לוח משרות דרושים Deep learning researcher

Our team is looking for a Deep Learning Engineer.
We are one of the few companies to have trained multi-billion parameter Large Language Models (LLMs), a feat that involves the most advanced engineering (large scale distributed training on thousands of cores). Serving these LLMs efficiently requires cutting-edge technology as well. As a deep learning engineer on the team, you will be responsible for maintaining and improving our training infrastructure, developing/scaling/testing new ideas, and adapting our code to run on and best utilize the newest and most advanced hardware accelerators.
Role and Responsibilities:
Develop Large Language Models as part of our applied research projects and in support of our Platform, including designing, implementing and training massive-scale deep language models
Implement, optimize, scale and test new cutting edge ideas and architectures
Perform large-scale evaluations and comparisons of trained models across a range of benchmarks, as well as adding support for new benchmarks.

Our unique research team is expanding, we are looking for smart and humble team members to join the team and solve complex problems. Our technical challenges include developing new trading strategies, , improving the performance of our algorithms, finding new ways to beat the markets. As an ML researcher you will collaborate with our R&D team to execute live trading strategies. If you are looking to make an impact by putting into practice successful ideas and seeing immediately the outcome, make influence on financial performance this is a great opportunity.
In this role you will:
Mange and lead independent research applying ML/DL/Signal Processing/Data Mining to a wide variety of datasets.
Creatively find new trading strategies
Work with other team members to optimize Algorithms

We are looking for a Senior Data Scientist.
As a Senior Data Scientist, you will be part of a multidisciplinary AI team, working on AI-driven solutions in audio and text fields. You will apply deep learning techniques, to develop scalable AI models that directly impact senior care. You will collaborate closely with R&D teams, leveraging real-world data to build high-performance AI solutions. This is an opportunity to tackle complex, real-world challenges, drive cutting-edge AI research, and develop innovative solutions tailored to the needs of caregivers and healthcare providersall within a dynamic, fast-paced environment.
Key Responsibilities:
Develop and optimize data pipelines and deep learning models with a focus on Natural Language Processing (NLP).
Take ownership and lead end-to-end delivery, from innovation, experimentation, and research to full development and deployment to production.
Lead research initiatives to solve complex data science challenges, applying deep learning techniques.
Continuously monitor and refine model performance, ensuring high accuracy, efficiency, and reliability.
Work closely with Product, Clinical team, and R&D teams to align AI innovations with company objectives.
Solve non-trivial, non-classical data science challenges using creative and outside-the-box thinking.
Work in a fast-paced startup environment, contributing to the development of cutting-edge AI-driven solutions.

we're on a mission to shape the future of the shipping industry through cutting-edge autonomous ship technology. Our solutions empower teams both on the ship and ashore to make informed decisions that dramatically enhance safety, reduce fuel consumption, improve navigation, and minimize environmental impact.
We integrate state-of-the-art technologies like computer vision and augmented reality, ensuring that we create solutions that improve operational efficiency and promote safer, greener shipping practices. At we are committed to making a positive difference for both the environment and the people who rely on safe, efficient shipping practices. Join us as we work towards a safer, greener future for the maritime industry.
Our AI-driven technology operates across a global fleet, analyzing raw camera data to perform object detection, depth estimation, tracking, and collision predictionmaking the seas safer, smarter, and more efficient.
If you're passionate about deep learning, computer vision, and real-world AI applications, and want to be part of a dynamic, innovative team, this is your opportunity to make a real impact!

What will you do?
Experience with Vision Transformers, Graph Neural Networks, or Autoencoders.
Knowledge of Projective Geometry, SLAM, or camera calibration techniques.
Hands-on experience with NVIDIA Jetson or edge computing platforms.
Familiarity with maritime technology or autonomous systems.

We are seeking a passionate and experienced Algorithms Team Leader to lead our Computer Vision and Deep Learning team. This is a hands-on leadership role combining technical expertise, strategic thinking, and team mentorship to drive the development of cutting-edge AI-powered solutions.

As the Algorithms Team Leader, you will be responsible for leading a team of talented algorithms developers in researching, designing, developing, and deploying advanced algorithms from research to scalable production systems. Youll be instrumental in shaping the future of our AI capabilities and driving innovation within the team and across the organization.



Responsibilities

Lead and grow a high-performing team of algorithm engineers in the fields of computer vision, deep learning, photogrammetry, and robotics.
Work hand-in-hand with both the CTO office and the product team to shape and execute our AI and algorithms roadmap, ensuring that our innovations translate into business impact. Represent the team in technical and strategic discussions, both internally and externally.
Serve as a key liaison between the algorithms team and other departments, ensuring alignment on plans, project goals, and deliverables with both technical and non-technical stakeholders.
Collaborate closely with cross-functional teams, including software engineers, product managers, and QA, to ensure alignment on project goals and successful integration of AI features.
Oversee the full algorithm development lifecyclefrom concept and research to implementation, integration, and deployment.
Contribute to the development of intellectual property, including patents and technical publications. Identify new trends and drive adoption of state-of-the-art techniques to maintain our leadership in the domain.

Required Senior Deep Learning Algorithm Developer- L2++ Group
We are looking for passionate individuals who want to make a real impact, working on state-of-the-art AI solutions that save lives and transform the driving experience. Join us in shaping the next generation of automotive technology.
Responsibilities
As part of the algorithm team for the next generation of autonomous driving, you will:
Understand deeply, implement, train, and evaluate recent state-of-the-art algorithms in computer vision (e.g. object detection, semantic segmentation, self-supervised learning, vision transformers) for various domains, including ground-view images and satellite/aerial images.
Adapt algorithms into robust and scalable production-ready algorithms. Write clean and efficient code, ensuring compatibility with existing systems and frameworks and real-time needs. Take full responsibility for your algorithms end-to-end until deployment on the edge device for production.
Develop and implement new computer vision algorithms (architectures, loss functions, post processing, training and evaluation methods) that surpass SOTA algorithms and achieve desired performance levels in our domain.

Required Deep Learning Team Leader - L2 Group
We are looking for passionate individuals who want to make a real impact, working on state-of-the-art AI solutions that save lives and transform the driving experience. Join us in shaping the next generation of automotive technology.
As a Deep Learning Team Leader - L2 Group, you will be responsible for designing and implementing state-of-the-art deep learning algorithms that support our vision-based projects. You will collaborate with cross-functional teams to solve complex computer vision challenges and deliver high-quality solutions. Additionally, you will analyze and optimize neural network architectures for speed, accuracy, and robustness, and stay up-to-date with the latest research in the field to bring new ideas and techniques to the team. Your role will also include mentoring junior team members and contributing to the growth of the team's skills and capabilities.
The ideal candidate should have a strong background in deep learning, machine learning, and programming, with a proven track record of developing and deploying successful deep learning models.
Responsibilities
Develop and implement state-of-the-art deep learning algorithms for computer vision applications in the automotive industry.
Collaborate with cross-functional teams to solve complex computer vision challenges and deliver high-quality solutions.
Analyze and optimize neural network and SOC architectures for speed, accuracy, and robustness.
Stay up-to-date with the latest research in the field and bring new ideas and techniques to the team.
Mentor team members and contribute to the growth of the team's skills and capabilities.
Work with co-architect on creating new NN from scratch and leading the team technologically.

We are looking for an experienced Senior Algorithm Engineer with expertise in Computer Vision to join our AI team. In this role, you will design, develop, and optimize state-of-the-art vision-based algorithms that power our AI-driven solutions. You will work with large-scale real-world data, contribute to cutting-edge research, and play a key role in bringing advanced AI capabilities to millions of users worldwide.
Responsibilities:
Design, develop, and optimize Computer Vision and Deep Learning algorithms for real-time AI-driven applications.
Work with large-scale visual datasets to train, test, and validate models.
Research and implement state-of-the-art machine learning techniques, including object detection, image segmentation, scene recognition, and 3D processing.
Enhance the efficiency, accuracy, and robustness of existing vision-based models.
Collaborate with software engineers, data scientists, and product teams to integrate algorithms into AI-powered platform.
Stay up to date with the latest advancements in Computer Vision, AI, and Generative Models.

We are now looking for a Solution Architect - Deep Learning based in Israel. The individual will collaborate with brand-new Agentic and Physical AI tools alongside Machine learning, Deep Learning, and Data analytics to improve workflows and develop groundbreaking solutions.

What You'll Be Doing:
Assisting field business development in guiding the customer through the sales process for GPU Computing products, owning the technical relationship and assisting the customer in building innovative solutions based on our technology.
Be a motivating leader in integrating our technology into HPC architectures to support scientific and engineering applications.
Be an internal champion for Deep Learning and Data Science among the technical community.
Develop demo solutions and showcase to the AI ecosystem.

Were looking for a Computer Vision Research Scientist to join our amazing growing team where each team member makes an impact.
Responsibilities:
Conduct research and development in computer vision and image processing
Design, implement, and integrate computer vision and machine learning algorithms and prototypes and assist in the transition into products and services
Interact with and support multiple research teams ranging from research scientists to engineers to manufacturing and retail
Work between multiple business units and sub business units including managing meeting flows, presenting data, building, and maintaining relationships.
integrate the latest high impact ML and AI technologies into our process.
Job Type: Full Time, Part Time
Job Location: Beer Sheva, Hybrid, Tel-Aviv.

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.

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 NVIDIA's 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.

We are looking for a Computer Vision Researcher.
Responsibilities:
Conduct advanced and creative research in computer vision and machine learning to address challenges in different application areas
Collaborate on exploring research directions that align with product vision and have the potential to enhance its development and integration 
Publish research work in top-tier conferences such as CVPR, ICCV, ECCV, NeurIPS, ICLR, ICML
Collaborate with other research scientists to brainstorm ideas
Attend relevant conferences and workshops to present research findings and stay up-to-date with the latest trends in the field .

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.

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.

At UVeye, we're on a mission to redefine vehicle safety and reliability on a global scale. Founded in 2016, we have pioneered the world's first fully automated suite of vehicle inspection systems. At the heart of this innovation lies our advanced AI-driven technology, representing the pinnacle of machine learning, GenAI, and computer vision within the automotive sector.
With $400M in funding and strategic partnerships with industry giants such as Amazon, General Motors, Volvo, and CarMax, UVeye stands at the forefront of automotive technological advancement. Our growing global team of over 200 employees is committed to creating a workplace that celebrates diversity and encourages teamwork. Our drive for innovation and pursuit of excellence are deeply embedded in our vibrant company culture, ensuring that each individual's efforts are recognized and valued as we unite to build a safer automotive world.
We are looking for an experienced Senior Deep Learning Engineer with proven capabilities to lead the development of new products from concept to production. In this role, you will be a part of a highly talented team to drive UVeye’s inspection portfolio, while creating diverse Machine and Deep Learning algorithmic solutions.

A day in the life and how you’ll make an impact:
* Design and Development of novel robust and efficient Machine Learning/ Deep Learning algorithms for major Vision challenges.
* Create Proof of concept for new products and technology.
* Evaluate and benchmark different algorithms on unique proprietary datasets.
* Collaborate with team members to define future technology and features.

We are looking for a capable and experienced Sr. Deep Learning Engineer to join our R&D team. The engineer will work on devising, developing, and integrating novel deep vision-based Perception algorithms at the heart of our autonomous driving system, with a particular focus on object detection and tracking. This is an opportunity to work on cutting-edge deep vision methods, develop and innovate new ideas, and see them deployed on the road in our autonomous vehicles. Responsibilities:
* Work closely with deep learning engineers and tech leaders across the company, demonstrating flexibility and effective communication in a global, multi-time-zone environment.
* Supervise complex data pipelines, from the collection stage, through annotation, to models training.
* Design and optimize deep neural networks, involving innovative feature engineering.
* Take an End-to End responsibility over medium to long-term projects.
* See projects through from research to deployment.
* Devise and implement performance metrics.
* Communicate, present and visualize results.
* Align the algorithms with the product needs.