דרושים » מדעים מדוייקים » Algorithm ISP/CV Tech Lead

Requirements:
* A Masters or Ph.D. in Computer Science, Engineering, Mathematics, or a related field.
* 5+ years of industry experience in developing and productizing computer vision and deep learning algorithms.
* 3+ years of experience working on major AI vision problems in detection, classification, and segmentation with a proven track record of successfully leading algorithm teams
* Hands-on research and industry experience with a proven track record
* Experience in managing different algorithm team members such as ML & CV developers
* Experience with Major Deep Learning Frameworks (such as PyTorch, TensorFlow, etc.).
* Experience in the fields of: Semi-supervised learning/ Unsupervised learning/ Active learning/ Reinforcement learning/ Radiance fields/ Tracking / Identification / Image Retrieval / Anomaly Detection / Pose Estimation / OCR - Advantage
Attributes
* Comfortable in unexplored territory
* Possess the skill to break down intricate problems into manageable parts, followed by proposing effective and actionable solutions
* Maintain a steadfast focus on delivering not just insights but actionable results that have a measurable impact on the project or the organization
* Good communication skills with a can-do attitude.
* Agility and multitasking, Independent and self-motivated.
* Good time management, task prioritization skills, and accountability.
* Excellent English.

Why us: Pioneer Advanced Solutions: Harness cutting-edge technologies in AI, Machine Learning, and computer vision to revolutionize vehicle inspections. Drive Global Impact: Your innovations will play a crucial role in enhancing automotive safety and reliability, impacting lives and businesses on an international scale. Career Growth Opportunities: Participate in a journey of rapid development, surrounded by groundbreaking advancements and strategic industry partnerships.

Requirements:
Independence and resourcefulness, ability to come up with innovative solutions and evaluate them quickly
2+ years of hands-on industry experience in Machine Learning/Deep Learning (utilizing standard frameworks such as TensorFlow, PyTorch, Hugging Face, etc...)
Experience writing production-grade code
M.Sc. in Computer Science, Software Engineering, Electrical Engineering, Mathematics, Physics or equivalent research experience
Understanding of Machine Learning and Deep Learning fundamentals
Proficient in Python development
Proficient in data exploration, manipulation and visualization
Advantage for practical NLP experience

Requirements:
* MS. C. in CS, EE, or related field
* 5+ years of industry experience in the development and productization of deep learning algorithms
* Hands-on research and industry experience with a proven track record
* Experience with major deep learning frameworks (such as PyTorch, TensorFlow, etc.)
* Full proficiency in Python
Attributes:
* Comfortable in unexplored territory
* Possess the skill to break down intricate problems into manageable parts, followed by proposing effective and actionable solutions
* Good communication skills with a can-do attitude
* Agility and multitasking, Independent and self-motivated
* Good time management, task prioritization skills, and accountability

Requirements:
5+ years experience in a similar role in the industry
Mathematics background and understanding of deep learning networks
Experience with PyTorch and/or TensorFlow
Excellent Python programming skills
Ability to clearly analyze computer vision challenges and to collaborate with a team of experts to create cutting-edge solutions in classic computer vision and machine learning/deep learning
B.Sc. in math, physics, electrical engineering, computer science or similar; M.Sc. is strongly preferred, specifically with a computer vision theoretical background

Requirements:
- Master's degree in engineering required (software, computers, mathematics, physics, etc.) - 5+ years of experience in the development and production of computer vision algorithms and deep learning algorithms. - High proficiency in scientific programming languages such as Python. Especially with deep learning libraries. - Knowledgeable with neural networks model architecture, distributed computing, cloud native services and Agile software development practices.
We are looking for a creative vision in you, the ability to lead tasks independently and also to be an active and dynamic team member with exceptional interpersonal communication. This is a great opportunity to join us in a company that has a very strong influence on the medical era with a strong and well-established technological breakthrough!

Requirements:
To be successful in this role, were seeking the following:
Ph.D. in Computer Science, Computational Linguistics, or a related field, with a specialization in natural language processing (NLP), machine learning, or a specific focus on Large Language Models.
Optional but highly desirable: Postdoctoral research experience or industry research experience in the area of Large Language Models or closely related fields.
Significant years of research experience in the field of natural language processing, machine learning, or data science, with at experience specifically focused on Large Language Models.
Experience in utilizing a range of machine learning frameworks and tools, such as TensorFlow, PyTorch, or similar, for the development and testing of language models.
Proven ability to collaborate effectively with multidisciplinary teams, including data scientists, engineers, and product managers, in bringing research concepts to prototype or production stages.
Familiarity with current ethical considerations related to Large Language Models, including issues of fairness, transparency, and bias.

Requirements:
Vision: The ideal candidate will be able to challenge our existing concepts and lay out a technology roadmap for the organization
7 years experience as backend / full stack developer in a development team in a SaaS company
At least 3 years hands on experience in python, react, GCP & Big Query
Experience with data pipeline tools such as Airflow / KFP / Prefect
Experience with k8s, helm, terraform and CI/CD pipelines
Deep understanding of architectural concepts and best practices
Experience working in a cloud environment
Strong interpersonal skills
BSc degree in Computer Science or an equivalent
Advantage if you have:
Experience in data science methodologies and practices
Strong product & UX understanding
eCommerce experience from a business or technology background.

Requirements:
-       University degree in Computer Science, Electrical Engineering or similar.
-       Professional experience (3-5 years) in the area of AD system architectures, function development or integration and an overview of AD technologies and requirements.
-       Strong communications and presentation skills.
-       Teamplayer, self-driven and able to work independently.
-       Native-level Hebrew skills required as well as fluency in English. Professional working proficiency in German a plus.
-       Willing to travel regularly (mainly to Munich, Germany).

Requirements:
BSc in Mechanical Engineering / Computer Science / SW Engineering / EE or related field
Passionate about robotics
In-depth understanding of mechanics and kinematics along with the linear algebra and 3D geometry
3+ years' experience in ROS/ROS2 robotics development (C++)
3+ years' combined hands-on experience in robotic simulation development using one or several of these: Gazebo/ Nvidia Isaac / VRep/ SimMechanics or similar
General knowledge of: Automotive systems (powertrain, chassis, etc.) Robotic sensors and components: LIDAR, Cameras, ultrasonic sensors, Motors, Servos, Linear actuators
Advantages - these will bring you to our front row:

Experience with game engines such as UE4, Unity, Unigine, or else
Experience with graphic design tools such as Blender
Experience with navigation and control