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04/09/2026
חברה חסויה
Location: Ra'anana
Job Type: Full Time
We're looking for a Data Science Tech Lead to take technical and delivery ownership of this team, a hands-on senior IC role. You'll set research direction, own client-facing delivery end-to-end, and drive how the team builds and scales its use of GenAI tooling and agentic capabilities. You'll work closely with other data scientists & analysts and partner daily with Solutions, Implementation, and Engineering. This role comes with real latitude to shape research direction and influence our product offering and roadmap - not just execute against a backlog.

What you will do
1. Research Direction

Set the technical research agenda for our tabular prediction models.
Guide how we incorporate temporal signal - case history, lag features, schedule snapshots- without defaulting to time-series techniques that don't fit our data.
Own our strategy for extracting value from unstructured data sources via LLMs - feature extraction, embeddings, or fine-tuning - balancing accuracy, cost, and constraints like latency and privacy.
Set standards for experimentation, evaluation, and model guardrails.
2. Client Project Delivery

Own DS delivery end-to-end across concurrent client engagements - from discovery through modeling, validation, and go-live.
Partner with Solutions and Implementation on discovery and rollout; represent Data Science in client meetings, presenting results directly to stakeholders.
Ensure delivery lands inside the product, on timeline, coordinating with Engineering on productionization.
Track delivery risk across the client portfolio, flagging blockers and scope changes early.
3. GenAI Tooling & Team Capability

Build the team's onboarding and delivery playbook for new use-cases and encode it as reusable Claude skills/agents
Turn repeatable steps in the DS workflow into standardized, shared tooling.
Raise the team's GenAI fluency through mentoring on Claude Code and related tooling.
Requirements:
M.Sc. in Computer Science, Statistics, Engineering, or a related quantitative field - or equivalent practical experience (PhD is an advantage).
Experience building or adapting LLM-native ML research workflows - including monitoring research quality and running critical peer reviews of results.
6+ years in applied data science / ML, including recent experience as a senior IC technical lead.
Deep, practical expertise with tabular ML: gradient-boosted trees (XGBoost/LightGBM or similar), feature engineering, and rigorous model evaluation for regression and classification problems.
Comfortable working with temporal/panel data (lag features, entity history, point-in-time snapshots).
Proven ownership of client-facing technical engagements end-to-end - discovery, stakeholder presentations, and delivery against deadlines - ideally in a B2B / enterprise or professional-services-adjacent setting.
Hands-on experience building and shipping GenAI applications: LLM-based feature extraction or structured extraction from unstructured text, prompt engineering vs. fine-tuning trade-offs, and at least conceptual fluency with agent orchestration.
Track record of building tooling or frameworks (internal libraries, standardized pipelines, or similar) that scaled a team's output, not just personal productivity.
Strong communicator who can move fluidly between technical peers, engineering, and non-technical clinical or business stakeholders.
Comfortable holding multiple concurrent workstreams and client engagements with competing timelines.
This position is open to all candidates.
 
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לחברה גלובלית מובילה דרוש/ה מהנדס/ת מערכת לתפקיד משמעותי הכולל הובלה מערכתית של פיתוח מוצרים מולטי-דיסציפלינריים, ניהול מטריציוני של צוותי פיתוח והובלת תהליכים הנדסיים משלב האפיון ועד הייצור.

התפקיד כולל:
הובלה מקצועית של צוות הפיתוח כחלק מצוות הליבה של הפרויקט, הנחיית צוותי התוכנה והאלקטרוניקה בבחירת הארכיטקטורה ותצורת המוצר, ניהול והובלה מטריציונית של צוותים מולטי-דיסציפלינריים בתוך הארגון ומול ספקים חיצוניים, ניתוח פערים בין דרישות השיווק לבין היכולות הטכנולוגיות תוך הבנת חוויית המשתמש וצרכי הלקוח, הובלת פתרונות הנדסיים והסרת חסמים טכנולוגיים לאורך תהליך הפיתוח, ביצוע ניתוחי Cost Benefit Analysis (CBA) ובחירת חלופות הנדסיות, כתיבת לוגיקה מערכתית, State Machines, Flow Charts וסכמות טכניות להגדרת המוצר, הגדרת בדיקות אמינות לאורך תהליך הפיתוח, הכוונת צוותי הפיתוח לתכנון חסכוני, ייצורי וקל לתחזוקה, ניהול סיכונים לאורך חיי הפרויקט וניהול הידע ההנדסי והעברתו לצוותי התמיכה בייצור.
דרישות:
תואר ראשון בהנדסת אלקטרוניקה או הנדסת תוכנה -חובה. תואר שני - יתרון.
ניסיון ב-Board Design, EMC/EMI, בחירת רכיבים, Embedded Firmware Development, Closed Loop Control ו-Sensing Algorithms.
ניסיון מוכח בפיתוח לפחות מוצר צריכה מולטי-דיסציפלינרי אחד שהגיע משלב הפיתוח ועד לייצור סדרתי.
ניסיון בחברות הייטק או בארגונים גדולים.
אסרטיביות לצד יחסי אנוש מצוינים. יכולת עבודה מול ממשקים פנימיים וחיצוניים. גישה Hands-On. המשרה מיועדת לנשים ולגברים כאחד.
 
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חברה חסויה
Location: Ra'anana
Job Type: Full Time
As a senior compiler engineer, you will own the design and development of open source based toolchain and graph compiler. You will drive technical solutions end-to-end, deliver compiler capabilities across all hardware targets, and help mentor engineers. Our team embraces an AI-agentic development flow, leveraging AI coding agents to accelerate engineering productivity, and we are looking for engineers who champion this approach.

Responsibilities:

Design and develop open source based toolchain targeting custom DSP and NPU architectures.

Drive design and delivery of graph compilation flows: transformations, operator mapping, and code generation.

Champion AI-agentic development practices - integrating AI coding agents into day-to-day engineering workflows.

Own complex components end-to-end, from architecture and design through implementation and delivery.

Provide technical guidance and mentorship to engineers; conduct code reviews.

Collaborate with hardware architecture, algorithms, and software teams globally.

Analyze and optimize toolchain output for performance and correctness across processor families.
Requirements:
B.Sc. in Computer Science, Electrical Engineering, or related field.
5+ years of hands-on experience in software development.
Strong C++ skills; Python proficiency is a plus.
Proven ability to own and deliver complex software components independently.
Solid software engineering fundamentals.
Strong communication skills; comfortable in a global, multi-site environment.
This position is open to all candidates.
 
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31/08/2026
Location: Ra'anana
Job Type: Full Time
We are looking for a Senior Backend Engineer specialized in Generative AI to design agent workflows, optimize interactions with models (OpenAI, AWS Bedrock), and ensure the reliability of non-deterministic systems in production.

Tech Stack: Python (Asyncio), FastAPI, LangChain, LangGraph, Pydantic, Elasticsearch, AWS Bedrock / OpenAI API, LangSmith.

What You'll Do:
Agent Architecture: Design and implement complex agent orchestration logic using LangGraph. You will define state management, conditional routing, and error handling within the agent graph.
Tool Engineering: Build and optimize the tool layer (function calling) that allows LLMs to interact with internal financial APIs and databases accurately.
Performance Optimization:
-Reduce end-to-end latency through asynchronous processing and streaming (SSE).
-Implement semantic caching strategies to minimize API costs and response time.
-Optimize token usage without sacrificing answer quality.
Observability & Evaluation: Implement automated evaluation pipelines using LangSmith. You will be responsible for setting up regression testing for prompts and agents to measure quality (correctness, faithfulness) before deployment.
Advanced RAG: Refine retrieval strategies. Work on hybrid search implementation (Keyword + Vector), re-ranking, and query expansion to feed the most relevant context to the model.
Requirements:
Requirements:
Python Expert: Strong proficiency in modern Python. Deep understanding of asynchronous programming (asyncio) patterns is mandatory, as our entire I/O pipeline (Network, DB, LLM) is non-blocking. Experience with FastAPI and Pydantic (v2).
Agentic Frameworks: Production experience with LangChain. Hands-on experience or deep conceptual understanding of LangGraph (or similar state-machine based agent frameworks).

Deep LLM Expertise (What we mean by "Deep"):
Non-determinism Management: Strategies for handling LLM hallucinations and ensuring reliable outputs (e.g., self-correction loops, specific prompting techniques like CoT/ReAct).
Structured Outputs: Experience forcing LLMs to adhere to strict schemas (Pydantic/JSON mode) for reliable downstream processing.
Context Optimization: Advanced strategies for managing limited context windows (summarization chains, sliding windows, selective context injection) beyond simple truncation.
Inference Economics: Understanding the trade-offs between model size, latency, and cost (e.g., when to route to GPT-4 vs. a smaller/faster model).

Nice to Have:
Experience with Elasticsearch (DSL queries, analyzers).
Knowledge of vector databases and embedding models.
Background in FinTech or familiarity with financial data structures.
This position is open to all candidates.
 
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Location: Ra'anana
Job Type: Full Time
In this role, as Senior Team Leader of the AI NPU Simulator, you will lead a Group developing a major part of AI simulation framework, in the core of our AI software offering. The AI NPU simulator enables the execution of state-of-the-art LLMs, Generative AI models, and neural networks with exceptional performance, impacting multiple hardware and software teams across the company.

You will drive the development of robust, scalable, and efficient simulation software, working closely with global Architecture, VLSI, and Software teams to shape next generation of AI solutions.

We are looking for an exceptional hands-on leader with strong technical expertise, proven experience leading software teams, and a track record of delivering complex, state-of-the-art products on time and with high quality. The ideal candidate is execution-driven, innovative, and passionate about building high-performing teams and cutting-edge AI technology.



Responsibilities

Manage and lead two teams (Development + Validation) .

Be accountable for the simulation lifecycle, including architecture, development, validation, and release.

Lead development of advanced simulation models for AI processors.

Own delivery of complex, multi-release roadmaps.

Ensure strong alignment between hardware design, compiler behavior, and simulation models.

Drive system-level correctness and performance accuracy.

Support system bring-up, debugging, and customer-facing activities when needed
Requirements:
B.Sc. in Computer Science, Electrical Engineering, or related field.
8+ years of experience in C++ software development (embedded/system-level preferred).
3+ years leading engineering teams.
Experience managing multiple teams or group-level responsibilities.
Strong understanding of HW/SW interaction and system architecture.
Proven track record delivering complex software systems.
This position is open to all candidates.
 
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חברה חסויה
Location: Ra'anana
Job Type: Full Time
In this role, as Embedded Software Team Leader, you will lead a team owning a key part of NPU AI software stack, a complex, multi-layered system spanning the Host (SDK, runtime, APIs, and UMD/KMD drivers) and the NPU IP (embedded firmware). This stack is at the heart of the AI software offering, with deep impact on multiple hardware and software teams ability to execute state of the art LLM, Generative AI and Neural Networks with extraordinary performance. Reporting to the AI Software SDK Senior Team Leader, you will lead a team of creative and result oriented enthusiasts that invent, design, and implement software that enables smooth connectivity between the NPU and Host CPU.



Responsibilities:

Lead and manage the Embedded Software engineering team, ensuring high performance and productivity.

Own the design, development, and implementation of your component within NPU AI software stack, aligned with the AI Software SDK group's technical strategy, architecture, and roadmap and its automated CI and release process.

Collaborate with cross-functional teams to integrate solutions. Provide technical guidance and mentorship to team members.

Ensure project timelines and deliverables are met.

Conduct performance reviews and support professional development of team members.

Collaborate globally with architects, HW teams, NPU teams, and other developer teams
Requirements:
B.Sc. in Electrical Engineering, Computer Science, or a related field
At least 3 years of experience as Software Team Leader
At least 5 years of hands-on software engineering with strong C/C++ in embedded/firmware domains (drivers, RTOS)
Experience in developing complex Embedded software systems
Excellent problem-solving skills and attention to detail.
Strong communication and interpersonal skills.
Ability to work collaboratively in a fast-paced environment.
This position is open to all candidates.
 
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חברה חסויה
Location: Ra'anana
Job Type: Full Time
Lead a team of compiler engineers responsible for open source based toolchain and graph compiler. You will be a hands-on team leader - driving architecture decisions, guiding engineers, and delivering compiler capabilities across all hardware targets. Our team embraces an AI-agentic development flow, leveraging AI coding agents to accelerate engineering productivity, and we are looking for a leader who champions this approach.

Responsibilities

Lead development of open source based toolchain targeting custom DSP and NPU architectures. Drive design and delivery of graph compilation flows: transformations, operator mapping, and code generation. Champion AI-agentic development practices within the team - integrating AI coding agents into day-to-day engineering workflows. Mentor engineers and conduct code reviews; build a high-quality engineering culture. Collaborate with hardware architecture, algorithms, and software teams globally. Own team planning, prioritization, and on-time delivery of toolchain features. Contribute hands-on to design, implementation, and performance tuning in C++ and Python.
Requirements:
B.Sc. in Computer Science, Electrical Engineering, or related field.
2+ years of experience leading software development teams.
3+ years of hands-on experience in software development.
Strong C++ skills; Python proficiency is a plus.
Solid software engineering fundamentals.
Strong communication skills; comfortable in a global, multi-site environment.
This position is open to all candidates.
 
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חברה חסויה
Location: Ra'anana
Job Type: Full Time
In this role, you will be a key contributor to the design and implementation of AI Graph Compiler software stack for Neural Processing Units (NPUs). You will take part in defining software architecture, implementing performance-critical components, and enabling efficient execution of advanced neural networks under tight power, memory, and latency constraints.

You will work closely with hardware and system architects, software and hardware engineers, influencing both software and hardware decisions. You will design and implement major parts of NPU embedded solutions, actively promoting AI capabilities to the customers.

What will you do:

Own and design key components of the AI Graph Compiler software stack for NPU-based systems.

Optimize inference performance (latency, throughput, memory footprint, power) for edge deployments.

Collaborate on HW-SW co-design, influencing NPU architecture.

Support IP evaluations and silicon bring-up, root-cause complex HW/SW issues, and influence development methodologies.

Mentor junior engineers and contribute to technical best practices.
Requirements:
3 years of experience in building high-quality embedded software using C/C++.
BSc/MSc in Computer Science, Electrical Engineering, or equivalent.
Proven experience developing and maintaining complex embedded systems, including multi-component software stacks, tight HW/SW integration, and system-level debugging.
Experience in designing and implementing software based on product & hardware specifications.
Experience working under tight memory, power, and real-time constraints.
Excellent interpersonal and communication skills, with a proven ability to work well in a team.
This position is open to all candidates.
 
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31/08/2026
Location: Ra'anana
Job Type: Full Time
You will take ownership of the search infrastructure for Ask us - a financial intelligence platform powered by LLMs. Your main goal is to ensure our AI agents can find the exact financial data they need (articles, transcripts, news) in milliseconds. You will work on the Retrieval layer of our RAG architecture, combining traditional text search with modern vector search techniques.

Tech Stack: Elasticsearch (v8+), Python (FastAPI, Asyncio), OpenAI Embeddings, LangChain, LangSmith.

What You'll Do:
Search Engine Development: Design and implement Hybrid Search strategies. You will figure out how to best combine "keyword matching" (finding specific tickers like 'AAPL') with "semantic search" (finding concepts like 'revenue growth').
Relevance Tuning: You are responsible for the quality of search results. You will build systems to measure and improve how well the search engine answers user queries (using tools like LangSmith).
Vector Search & RAG: Manage the integration of OpenAI embeddings into Elasticsearch. You will solve challenges related to indexing long documents (e.g., earnings transcripts) so the AI retrieves only the most relevant parts.
Performance Optimization: Optimize Elasticsearch queries and index settings to ensure low latency, even for complex queries with many filters.
Python Backend: Develop and maintain the Python services that build queries and process results. We use FastAPI and Asyncio heavily.
Requirements:
Requirements:
Elasticsearch Expert: 5+ years of experience working with Search Engines in production. You understand how indices, analyzers, and mappings work "under the hood."
Search Theory: You understand the difference between Lexical Search (keywords) and Vector Search (meaning), and know when to use which.
Python Proficiency: Strong experience with Python 3.10+. You are comfortable writing asynchronous code (async/await) and building APIs.
Data Engineering: Experience designing data schemas for search (how to structure JSON documents for efficient retrieval).

Nice to Have:
Experience building RAG (Retrieval-Augmented Generation) pipelines.
Familiarity with LangChain or similar LLM frameworks.
Experience with Evaluation tools (like LangSmith) to test search quality automatically.
Background in Finance (understanding tickers, earnings calls, etc.).
This position is open to all candidates.
 
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חברה חסויה
Location: Ra'anana
Job Type: Full Time
We are seeking a high-impact motivated Software Architect to join our team and help shape the future of our advanced neural network AI Software Toolchain over AI computing processors.

Responsibilities

Lead Software Architecture specification and supervise design for the most advanced Software Toolchain handling state-of-the-art Neural Processing Unit operation.

Collaborate proactively with Product, Architecture, VLSI and Software teams to promote software leadership over various markets and compute SoCs.

Explore and translate state-of-the-art neural network and AI applications requirements into software architecture flows, encompassing hardware, software, tools and other components.

Evaluate architecture proposals, internal and external IP features and provide influential and inspirational leadership across hardware and software to align all parties to a common vision of architecture & technology development.

Represent with high technical credibility in customer meetings, appropriately incorporating feedback.

Boost velocity of development teams by providing technical guidance and by constantly looking ahead to anticipate and resolve future challenges.

Conduct experiments, invent and drive development of supporting tools such as simulators, models, profilers, and other methods as required.

Engage with engineering leadership and product planning stakeholders to develop technology roadmap.
Requirements:
B.Sc in Engineering, Computer Science, or related technical field.
5+ years of experience as SW Architect.
8+ years of experience as SW developer.
Proficiency in Python, C++.
Proven track record in Software Architecture development, maintenance and improvement over embedded processors in AI and vision domains.
Excellent communication skills, both verbally and in writing. Collaborative and influential across organizations.
Proven ability to advance initiatives effectively in ambiguous and dynamic environments.
Ability to work and operate in a highly dynamic environment.
This position is open to all candidates.
 
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חברה חסויה
Location: Ra'anana
Job Type: Full Time
Join an agile team working on the most advanced wireless communication solutions, focused on the latest communication standards. You will define the architecture for future products and optimize modem solutions for hardware implementation.

Responsibilities:

Research and define architecture for advanced communication standards.

Define PHY System specifications and architecture for future solutions.

Define low-power architecture.

Work closely with the functional teams (Algorithm, HW/SW, RF, Validation, etc.), from early algorithm study to system validation.

Participate in integration and testing of wireless system solutions, spanning embedded SW, HW and radio.

Support customers engagement and product deployment.
Requirements:
B.Sc. or M.Sc in Electrical Engineering or Computer Science with background in signal processing and wireless communication
Experience defining system and architecture for wireless communication chips
Experience in wireless chips productization (from design to market deployment)
Deep understanding of PHY RX and TX modem chains
Understanding of implementation tradeoffs (power, area and performance) and ability to optimize algorithms for HW implementation
Strong technical leadership skills
Team Player with good communication skills
Flexible, innovative thinker
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
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