דרושים בתחום אלגוריתמים

a top-notch algorithm developer in the fields of Machine Learning and Computer Vision.
As a leading team member, you will have a significant role in developing the company's products’ key features.
Responsible for feature requirements analysis, design, prototyping, testing and implementation in production.
a hands-on algorithm developer/ML engineer with real world experience in algorithm design, optimization and implementation,
complemented by a broad knowledge of modern Computer Vision and Machine Learning tools.
**Please provide your CV as WORD Document

- 3+ years working experience in design and development of algorithms for: Computer vision, Deep Learning, Machine Learning and image/video analysis, minimum of 3 years – a must
- B.Sc/M.Sc. degree in computer science, electrical  OR software engineering or related field – a must.
- Experience in Python – a must   - Experience in C++ – big advantage
- Experience in developing algorithms in one of the following fields: Object Detection, Tracking, Action Recognition, Time-series Analysis – big advantage
- Experience in working with one of the deep learning frameworks (TensorFlow, Keras etc.)– advantage

Exclusive R&D team in the defense industry is looking for a Machine Learning Algorithms Engineer to join us and be a part of the elite squad!
As part of the job, you will be given complex tasks that you will be required to lead from the data collection and literature review, to development and system integration.
*The position is located in Be'er Sheva*

MSc / PhD in Computer science, EE, Mathematics, Physics (or similar)
2+ years of experience in Machine & Deep Learning.
Hands On academic research in DL.
Strong Python skills

Responsibilities:

Assessing the systems architecture currently in place and working with technical staff to recommend solutions to improve it.
Resolving technical problems as they arise.
Providing supervision and guidance to development teams.
Continually researching current and emerging technologies and proposing changes where needed.
Writing technical designs documents (mainly high level designs and architecture)
Involvement throughout the entire development lifecycle
Detail design and code reviews (.NET)

BA in Computer Science or related field
At least 10 years' experience in software development
At least 4 years' experience as a Solution/Software Architect ( at least 75% of time writing high level designs and/or architecture documents)
Proven experience in translation of functional specification into solution architecture/high level technical design documents for Web/Enterprise applications
Proven experience with Large-scale distributed systems architecture,MicroService Architecture, Event Driven Architecture and Eventual consistency
Proven experience and knowledge of web environment (HTML, JavaScript, AngularJS, AJAX and Web Services)
Excellent technical background and wide knowledge in .NET framework/ .Net Core, SOA,database modeling, technical development, production environments, industry best practices for design, analysis, development, and implementation
Understanding of business needs and experience in working with abroad customers
Experience with high availability/Scalable systems processing big data
Experience in mission critical systems with millions of transactions - an advantage
Experience in Information Security – an advantage
Highly analytical mindset, with an ability to see both the big picture and the details
Fluent English (written and spoken)
Excellent interpersonal and communication skills
Initiator, independent, charismatic, well organized, ability to learn quickly

The Autonomous Systems Directorate (ADR), part of Elbit C4I & Cyber is looking for a senior computer vision engineer for our site at Natanya
ADR is a fast-paced group, leading one of Elbit's top growth areas. We are responsible for characterization, development and deployment of autonomous system of systems
Join us at the forefront of technology, fielding the unthinkable
We are looking for passionate individuals, with vast engineering knowledge who enjoy taking the initiative and find the realm of autonomous systems fascinating
We are tackling challenging problems involving multi-agents in uncontrolled field environments, using computer vision solutions as building blocks of our perception system
As a computer vision engineer, you will design and implement the algorithms that run on a wide variety of autonomous platforms and sensors. You will work alongside the team to identify leading solutions, engage with academia and open source code, mix those with creativity and massive amounts of video data to build working real world solutions
Day to day activities:
Solving open-end problems in the fields of object detection, SLAM, obstacle detection, depth estimation and perception using classical and machine learning approaches
Designing large scale mixed optical and inertial calibration systems
Contribute to the maintenance, testing, and deployment of our platforms

BS, or MS or PhD in CS, Math, Physics, Engineering from a leading institute
5+ years of hand-on computer vision expertise
3+ years of experience writing in C++ and/or Python
What makes you a strong fit:
Proven ability to take initiative, define a solution, and own its implementation from requirements to an operational system in the field
Proven ability to code for hardware with actuators such as robotic arms, self-driving cars, or any kind of mobile robot outside of a lab
Sense of responsibility for writing clear, maintainable code using relevant design patterns
Experience working with UAVs
Visual SLAM and odometry
Experience with IR cameras
Object detection and recognition
Stereo and depth estimation
Experience in deploying deep neural networks on embedded computers
Knowledge and proven ability to implement scientific papers in the fields of CV
Experience with the following tools: OpenCV , PCL, Tensorflow , PyTorch , CUDA , ROS2