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We are looking for an AI Engineer to play a central role in building, evaluating, and advancing AI models. You will own and evolve benchmarking and evaluation capabilities for foundation models and multimodal systems, while also working closely with modeling teams to support model development, iteration, and validation. This role sits at the intersection of software engineering, model understanding, and applied AI, with broad influence on how models are built, compared, and improved across the organization.

Location: Ramat Gan, Israel (hybrid model)

What will you do?

Own & Evolve Benchmarking - Design, build, and maintain benchmarking suite for foundation models and multimodal AI systems.
Define Core Abstractions - Create clean, extensible abstractions and APIs for datasets, tasks, models, metrics, and evaluation workflows.
Develop Metrics & Evaluations - Implement metrics that capture predictive performance, biological relevance, and multimodal alignment.
Support Model Development - Work closely with AI scientists and data scientists to integrate new models, tweak architectures, and enable rapid, fair iteration.
Bring in New Models & Baselines - Add external and internal models to benchmarks and ensure meaningful comparisons.
Explore Data When Needed - Dive into data and results to debug evaluations, understand model behavior, and unblock modeling work.
Enable Rigor & Reproducibility - Ensure evaluations are consistent, well-versioned, and trustworthy over time.

We are looking for a Staff Architect, Data & AI Infra to shape, build, and scale the infrastructure that powers data, AI, and research platforms. This is a senior player-coach role with broad architectural ownership across data infrastructure, ML infrastructure, developer experience, reproducibility, and production reliability. You will work across the wider engineering group as a hands-on technical architect, while also managing a small team of individual contributors focused on ML infrastructure.

This role is ideal for someone who can move between long-term platform architecture and practical execution: defining standards, building core systems, mentoring engineers, improving reliability, and partnering with Data Engineering, AI/Research, Product Engineering, Security, Bioinformatics, and Leadership to make data and AI platforms scalable, reproducible, secure, compliant, and easier to use.

Location: Ramat Gan, Israel (hybrid model)

What will you do?

Architectural Leadership: Own and evolve the technical roadmap for data and AI platforms, ensuring scalable and reliable architecture that supports current needs and prepares for a multi-cloud future.
MLOps & Platform Development: Design and build end-to-end MLOps systems-covering experimentation, training, reproducibility, and deployment-while managing specialized infrastructure like BigQuery, orchestration tools (Dagster/Airflow), and R/Python workloads.
Infrastructure Strategy: Define and lead strategy for GPU resources (scheduling, utilization, batch compute) and establish engineering best practices, data architecture standards, and platform guardrails.
Developer Experience: Enhance developer productivity by building self-service platforms, automation, internal tooling, and reusable templates that simplify workflows and reduce operational friction.
Team Leadership: Act as a player-coach to mentor engineers and manage a small team of ICs, fostering a culture of sound decision-making and technical excellence across the broader group.
Security & Reliability: Partner with Security to enforce compliance (SOC2, HIPAA, GDPR) and access controls, while mitigating operational risk through improved observability, incident readiness, and robust support processes.

In this role, you will own the research strategy end-to-end - from long-term roadmap design to hands-on exploration, and guide a multidisciplinary team of NLP research engineers and linguists toward breakthroughs that elevate our core medical coding engine.

You will play a key role in the company, balancing exploratory research with high-impact product delivery. You will partner with Product, Engineering, and executive stakeholders to identify strategic opportunities, drive prioritization, and translate research capabilities into real-world outcomes at scale.

Responsibilities:

Manage and mentor a multidisciplinary research team while driving both technical excellence and personal growth.
Define the long-term research roadmap aligned with product and business objectives.
Lead the full research lifecycle, from ideation and feasibility studies to experimentation, evaluation methods, and production-ready delivery.
Evaluate and introduce new research capabilities and emerging trends such as LLM-based reasoning, semantic/graph modeling, hybrid rule-learning, and other frontier techniques.
Continuously track scientific trends to maintain a state-of-the-art research practice.
Collaborate closely with Product and Engineering teams to translate domain challenges into algorithmic solutions with measurable product impact.
Represent the Research function at leadership forums, communicate priorities and outcomes, and align stakeholders around research strategies and milestones.

As part of this role you will, design, develop, and deliver high-quality, scalable, reliable, and extensible products. Work within our multidisciplinary R&D teams (Software Engineers, Linguists and NLP Research Engineers) and with the Product Management team.

This is an exceptionally exciting time to join a real AI company - when the very foundations of NLP are being redefined in front of our eyes. , youll be at the forefront of that transformation, helping to shape the next generation of AI systems that are not only cutting-edge but also deeply impactful.

we are looking for a AI Engineer Team Lead
What will you do?

Own the agentic infrastructure- You're responsible for the architecture of Klaudia's core - the systems that make autonomous investigation, root cause analysis, and self-healing possible at scale.

Build and grow your team- Hire great engineers, mentor them, run meaningful design reviews, and build a culture of high ownership and engineering excellence.

Drive experimental development- Run structured bets - LLM evaluation frameworks, new agent architectures, novel tool-use patterns - and bring the best ones to production.

Stay hands-on You'll design systems, review PRs critically, and write code where it matters. Your technical credibility is the foundation of your leadership.

Shape our AI strategy- Work closely with product and R&D leadership to define what Klaudia becomes next.

we are looking for a talented, hands-on and experienced DevOps Engineer to join our Operations team.

In this role, you will be responsible for ensuring the availability, reliability, and scalability of our production environments, proactively monitoring systems in real time and troubleshooting complex technical challenges. Youll work with modern cloud-native technologies, help improve operational efficiency, and play a key role in maintaining and evolving our infrastructure.

This is an opportunity to work on a fascinating and challenging product, gain exposure to innovative and diverse technologies, and join a fast-growing company that is leading its field. At Upstream, we invest in our people and support both personal and professional growth.

Were looking for someone with strong technical skills, a positive mindset and a constant drive for excellence.

This is a full-time, hybrid role based in Herzliya, Israel.

Responsibilities
Implement and operate large-scale Kubernetes and cloud solutions
Build and maintain infrastructure across AWS / Azure / GCP
Monitor customer infrastructure and production environments
Roll out processes for new services and applications
Enforce and maintain cloud and product security standards
Troubleshoot and resolve technical issues in customer environments
Develop and maintain infrastructure automation tools and workflows
Implement automation processes and AI-driven tools to improve operational efficiency

We are looking for a Junior SW Development Engineer to join our team.
You will be based in Caesarea, Israel.



Location
Hybrid - Working at least 3 times a week from the office



What you will be doing:

As a member of one of our global Agile SW Scrum teams, you will contribute to the development of cutting-edge, cable industry-leading products and services.
Your work will involve:

C/C++ Software Development: Design and implement features within the MAC and upper layer protocol domains, leveraging the latest advancements in C++ technology.
Advanced Networking Solutions: Contribute to solutions running on Linux servers using containerized environments (Kubernetes), employing state-of-the-art technologies and methodologies.
Troubleshooting & Debugging: Investigate and resolve complex issues from internal QA teams and external customer reports.
Agile Methodologies: Plan, develop, and deliver features in an Agile development environment.

We are looking for a Junior Production Testing Engineer to join our Operation Engineering department.
You will support the operations and maintenance of our Automated Test Equipment (ATE). In this role, you will assist in the transfer, optimization, and daily efficiency of ATE systems on the production line and for RMA processes, helping to ensure our products meet the highest quality and manufacturing standards.

You will report to the Production Engineering Manager.

Location
On-site - Working daily from our office in Caesarea



What you will be doing:

ATE Transfer & Implementation: Support the transfer and integration of ATE systems from development into the mass production line, assisting senior engineers with project execution.
Production & RMA Efficiency: Monitor ATE performance on the floor. Help identify opportunities for efficiency improvements, optimize test times, and support processes for active production lines and Return Merchandise Authorization (RMA) units.
Test Infrastructure: Assist in setting up, installing, validating, and maintaining ATE test stations and infrastructure.
Cross-Functional Collaboration: Work collaboratively with ATE development, Hardware (HW), and R&D teams to support daily manufacturing operations and help troubleshoot test-related issues.
Data-Driven Optimization: Help analyze ATE test data and yield metrics to highlight potential process improvements, throughput increases, and cost-reduction initiatives.
Technical Troubleshooting: Read and interpret electrical schematics and technical data sheets to support production test processes and ensure adherence to standard specifications.
Reporting & Analysis: Assist in generating reports and presentations detailing root-cause analysis, corrective actions, and standard follow-ups.

We are looking for Engineering Product Leader to join our team.

You will report to the Sr. Product Engineering Manager.



Location

On-site - Working daily from our office in Caesarea



What you will be doing:

Lead products deliverables and timelines. Responsible for NPI Processes of the company product lines

Lead Sustain engineering processes and provide engineering support across the company

Performing process validation for Engineering changes in the production line.

Collaboration with R&D, quality, and production depts. on a daily basis

Efficiency and improving production processes including electronic and mechanical assembly.

Participation in failure studies and problem-solving discussions.

Approving parts and components' SPEC deviations, and instructing for rework if needed

Develop and document Manufacturing, assembling & testing processes.

Ownership of the entire product, manage and lead the engineering changes of the product during its lifecycle

We are looking for an experienced Lab Support Technical Leader to lead our R&D lab operations.
This role combines technical leadership, operational management, hands-on work and strategic planning across worldwide labs. You will report to the Lab Manager.
Location

On-site - working 5 days a week from our office in Caesarea.

What you will be doing:

Lead R&D lab operations supporting large-scale broadband and networking environments.

Lead and mentor the Lab Support team, including goal setting, KPIs, SLA management, prioritization, and professional development.

Providing hands-on support for lab infrastructure installations and deployments when required.

Architect, design, and maintain advanced networking infrastructures, including switches, routers, servers, and virtualization platforms.

Lead deployment and support of new lab installations.

Establish and maintain documentation standards across Confluence, Jira, Visio, and related systems.

Lead automation and operational efficiency initiatives to improve scalability,

Provide regular executive-level reporting on lab operations, project status, risks, and roadmap progress.

Manage timelines, ETAs, and stakeholder expectations across multiple concurrent activities.

We are looking for a Senior DevOps Engineer to join our team
You will report to the DevOps Sr. Manager


Location
Working at least 3 days a week from the office in Caesarea



What you will be doing:

Were looking for a Senior DevOps Engineer with strong Python skills, deep Linux (Debian based) experience, and hands-on expertise with AWS and Kubernetes. In this role, youll take ownership of automating, scaling, and maintaining our infrastructure and CI/CD systems which are critical components that power our next-gen broadband solutions. Youll work closely with senior engineers in a high-impact environment, developing internal tools and platforms that support both infrastructure and the full software delivery lifecycle. Your work will directly influence our development velocity, deployment reliability, and production artifacts quality.

Key Responsibilities

Operate and extend our Kubernetes-based and container-based platforms and orchestrate deployments on AWS.
Own and evolve our CI/CD pipelines, focused on Debian packaging, container orchestration, and cloud- native deployments.
Design and develop Python modules, tools and services to manage CI frameworks, packaging processes, and operational automation.
Work closely with development teams to diagnose and resolve complex issues across build systems, APIs, and development environments.
Maintain and improve automated build/test pipelines using Jenkins and Argo workflow.
Implement infrastructure-as-code practices using tools such as Terraform, ArgoCD, and Helm.

We are looking for a RF System Director to join our R&D site.

You will report to the CTO of the Broadband Business Unit.


Location

On-site role - working daily from our offices in Caesarea

What you will be doing:

Own end to end RF system definition, from early requirements gathering through architecture, detailed specifications, and technical tradeoff analysis.
Lead RF technical strategy for current and future products, ensuring alignment with product, system, and business goals.
Drive proof of concept activities, feasibility studies, and risk reduction for new technologies and architectures.
Be deeply involved in detailed RF design, simulations, reviews, and hands-on technical decision making.
Be involved in prototyping, bring-up, DVT, regulatory and environmental qualifications, and design transfer to production.
Ensure high quality technical documentation across all phases of development, including specifications, design documents, test plans, and reports.
Work closely with cross-functional teams including digital, system, mechanical, manufacturing, QA, support, product management, sales, marketing, and key customers.
Support customer engagements, escalations, and field issues by providing deep RF expertise and root cause analysis.
Participate in technology roadmap planning and contribute to long term innovation initiatives.

We are looking for a Sr. Production Testing Engineer to join our Operation Engineering department.
You will be the primary operations owner for our Automated Test Equipment (ATE). In this critical role, you will lead the transfer, optimization, and daily efficiency of ATE systems on the production line and for RMA processes, ensuring our products meet the highest quality and manufacturing standards.

You will report to the Production Engineering Manager.



Location
On-site - Working daily from our office in Caesarea



What you will be doing:

ATE Transfer & Implementation: Lead the seamless transfer and integration of ATE systems from development into the mass production line, taking full end-to-end responsibility for the project.
Production & RMA Efficiency: Take absolute ownership of ATE performance. Drive continuous efficiency improvements, optimize test times, and streamline processes for both active production lines and Return Merchandise Authorization (RMA) units.
Test Infrastructure: Set up, install, validate, and maintain ATE test stations and infrastructure directly on the production floor.
Cross-Functional Collaboration: Partner closely with ATE development, Hardware (HW), and R&D teams to support manufacturing operations and resolve complex test-related bottlenecks.
Data-Driven Optimization: Analyze ATE test data and yield metrics to proactively identify process improvements, increase throughput, and drive cost-reduction initiatives.
Technical Troubleshooting: Read, interpret, and analyze electrical schematics and technical data sheets to oversee production test processes and ensure adherence to standard specifications.
Reporting & Analysis: Generate comprehensive reports and executive presentations detailing root-cause analysis, corrective actions, and rigorous follow-ups.