דרושים » תוכנה » Computer Vision Engineer

We are looking for a capable and experienced Sr. Algorithms Engineer to join our R&D team. The engineer will work on devising, developing, and integrating novel vision-based algorithms at the heart of our autonomous driving system. This is an opportunity to work on cutting-edge methods, develop and innovate new ideas, and see them deployed on the road in our autonomous vehicles. In this role, you will be leading the development of our next-generation object-tracking technology, which will have a significant impact on the performance of our autonomous driving technology. To accomplish this, you'll need to combine your expertise in multiple fields, including computer vision, physics, signal processing, and mathematics. You will solve challenging problems in multi-object tracking by using state-of-the-art algorithms. Responsibilities:
* Leading the development of the new tracking technology.
* Designing, training and optimizing novel computer vision algorithms.
* Taking an End-to End responsibility over medium to long-term projects
* Seeing projects through from research to deployment.
* Devising and implementing performance metrics.
* Supervising complex data pipelines, from the collection stage, through annotation, to training models.
* Communicating, presenting and visualizing results
* Aligning the algorithms with the product needs.

We are looking for a Principal Algorithm Engineer who will serve as the technical focal point for the development of algorithms for future products focusing on the improvement of patient outcomes, driving TTFields patient adoption, and enhancing TTFields understanding.
This role includes the design and implementation of deep-learning-based as well as other state-of-the-art algorithms and the generation of the data that they require.
In addition, will coordinate the algorithmic development of specific areas with other functions in the organization and will be the main point of contact for this subject.
The principal algorithm engineer is expected to train and provide technical guidance for all members of the algorithms group.

Full-time position at our R&D center, Haifa, Israel

ESSENTIAL DUTIES AND RESPONSIBILITIES:

Lead future products algorithm development
Work on innovations and research of relevant algorithmic areas
Technically supervise and guide other members of the algorithms group
Provide algorithmic solutions for cross-functional collaborations with the software team, physicists, biologists, and other algorithm engineers
Write documents and prepare presentations necessary for patents, regulatory submissions, academic conferences, and other scientific publications

We are looking for a capable and experienced Software Engineer to join our R&D team. The Engineer will be part of the Software group that is in charge of implementing autonomous driving software. This is a great opportunity to work on cutting-edge technology, develop and innovate new ideas, and see them deployed on the road in our autonomous vehicles. Responsibilities:
* As part of the Software team that builds the infrastructure for the Autonomous driving system you will be required to implement, optimize, and integrate software for the edge devices (e.g. Nvidia Jetson, TI) that control the vehicle with emphasis on high performance.
* Independently find solutions for on going problems (GPU / CPU processing, efficient inter device communication)

we are looking for a Senior Engineer - Camera
As a leading technology innovator, we pushes the boundaries of what's possible to enable next-generation experiences and drives digital transformation to help create a smarter, connected future for all. As a ourSystems Engineer, you will research, design, develop, simulate, and/or validate systems-level software, hardware, architecture, algorithms, and solutions that enables the development of cutting-edge technology. ourSystems Engineers collaborate across functional teams to meet and exceed system-level requirements and standards.

In this role, you will:
Be responsible for defining, designing, developing, and evolving software in a fast paced and agile development environment using the latest software development technologies and infrastructure.
Utilize JAVA programming language with advanced frameworks such as JAVA Spring to develop best of class SW features.
Translate requirements / vision into prioritized list of user stories and deliver to required timelines and quality standards
Work with product line leaders and architects to develop multi generation software technology plans
Drive increased efficiency across the teams, eliminating duplication, leveraging product and technology reuse
Support process improvements which guide the development, sustaining & support activities
Work cross functionally with other business departments to align activities and deliverables
Drive world-class quality in the development and support of products
Apply principles of SDLC and methodologies like Lean/Agile/XP, CI, Software and Product Security, Scalability, Documentation Practices, refactoring and Testing Techniques
Write code that meets standards and delivers desired functionality using the technology selected for the project
Understand performance parameters and assess application performance
Work on core data structures and algorithms and implement them using technology chosen
Proactively share information across the team, to the right audience with the appropriate level of detail and timeliness

We are looking for a Data Scientist, Management who will be responsible for algorithm development for monitoring and predicting various issues that may impact the treatment outcomes. By leading the analyses for cutting-edge next-generation sequencing (NGS), analyzing exciting large-scale genomic data; by designing high-performance computing platforms and analysis workflow.

ESSENTIAL DUTIES AND RESPONSIBILITIES:

Management of data science activities within the Biostatistics department
Development and tuning of predictive models to improve product delivery and outcomes
Establish specific data and workflow requirements to ensure that content, timing, lineage, and transformation needs are well understood and addressed
Work with the Product team to identify optimal approach(es) for delivering information insights into workflow
Development of analysis plans, methods, and reports for various data science initiatives within the clinical and product teams
Find relevant patterns and detect device failures and develop methods for detecting and preventing device failure based on data.
Develop and test algorithms for predicting various issues that impact treatment outcomes.
Work closely with engineers and scientists in the company to integrate data analysis methods into products.
Perform and lead the creation of predictive models of patient outcomes in a survival analysis
Synthesis of evidence related to preliminary hypotheses regarding product use and treatment behavior
Lead activities of bio-informatics including the development of algorithms for cutting-edge next-generation sequencing (NGS), analyzing exciting large-scale genomic data; developing high-performance computing platforms and analysis workflow.
Write documents and prepare presentations necessary for patents, regulatory submissions, academic conferences, and other scientific publications.

We are looking for a Senior Backend Engineer for Research.
Our ideal candidate is someone with a systematic problem-solving approach, coupled with strong communication skills, a sense of ownership and drive.
Someone who is as passionate as we are about the craft of software engineering and system architecture, and understands the challenges of building complex backend systems.
Someone who believes in writing resilient code and reliable infrastructure, but can still appreciate the realities of business and can deliver on a tight schedule in a fast-paced environment.
An individual who loves learning, understands the value of teamwork and cherishes the feedback of other talented engineers.
Responsibilities:
Take a key role in designing and building our ML platform, working closely with our devops engineers and researchers.
Design and develop reliable and scalable production core services that are used by millions of users of our apps every day.
Improve our platforms reliability through mechanisms like testing, automations and monitoring.
Learn and apply industry best practices and share this knowledge with other teams through guidance, lectures and workshops.
Develop modules and tools to ease the development and deployment processes for our platform users.
Write clean, maintainable and testable code, and inspire others to do the same.
Conduct code reviews.
Practice sustainable incident response and blameless postmortems.