דרושים » הנדסה » Research Scientist, Sensing

Were on a mission to redefine vehicle safety and reliability on a global scale. Founded in 2016, we have pioneered the worlds first fully automated suite of vehicle inspection systems, with advanced AI at the core, spanning Machine Learning, GenAI, and computer vision across the automotive sector. With close to $400M in funding and strategic partnerships with industry giants such as Amazon, General Motors, Volvo, and CarMax, we stand at the forefront of automotive technological advancement. Our growing global team of over 300 employees is united around a culture of innovation, excellence, and teamwork as we build a safer automotive world.
We are looking for an experienced Research Scientist, Foundational Models to drive our long-term foundational model effort. You will design and train a single model that unifies all of our inspection segments (cars, trucks, fleets, tires, undercarriage, and future verticals) and serves as the basis for distillation into smaller, cheaper production models.
A day in the life and how youll make an impact
* Design and run large-scale pretraining experiments over our multi-segment inspection data.
* Develop self-supervised and multi-task learning recipes that transfer cleanly across vehicle segments and use cases.
* Build distillation pipelines that hand off compact, efficient models to production teams.
* Drive fast-adaptation methods so new segments and customers can be onboarded with minimal labels.
* Set and uphold ourresearch bar through rigorous evaluation, ablations, and publication-quality work.

Founded in Tel Aviv in 2016, we are computer vision and data company that creates automatic vehicle inspection systems to encourage road safety and increase transparency across the automotive industry. With key partnerships including General Motors, Volvo, and CarMax among others, our technology is utilized in manufacturing plants, dealerships, wholesale auctions, delivery fleets, security checkpoints, and more. With over $380M in funding and strategic partnerships with industry giants such as Toyota, Amazon, General Motors, Volvo, and Hertz, our technology is utilized in manufacturing plants, dealerships, wholesale auctions, delivery fleets, security checkpoints, and more. Our growing global team of over 250 employees is committed to creating a workplace that celebrates diversity, encourages teamwork, and strives for excellence.
We are looking for a Squad Leader to join our engineering leadership team, reporting directly to the VP of Engineering. In this leadership role, you will own & manage a multi-disciplinary squad spanning AIgo, Full-Stack, AIOps, QA, and data - accountable for delivery, people, and business outcomes. You will work closely with a Principal Product Manager who sets direction, and directly manage a Product Owner Embedded in your squad.
Heres what youll be doing:
* Own your squad's delivery end-to-end - planning, prioritization, dependencies, risks, and outcomes.
* Drive accountability: commitments are kept, blockers surfaced early, quality is non-negotiable.
* Directly manage all engineers and the Product Owner in your squad, supported by functional guilds.
* Run 1:1s, give meaningful feedback, support growth, and build a high-accountability team culture.
* Provide technical guidance in close partnership with Principal Architects and senior engineers.
* Stay engaged enough to earn trust, spot risk early, and make informed trade-off calls.
* Connect your squad's work to our business outcomes. Always ask why it matters before deciding what to build.
* Participate actively in leadership discussions on roadmap, resourcing, and strategy.

we are looking for a AI/ML Applied Researcher.
As AI Applied Scientist, youll be at the intersection of advanced technology and meaningful impact with clear business cases. You will have access to real-time (RT) big data from multiple Sensors & Data sources, and a chance to discover, explore, research, and develop cutting-edge solutions that directly impact industrial manufacturers around the globe. As part of the Applied AI/ML Science team, you will have the opportunity to continuously grow and learn while building and deploying advanced models directly into our products, and stay at the forefront of the technologies in the world, witnessing firsthand their impact on our customers.
A Day In Your Life:
Own the algorithm lifecycle from problem definition and data analysis to prototyping and delivering production-ready models.
Research, design, and build anomaly classification, predictive, insights, recommendations, and other types of models from various data sources, including sensor time-series data, textual data, images, and more.
You will Ensemble multi-modalities by exploiting and enriching the most from our data collections platform and feature extraction and store phases, using classic statistical methods, deep learning, Transformers, Graphs, Foundations Modules (as TSFM, Graph Transformer, TGNN), and any available technology to extract recommendations for taking real-world, life-changing actions.
Engage with customers and collaborate with our product team to develop innovative solutions utilizing new types of data.
Work with cloud-based big data platforms for training, distributed processing & experiments tracking (e.g., Metaflow, Grafana, Outerbounds, Databricks).
Partnering and contributing to modern technologies: LLMs and agents (GPT, Claude, Gemini), defining & building Gurdrails, reasoning chain as function call, planning, ML-based vectorization and embeddings, and stream analysis.
As part of our hybrid working policy, you will be expected to work from the office at least twice weekly, which includes at least one day in Haifa.

We are seeking a Senior Deep Learning Researcher for an excellent opportunity! This role provides an outstanding opportunity to engage in groundbreaking innovation and contribute to advancing diffusion-based technologies. You will work with pioneering methodologies and tools, crafting solutions that push the boundaries of AI capabilities.
Joining us means being part of a phenomenal team renowned for its inventions, such as our Cosmos, Llama-Nemotron, Sana, and contributing to impactful work that influences various applications. We offer a collaborative environment that fosters professional growth. You will have the opportunity to collaborate with some of the brightest minds in the field, both within our global network and with leading companies worldwide, making this role perfect for those passionate about advancing AI technology and eager to make a significant impact on the future of the field.
What you'll be doing:
Invent and build ground-breaking techniques for efficient multi-modality model creation and publish the findings in leading journals and conferences.
Combine traditional diffusion technologies with the latest and greatest LLMs.
Contribute to our AI enterprise software to ensure robust and scalable solutions.
Collaborate with internal and external teams worldwide to drive research and development in multi-modal learning, using different professions and resources across the company.
Partner with leading scientific organizations and industry pioneers to remain at the forefront of technological advancements and integrate the latest innovations into practical applications.

Required Data Researcher
Israel - Tel Aviv
About the role:
As a Data Researcher, you will own one of the companys most critical assets: the accuracy, robustness, and performance of what is widely recognized as the leading e commerce fraud decisioning system in the industry.
In this role, you are expected to think creatively and push boundaries. You will design smart logical and technical solutions to real and constantly evolving business challenges faced by some of the worlds largest and most sophisticated online retailers. Your work will operate at the intersection of deep data research, production systems, and real world impact.
You will also have exposure to key customers, working closely with them to deliver analytical insights and adapt solutions to their unique needs. This direct connection between research, product, and customer impact is a core part of the role.
You will join a high caliber, fast moving research group with a strong culture of excellence, curiosity, and ownership. We work in an informal, collaborative environment where strong opinions are welcome and great ideas move fast. The role offers meaningful growth opportunities, with clear paths toward both senior individual contributor and managerial tracks, depending on where you want to take your career.
Your work will directly shape our product, protect millions of consumers and merchants, and help define the future of trust in digital commerce.
What you'll be doing:
Invent, design, implement, and continuously refine the core decisioning logic and models that run in our live production systems
Research complex fraud patterns, adversarial behaviors, and emerging global threats at scale
Leverage rich and diverse datasets to generate actionable insights, build new system components, and advance feature engineering efforts
Develop, prototype, and automate tools and processes that improve the accuracy, scalability, and efficiency of our systems
Collaborate closely with Data Scientists, Analysts, Researchers, and Engineers to build the next generation of our AI driven technology.

At Lumissil, we are driving innovation in automotive technology, developing solutions that power the next generation of vehicles. We are looking for a Junior Engineer who is eager to learn, grow, and make an impact in a dynamic and innovative environment. This is a unique opportunity to work alongside experienced professionals, gain hands-on experience, and contribute to projects at the forefront of automotive electronics. If you are passionate about technology, curious to explore new challenges, and excited to make a real difference, Lumissil is the place to develop your skills, innovate, and grow your career. Why join us?
* Work on cutting-edge automotive projects
* Learn from a talented and supportive team
* Gain exposure to real-world automotive challenges
* Grow your career in a collaborative and inspiring environment If you’re ready to take the next step in your career and be part of something meaningful, we’d love to meet you! About The Position: As a Junior ASIC Design Engineer at Lumissil, you will take part in the full lifecycle of advanced chips that power the next generation of vehicles. This is a hands-on, growth-oriented role where you’ll work closely with experienced ASIC engineers, gain exposure to real silicon, and build a strong foundation in chip design and verification. In this role, you will:
* Be part of a professional ASIC team working on cutting-edge automotive solutions
* Support and learn from real emulation platforms used in production-grade designs
* Contribute to RTL implementation and gain practical experience in design flows
* Assist with verification and backend (BE) activities, learning industry best practices
* Participate in silicon bring-up, seeing your work come to life on real hardware This position is ideal for curious engineers who want to learn fast, take ownership, and grow into a key contributor in the world of automotive semiconductor design.

We are looking for exceptional senior chip architects to join a world-class team that is reinventing how workloads run at scale.

As a Chip Architect, you will define architecture and micro-architecture across the complete product lifecycle - from initial requirements and early-stage technology exploration through design, implementation, and production deployment. You will explore and analyze architectural options for current and next-generation solutions, including new physical layer (PHY) and interconnect technologies, innovative protocols, and fundamental improvements to our hardware and software stack to make us the best place to run ML workloads and establish Annapurna Labs solutions as the industry-leading platform for Training and Inference workloads.

This role requires a top-down understanding of our complete solution stack, including system architecture, software stack, chip architecture, and microarchitecture. You will work in close collaboration with multiple groups - Software, Silicon engineering, System and Platform teams, and cross-functional teams across us. Your architectural decisions will influence the design of chips deployed on millions of servers worldwide, powering the future of AI, machine learning, and general-purpose compute. This is an opportunity to have large-scale impact on how the world builds and deploys infrastructure.

We arelooking for a deep learning engineer experienced with computer vision to join our DL algorithms Team. We are dealing with a variety of tasks such as regression, segmentation, classification and detection while editing millions of images every week for professionals, and holding tens of millions edited images by professionals used as datasets.
Responsibilities
Design, development and bring to production novel, robust and efficient deep learning algorithms in the field of computer vision.
Create proofs of concept for new products and technology.
Evaluate and benchmark different algorithms for unique, proprietary datasets.
Collaborate with team members to define future technology and features.

Required Forward Deployed Engineer II, GenAI, Cloud
About the job
As a Generative Artificial Intelligence (GenAI) Forward Deployed Engineer, you will be an embedded builder bridging the gap between frontier artificial intelligence (AI) products and production-grade reality for our customers. You will function as a builder-consultant, moving beyond high-level architecture to code, debug, and jointly ship bespoke agentic solutions directly within the customers environment.
In this role, you will manage blockers to production including solving the integration complexities, data readiness issues, and state-management issues that prevent AI from reaching enterprise-grade maturity. By embedding with accounts, you will serve a dual purpose: providing white-glove deployment of AI systems and acting as a critical feedback loop, transforming real-world field insights into our future product roadmap.It's an exciting time to join our Go-To-Market team, leading the AI revolution for businesses worldwide. Youll excel by leveraging our brand credibility-a legacy built on inventing foundational technologies and proven at scale. Well provide you with the world's most advanced AI portfolio, including frontier Gemini models, and the complete Vertex AI platform, helping you to solve business problems. Were a collaborative culture providing direct access to DeepMind's engineering and research minds, empowering you to solve customer challenges. Join us to be the catalyst for our mission, drive customer success, and define the new cloud era-the market is yours.
Responsibilities
Serve as the primary developer for AI applications, transitioning from rapid prototypes to production-grade agentic workflows (e.g., multi-agent systems, Model Context Protocol (MCP) servers) that drive measurable return on investment.
Architect and code the connective tissue between our AI products and customer's live infrastructure (e.g., APIs, legacy data silos, and security perimeters).
Build high-performance evaluation pipelines and observability frameworks to ensure agentic systems meet rigorous requirements for accuracy, safety, and latency.
Identify repeatable field patterns and technical friction points in our AI stack, converting them into reusable modules or product feature requests for the engineering teams.
Deliver engineering excellence by mentoring talent, co-building with customer teams, and influencing cross-functional strategies to uplevel organizational technical capabilities.

The MLIL FLOW team is looking for a Senior Software Development Engineer to lead the design and delivery of systems software for our next-generation ML accelerator servers. We build production software to validate, initialize, monitor, and qualify these servers - from first silicon through fleet-scale deployment. We work on the physical systems that execute ML workloads: Server bring-up, hardware diagnostics, interconnect validation, power/thermal monitoring, and fleet-scale operations are our bread and butter.


Key job responsibilities
Lead the architecture and implementation of hardware validation and diagnostic software for new ML acceleration platforms.
Drive technical direction for PCIe validation, power/thermal diagnostics, and stress-testing frameworks that run across manufacturing, vetting, and production environments.
Own subsystems end-to-end: from design through implementation, testing, deployment, and operational excellence at fleet scale.
Work with Hardware, Manufacturing, EC2 teams to create coordinated software packages that enable both qualification and rapid deployment.
Debug and root-cause complex hardware/software interaction failures on first silicon and production fleet returns; drive root-cause to closure.
Build and maintain data pipelines, dashboards, and monitoring systems for fleet health and performance benchmarking.
Mentor engineers, define best practices, drive design reviews, and raise the bar for the team.
Lead multiple development initiatives in parallel, balancing schedule, risk, and technical quality across a fast-moving hardware program.