דרושים » הנדסה » Senior AI Optimization Engineer for Video Analysis

Overview:

We are looking for a hands-on senior engineer to own the end-to-end productionization of Real-Time video systems and AI pipelines.

This role is not research and not model invention.

You will take existing computer vision models and algorithmics and integrate them into production, turning them into high-performance, scalable, production-grade systems running across hundreds of concurrent video streams on GPU and edge hardware.

You will work at the intersection of:

Python microservices backend development
video streaming using GStreamer and NVIDIA DeepStream
Distributed and multithreaded development
Real-Time inference
AI pipeline/processing optimization
Deploy and accelerate CV and AI models using CUDA, TensorRT, PyTorch, OpenCV

This is a deeply engineering-focused role with real ownership.

What Youll Do

You will build and ship product features across the Full Stack, owning backend in Python and frontend development equally.



Core Responsibilities

Build and maintain backend services in Python + FastAPI (APIs, business logic, integrations, data flows).
Design and implement clean, scalable REST APIs and service layers that power the product.
Integrate R D outputs (AI models, algorithms, internal services) into production through robust API layers and workflows.
Build and maintain the frontend in React (component architecture, state management, hooks, performance).
Own features end-to-end: requirements? backend design? API implementation? frontend integration? testing? deployment? monitoring.

MUST: Experience working at scale/scaled systems

We welcome AI Researchers, Applied Scientists, Machine Learning Engineers and Software Engineers with experience in large-scale systems and AI/ML to join Foundation AI, a new group focused on developing open-source LLMs (large language models) and other AI technology for cybersecurity.
Here, you will tackle ever-evolving challenges and leverage the dynamic AI landscape to craft solutions that transform the cybersecurity industry. You'll have the chance to build cutting-edge models and AI systems for cybersecurity. You'll gain deep expertise in the fields of both AI and security, engaging with all facets of Generative AI techniques and their deployment in production environments. You will collaborate with a talented team of researchers, engineers and security experts, and play a pivotal role in developing groundbreaking AI solutions. Shape the future of AI for Security with us and make an enduring impact on AI adoption across the world!
Develop and train cutting-edge AI models for the security domain.
Develop a platform for AI data processing, training, fine tuning, evaluation and other AI related needs.
Develop agentic systems that automate and uplift security operations.
Author blog posts, white papers and research papers related to developments in AI for the security landscape.
Collaborate with cross-functional teams of researchers and engineers to translate research ideas into products.
Contribute to our groups culture as an early member of the team.

We are hiring a Principal Algorithms Solution Architect to lead innovation in algorithm design and system architecture, delivering transformative solutions in graphics, vision, and AI for our next-generation iTero scanners.
The role is located in Petah Tikva or Caesarea
Key Responsibilities:
Lead and execute cutting-edge algorithmic challenges, driving knowledge and breakthroughs across the company.
Play a pivotal role in shaping our algorithmic strategy and influencing performance outcomes.
Provide guidance, mentorship, and leadership to teams, ensuring successful delivery across multiple projects.
Apply advanced troubleshooting skills and collaborate with R&D and Product teams to resolve complex technical issues and ensure system reliability.
Partner with stakeholders to anticipate future challenges and design innovative solutions.
Participate in all phases of the algorithm development cycle, from concept through deployment.
Identify risks in algorithm and system design and propose effective solutions.
Evaluate existing solutions and recommend improvements to enhance efficiency, scalability, and robustness.
Consistently demonstrate innovative thinking, systemic understanding, and strong cross-team collaboration.
Maintain a strong leadership presence, fostering accountability, growth, and high performance across the organization.

we are looking for a highly motivated, energetic, and self-driven engineer to join our Silicon Photonics product team.
You will work on projects collaboratively with cross-functional teams across the company, as well as develop imaginative, thorough, and practical application solutions separately.
In this position, we are looking for someone who can leverage their experience into a multifaceted technical leadership role - being an expert in our products for outbound activities, and representing the broad user base for inbound new product development.
In this position you will work at our office in Haifa, Israel.
Responsibilities:
Leading member of product development teams with engineering, representing the broad user base defining use cases and requirements, and performing post-implementation validation. Responsibility is to ensure we are implementing the right things to meet market expectations with competitive solutions.
Participate in key-design-ins acting as expert consultant, ensuring technical success, at times taking on the role of project technical leader.
Provide expert guidance to our field applications and direct customers in development of successful test solutions
Develop and deliver technical marketing presentations with clear and effective messaging
Co-develop user documentation and training for new products and features
Continually develop deep expert knowledge of our products and use models
Continually develop knowledge of semiconductor/Silicon Photonics test requirements and trends
Develop strong relationships with worldwide account teams and key customers.
Develop knowledge and expertise on semiconductor device testing.
Develop knowledge and expertise on Automated Test Equipment (ATE) - specifically the UltraFLEXplus family of testers - with a focus on our Silicon Photonics and Software product area, with addition of Digital, Serial and DC products as projects require.
Support customers on tester operation and capability.

Join the PHY system team, a pivotal part of silicon development. Our team focuses on the PHY and system aspects of our devices, including PHY firmware, calibrations, system definitions, operations, and post-silicon validation.
Key responsibilities include:
Working with the latest silicon technologies and processes to build large-scale, complex devices at the forefront of feasibility.
Contributing to the development of PHY firmware and system calibrations.
Participating in system definitions, operations, and post-silicon validation activities.

Join the PHY system team, a pivotal part of silicon development. Our team focuses on the PHY and system aspects of our devices, including PHY firmware, calibrations, system definitions, operations, and post-silicon validation.
Key responsibilities include:
Working with the latest silicon technologies and processes to build large-scale, complex devices at the forefront of feasibility.
Contributing to the development of PHY firmware and system calibrations.
Participating in system definitions, operations, and post-silicon validation activities.

We are excited to announce that the team is undergoing rapid growth, and we are looking for a C++ Software Developer.
Meet the Team:
Join the team developing a unified silicon architecture for web-scale and service provider networks. silicon team provides an outstanding, unique experience for ASIC and Software engineers by combining the resources offered by a sizable multi-geography silicon organization with the startup culture and breadth of growth opportunities that working in a smaller team can provide.
Your Impact:
Craft and develop software driving the world's most complex infrastructures
Gain intimate knowledge of world-class silicon and programming models
Work with architecture and design teams to define the next generation of ASIC products being developed