דרושים » מדעים מדוייקים » Senior Deep Learning Researcher

We are looking for the best minds and spirits to join us in our journey. We know our product is only as great as the individuals building the hardware and software and harnessing data for worthy causes. Being a great team member means being eager to learn and grow, able to challenge and accept being challenged, and working for the team and the product with enthusiasm and passion.

The Senior Data Scientist is a unique position, bringing CTO-grade capabilities to the incubation and initial launch process of our products. As the data scientist you understand the physics underlying the product, devise the mechanism of its operation, work together with R&D to develop it, and then analyze results coming from customer installations. Your data analytics insights feedback into the development cycle, while your quick fixes to the AI models enable rapid response to product gaps discovered.

The Senior Data Scientist at will report to the VP Product.

Responsibilities:
Develop deep expertise in our Photonics technology stack and its applications.
Collaborate with expert colleagues in AI, data analytics, physics, weather services, and satellite imagery.
Gain a deep understanding of the physics behind each product feature, develop the operational methodology, and collaborate with R&D to design, build, and deploy it.
Work closely with R&D to translate product concepts into deployable features.
Analyze data from real-world customer deployments to identify product gaps and refine AI models.
Rapidly implement AI-driven improvements to enhance customer experience and inform future product iterations.

The Director of AI is responsible for leading all aspects of Deep Learning, Machine Learning, and Signal Processing research for our products. The AI team supports all of our market segments, including power lines, border security, oil and gas pipelines, and more. This leadership role drives the development and implementation of complex algorithms across our product portfolio and plays a key role in enhancing our companys ability to interpret seismic and acoustic signals captured by our unique fiber sensing technology.

Were seeking a visionary leader who is an expert in deep learning and passionate about pushing the boundaries of our technology. The ideal candidate will bring infectious enthusiasm to the team, inspire innovation, and pursue excellence. They must be able to articulate complex concepts clearly, make decisive choices, and focus on key product capabilities with a forward-thinking strategy.

Responsibilities:
Lead and inspire three high-performing algorithm teams by setting clear goals, creating effective work plans, and conducting regular progress reviews.
Implement necessary organizational adjustments to optimize team dynamics and ensure seamless alignment with company objectives.
Foster a team culture that emphasizes professionalism, accountability, collaboration, and quality.
Lead the development of advanced AI models tailored to our market segments. Take full ownership of designing, training, and deploying AI components for cloud data pipelines and edge computing services.
Establish a robust framework for continuous updates and field integration, driving consistent improvements in KPIs and model generalization.
Clearly articulate the capabilities and value proposition of our AI models to stakeholders, including technical customers and executives. Provide insightful analysis of risks and opportunities to support critical company decisions regarding market strategy and product development.
Foster close relationships with our data engineering, edge computing, optical systems, project management, and product teams. Lead the effort in building a scalable, future-proof infrastructure that supports efficient development, ensures operational continuity, and facilitates the rapid scaling of AI initiatives.

We are looking for an experienced Deep Learning Researcher to join our elite research department. The position aims to explore and implement cutting edge computer vision algorithms in order to solve in the wild problems in the highly challenging environment of physical retail stores.
A day in the life:
Address real-world problems for which no off the shelf solutions exist. Harness the latest advances in multi-view video recognition, foundational models for computer vision, and sensor fusion
Rely on huge data continuously harvested from stores empowered by our system
Collaborate with fellow researchers specializing in an array of different disciplines
Write production-grade code; Work side-by-side with top notch engineering teams in order to integrate your solutions into our system
See the bigger picture; take the system as a whole into account while designing algorithmic solutions.

As a Tech Leader in the AI Algorithm Engineering group, you will play a pivotal role in both managing end-to-end AI research and development efforts and hands-on involvement in key-initiatives. Your responsibility will include design, implementation, guidance and mentoring for team members, and representing the AI considerations in cross-team discussions. You will leverage your extensive experience to lead multiple AI projects, and will be a key figure in leading successful execution and in finding creative solutions to difficult bottlenecks, across data, AI, engineering and product considerations.
Responsibilities:
Lead the design, development, and implementation of accurate and robust AI algorithms for medical data with a hands-on approach.
Collaborate with cross-functional teams, including data scientists, software engineers, product managers and clinical data experts, to ensure AI considerations have a profound impact on R&D and Product decisions across the projects.
Design and conduct research and experimentation to improve algorithm performance and accuracy.
Stay at the forefront of the latest advancements in AI and machine learning, particularly in the medical domain, and drive their adoption within the team.
Oversee multiple projects, ensuring successful execution, timely delivery and alignment with product and business objectives.
Provide strategic direction and technical mentoring to elevate the capabilities of the AI team.

We are looking for a passionate Senior Data Scientist, to work end to end on some of our core problems. Solving these will help drive revenue and improve decision making.
As a Full Stack Data Scientist you will be handed with a business problem and will be asked to provide an end to end solution - Unpack and thoroughly understand the business problem, define the strategy to deal with it and develop & deploy your solution along with relevant support.

What you'll be doing:
Design and implement end-to-end solutions from business needs all the way to live deployment.
Monitor and own models in production.
Model, design, and implement machine learning and data mining algorithms
Perform deep data analysis to evaluate performance and recommend improvements.
Help, guide and support our business partners to allow for scale and accuracy while adopting your solutions.

Required Data Flow Compiler Engineer
Description
A leading high-tech company, developing top-performing AI processors for edge devices in various industries. We combine an extensive understanding of the way neural networks operate, with our teams expertise in SW and HW architecture, to develop products that transform the way we use machines to perceive and analyze the world around us.
Our company is led by a group of experts from a wide range of disciplines, combining experience from elite intelligence units as well as leading tech companies in Israel and abroad, with a track record of executing complex projects from the ground up. As an AI chip company, we believe that AI can help us create a better, safer, more productive, and more convenient world. For this to happen, AI needs to be available at scale and on the edge.
To this end, our team of hardware and software leaders is developing top-performing AI processors, dedicated to AI tasks on edge devices in a wide variety of applications and industries including smart cities, automotive, manufacturing, agriculture, retail, and many more. With hundreds of customer programs around the world, and a wide ecosystem of software and hardware partners, we are leading the edge AI revolution.
In this position
As a team member of the team, you will work on several challenging fronts, implementing different algorithms for resource allocation, mapping, HW-specific features, and optimizations in C++. Help build and develop our dataflow compiler, an innovative unique toolchain that takes real-world AI models and compiles them to our breakthrough processors.
The role involves a deep understanding of our architecture and has an extensive direct impact on our products.
Responsibilities
Design and develop a multidisciplinary system for machine learning.
Work in different SW environments: C++, Python, AI frameworks.

We are looking 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.

We are offering you to take a vital role in our research team that is responsible for constantly driving forward our ability to detect accessibility issues, enhancing the intelligence of our platform to provide customers with insights and usability enhancements that allow them to work more efficiently, and building innovative new products

To achieve those ends the team employs classic algorithms, data analysis, machine learning and generative AI.

You will be joining a team of highly professional and innovative engineers and scientists that are driven by passion for the domain and the mission of the company. We value scientific and engineering excellence, are committed to creating high impact products that reach our customers and work in collaboration with each other in an egoless environment.

Your Impact:
Research, design and implement new detection algorithms for web accessibility issues and improve existing ones.
Ensure all research is well documented and reproducible.
Build and enhance tools that enable data collection, labeling and analysis at scale for research purposes.
Integrate new models and algorithms into existing products.
Build interfaces for projects in the POC phase to enable demonstration and the collection of feedback from internal users and select design partners.

Were based in Tel Aviv, 5 minutes from Hashalom train station, and Yehudit light train station, and we have our own parking lot. We work in a hybrid mode, with flexible working hours.

We are looking for an exceptional technical instructor and content developer to deliver workshops related to our AI compute and network solutions. This role will take active part in crafting high-quality training content including, hands-on workshops, instructor-led and e-learning courses, for our partners, customers and end-users. The work involves collaborating with internal and external subject matter experts to develop training, focusing on how to design, deploy, configure, optimize and manage accelerated computing solutions across a wide range of workloads such as AI, ML/DL, data science, and high performance computing.

What you'll be doing:

Deliver remote and in-person technical training related to our AI Infrastructure solutions

Develop high-quality hands-on workshops and e-learning training for our customers, partners and end-users, as an integral member of the Education Services content development team.

Partnering with subject matter experts (SMEs) from us and industry-leading organizations to draft training proposals aligned with key market segments and developer audience.

Creating lab-based training that includes compelling diagrams, explanatory videos, interactive hands-on exercises/assessments to leverage our solutions by collaborating with internal and external subject matter experts to help them solve real-world problems.

Collaborating with SMEs to integrate key features of our solutions into compelling, project-based learning experiences.

Developing instructor delivery notes, certification criteria and assessment materials.

Participating in internal test-flights and dry-run deliveries to ensure high-quality training material and that instructors are prepared to consistently deliver high-quality an exceptional learning experience.

Engage with regional teams to support training localization and deployment.

Actively seeking feedback from instructors, students, and industry partners to up-level the training.

Peer-reviewing, copy editing and providing feedback on training developed by other members of the team.