hod Hasharon
Job Type: Full Time
we are looking for a Sr. Memory Architect.
A senior memory architect to lead the development of Novel NVM modules in advanced nodes using state-of-the-art EDA tools
Proven ability to lead a memory design from the architecture exploration phase, through block level design & layout up to full module assembly, verification & characterization
Interaction with product marketing & customers to analyze & propose memory architectures meeting the needs of the customer
Requirements:
Knowledgeable in all aspects of memory circuit design, analog design, timing & power optimization, and Design for Test
Experience in memory timing & power characterization
Proficiency in Low-Power, Low-Voltage & Low-Leakage design practices
Experience in advanced geometries and understanding of different technologies (FDSOI, FinFet)
Experience with memory compilers is an advantage
Proficient in Cadence virtuoso schematic design, Spice simulators, Fast-Spice & mixed-signal simulators, High-Sigma analysis tools, Parasitic extraction & modeling, Memory characterization
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
8820091
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