דרושים » מדעים מדוייקים » Computer Vision Team Lead

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פורסם ע"י המעסיק
31/03/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
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 over $200M in funding and strategic partnerships with industry giants such as Amazon, General Motors, Volvo, and CarMax, we stand 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 Deep Learning team leader with proven capabilities to lead the development of new products from concept to production. In this role, you will be leading a highly talented team, while creating diverse algorithms based on computer vision and deep learning.
A day in the life and how youll make an impact:
* Lead and manage a team of algorithm engineers while Defining and executing the algorithm development roadmap
* Design and develop novel robust and efficient computer vision and deep learning algorithms.
* Combine the proper algorithm method to the problem - computer vision & deep learning respectively.
* Evaluate and benchmark different algorithms on unique proprietary datasets.
* Collaborate with team members to define future technology and features.
* Stay abreast of the latest advancements in algorithmic research and implement best practices in algorithm development
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.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
6 ימים
Location: Tel Aviv-Yafo
Job Type: Full Time
As a senior computer vision engineer, you will be part of an elite group in the field of AI microscopy and hematology. Our computer vision team is responsible for solving the most challenging tasks in microscopy image analysis. You and your colleagues will research and develop new AI models to analyze thousands of cells, build new infrastructure for on-premise inference, and collect vast labeled data to provide a clinical-grade solution that runs in real time.

Your responsibilities will include:

Continually bringing new knowledge, experience, ideas, and best practices to the team
Implementing AI based on classic computer vision and deep learning, writing clear and efficient code in Python for smooth productization
Continually improving the teams internal research methods and tools
Supporting team members with their research
Take part in defining team data needs
Collaborating with physics, software, and data teams
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
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
14/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We're seeking a dynamic AI Guild Manager to spearhead our AI-first transformation.
This leader will build, manage, and inspire a cross-functional AI Guild focused on educating, ideating, and delivering cutting-edge AI solutions across our company. You'll work closely with the CEO and other stakeholders to embed AI concepts into our processes, product development, and decision-making. If you are passionate about driving innovation with AI, GenAI, ML, and NLP, and possess hands-on technical expertise with a strong entrepreneurial spirit, this is the perfect role for you!
What am I going to do?
Build and Lead the AI Guild: Recruit, retain, and provide guidance to a high-performing team of AI practitioners across various areas of expertise.
AI Strategic Vision: Partner with the CEO and executive team to establish and execute a company-wide AI strategy that aligns with business objectives.
Educate and Innovate: Design and run AI training programs for employees, and facilitate knowledge-sharing on best practices and potential applications of AI. Create a culture of continuous AI learning and exploration.
Ideation and Solutioning: Actively collaborate with various teams to understand problems and opportunities; ideate and prototype AI solutions.
Technical Acumen: Provide hands-on expertise in the design, development, and deployment of AI models, particularly using cutting-edge techniques in GenAI, ML, and NLP.
Requirements:
Master's degree in Computer Science, Machine Learning, Data Science, or a related field (Ph.D. is a strong advantage).
3+ years of proven experience leading AI initiatives and teams.
Exceptional depth of knowledge in AI, GenAI, ML, and NLP concepts, methods, and tools.
Entrepreneurial mindset with a track record of driving innovation and identifying disruptive AI-related opportunities.
Strong project management skills and the ability to handle multiple complex initiatives simultaneously.
Excellent communication skills with the ability to translate technical concepts into understandable terms for different audiences.
Preferred Qualifications:
Startup or small company experience in founding or driving high-growth initiatives.
Working knowledge of cloud-based AI infrastructure (AWS, GCP, Azure, etc.).
This position is open to all candidates.
 
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פורסם ע"י המעסיק
15/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
We are hiring a senior data scientist to join Nucleai’s data science team. A cancer patient wants to know that their diagnosis and treatment are determined with the greatest precision and preferably using the most advanced technology. At Nucleai, we bring cancer patients cutting-edge AI-based technology by improving biopsy interpretation with machine learning and creating novel precision medicine technology. Come join our team of experienced AI engineers and world-renowned clinicians, and help us make a difference. At Nucleai, we believe that talents are our most valued asset, and as such, hiring the right people is one of our most strategic missions.
Position Overview The data science team provides the bottom line to our customers – which patients are the best fit for a cancer treatment and what is the chance of success. We do it by analyzing medical images and clinical data, researching spatial features, developing predictive models and applying statistical methods to evaluate the results. We work together with subject-matter experts, from medical doctors to software engineers, to leverage computer vision, focus on the most promising biological hypotheses and to productionize our capabilities.
Responsibilities:
* Independently lead the data science perspective in any project or assignment – from data mining, through developing new algorithms, to analyzing results and providing professional insights and guidelines.
* Contribute to the team's internal codebase with high-quality code and development standards.
* Augment our knowledge and best practices, adopt relevant SOTA data science methods and practices.
* Work closely with medical doctors, product and project managers, research scientists and software developers to focus your efforts, build new capabilities and provide value to your colleagues and our customers.
Requirements:
* MSc in computer science/statistics/biomedical engineering/bioinformatics or other relevant fields
* 5+ years of experience in machine learning, statistics, bioinformatics is required.
* Hands-on experience working with Python (experience as a professional developer is an advantage).
* Get the job done attitude. Proven track record of success in managing and delivering complex projects.
* Experience working with Git, Confluence, AWS
* Strong interest in working on medical problems and take a leading part in the field of digital pathology.
* Experience in and a strong affinity for working in cross-team project setups.
* Background in pharma/medical data experience is an advantage.
* Clinical trials data analysis, computer vision, genomics, publications - Big advantage
* Startup experience - advantage.
Why join us? There are plenty of reasons: Your job matters, use your experience and skills to implement solutions that save lives. Come as you are, Do what you love: We are a diverse team who are inspired to let our people bring their real self to work by providing an inclusive respectful work environment, and openness to feedback and ideas.
* Won the Atlas Award Work with amazing people that share a passion for using technology as a tool to achieve great things.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
16/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
Were seeking a future team member for the role of AI RESEARCHER to join our AI HUB team. This role is located in TEL AVIV, ISRAEL (hybrid).

In this role, youll make an impact in the following ways:
Algorithmic Development and Mathematical Analysis.
Engage in the in-depth study and modification of algorithms that power Large Language Models.
Deep mathematical understanding of natural language processing techniques, model architectures, and optimization strategies is essential for refining or creating more efficient and effective models.
Technology Review and Benchmarking.
Keep abreast of the latest advancements in the Large Language Model landscape by continuously reviewing state-of-the-art technologies and frameworks.
Identify performance bottlenecks and operational limitations in existing systems, offering technological insights that can steer the development of next-generation models.
Conceptual Innovation and Prototyping.
Dedicate efforts to crafting novel methods and algorithms aimed at pushing the boundaries of what Large Language Models can accomplish.
Translate theoretical breakthroughs into testable prototypes, collaborating with engineering teams to evaluate their real-world applicability and scalability.
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.
This position is open to all candidates.
 
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פורסם ע"י המעסיק
31/03/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
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 over $200M 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 hiring a highly skilled and motivated Generative AI Researcher to join our talented research team. As a Generative AI Researcher, you will be responsible for developing and implementing cutting-edge multi-modality LLMs to solve complex problems and drive innovation across our organization. You will work closely with data scientists, software engineers, and product managers to design, build, and deploy genAI-powered solutions that enhance our products and services.
A day in the life and how you’ll make an impact: Designing, developing, and implementing multi-modality generative AI models and algorithms utilizing state-of-the-art techniques
* Collaborating with cross-functional teams to define genAI project requirements and objectives, ensuring alignment with overall business goals.
* Stay up-to-date with the latest advancements in generative AI, machine learning, and deep learning techniques and identify opportunities to integrate them into our products and services.
* Publish in high profile venues such as Nature, Science, CVPR, NeurIPS, ICML or similar
* Optimizing existing generative AI models for improved performance, scalability, and efficiency.
* Developing and maintaining AI pipelines, including data preprocessing, feature extraction, model training, and evaluation.
* Developing clear and concise documentation, including technical specifications, user guides, and presentations, to communicate complex AI concepts to both technical and non-technical stakeholders.
* Contributing to the establishment of best practices and standards for generative AI development within the organization
* Providing technical mentorship and guidance to junior team members
Requirements:
* PhD or MSc in CS, EE, Physics, or related field
* Proven publication record
* Experience developing and implementing generative AI models.
* Proficiency in Python and experience with machine learning libraries and frameworks such as TensorFlow, PyTorch, or Keras.
* Experience with NLP techniques and tools, such as SpaCy, NLTK, or Hugging Face.
* Strong foundations in data structures, algorithms, and software engineering principles.
* Familiarity with cloud-based platforms and services, such as AWS, GCP, or Azure.
Attributes
* Excellent problem-solving skills, with the ability to think critically and creatively to develop innovative AI solutions
* Strong communication skills, with the ability to effectively convey complex technical concepts to a diverse audience
* Proactive mindset, with the ability to work independently and collaboratively in a fast-paced, dynamic environment

Why UVeye: 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 d
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
08/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for exceptional talent to join our algorithm team as a Tech lead.
As a Tech lead, you will be responsible for designing, planning, and leading the POC research in order to improve both our camera outputs - intensity and depth images.
Your Day to Day:
Participating in high-level algorithm pipeline architecture definition/planning
Participating in defining detailed requirements for each algorithmic module
Leading POC research end to end from kickoff, through planning, algo development (guiding researchers / hands-on), and reviewing reports.
Guide and develop various algorithmic blocks in ISP (image signal processing) and Computer Vision domains, based on SWIR images
Continuous tracking of POC through Jira against the plan timeline
Developing and implementing infrastructure in POC pipeline code in Python
Review GIT PR (pull request) of the POC pipeline
Support other teams in terms of performance analysis and algorithm pipeline debugging.
Requirements:
MSc in Electrical Engineering/Computer Engineering or equivalent from a leading academic institution.
5+ years of end-to-end algorithms development experience - research, from POC level to production level, in Image Signal Processing / Computer Vision / Computational geometry / Machine learning fields.
Experience in the field of Deep Learning
2+ years of technical/team leading, including supporting several development tasks simultaneously.
Full proficiency in Python with proven experience
Real-time programming experience - an advantage
Experience in writing algorithmic reports
Fluent in English, both verbal and written.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
15/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for experienced, creative and impact-oriented Algorithm Developers to join our team!

As an Algorithm Developer you will be responsible for building the algorithms powering our platform and our consumer applications (Wordtune Suite). You will be part of a multi-disciplinary team that also includes engineers and product professionals, all working together to bring our products to life.

You will take part in the full life cycle of our development process, deeply understand the problem we are solving, come up with algorithmic approaches for solving these problems, devise strategies for collecting necessary training data, train and evaluate large language models and other machine learning models and also be in charge of deploying these solutions in production.

ROLE AND RESPONSIBILITIES
Build the algorithms that power our various products
Develop production-grade solutions to challenging product-driven NLP tasks by combining deep language models, classical ML/NLP and algorithms
Collaborate with product, sales and customer success teams to define success criteria and translate them into quantitative measures and objectives
Devise innovative strategies for collecting training and evaluation data
Train and evaluate models in realistic production scenarios
End-to-end ownership of the algorithmic components of our products, from design, through implementation and monitoring in production
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
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
08/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
Job ID: R_101711.

Responsibilities:
Technical Leadership: use your depth and breadth of experience to lead complex, long-term, cross-team engineering efforts. In collaboration with other functional and engineering leaders, you will help create and evolve a technical strategy for new initiatives in our company.
New Product Development: Collaborate with product managers, designers, and other partners to conceptualize and design new features and products that enhance our B2C customer experience. Guide the innovation process and ensure understanding of our goals.
Architecture & Design: Architect complex distributed systems, ensuring they are efficient, maintainable, and scalable. Evaluate and select appropriate tools, and frameworks to achieve team goals, by building both client and server side applications.
Engineering Excellence: Lead by example, writing high-quality code, and providing code reviews to maintain the highest standards of software craftsmanship within the team. Promote best practices and improve software development processes.
Be a Cultural Leader: Be a role model in upholding our cultural values and use them as a framework to mentor other engineers across the company to achieve their full potential. You will help set and hire against a high-engineering talent bar for the team.
Requirements:
You Have:
8+ years of overall software development experience including leading development of reliable, available and scalable distributed systems in production environments.
A degree in Computer Science, Engineering or a related field or equivalent experience.
Experience as a technical leader on complex engineering projects with multiple stakeholders and working in partnership with Product, Design and Data.
Experience driving and building long term technical strategy across multiple engineering teams.
Experience with multiple programming languages such as TypeScript, Go, Python, or Java. While having a deep understanding of concepts and design patterns such as DDD and TDD.
End to end experience on client-server applications, while taking into account user experience, performance and scalability. This includes understanding of both frontend and backend technologies.
Great online and offline communication skills, working in a multicultural environment.
Team player who is eager to work in a fast-paced and results-driven environment and solve complex problems.
A proactive person with a keen eye for details, who constantly wants to improve the system and grow.
Enthusiastic about building consumer-facing products with great UX and UI.
Proved experience in building of modern distributed architecture, working with cloud services, message brokers and different database systems
Work well in ambiguous environments.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
07/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are seeking to hire a Backend Developer, ideally with some background in DevOps & Infrastructure fields, to support the companys tech side. Candidates will have the opportunity to code and develop in multiple programming languages, on a microservice oriented environment, using latest modern tech stack.

The position will work directly under our Head of Technology, but will also need to communicate well and be able to work with other peers and senior colleagues from different departments.

Well Count on You To:
Maintain existing code, solving bugs, implementing changes.
Developing new features, new tools, and working on new green-field projects for new product endeavors.
Help maintaining and keeping the stability of our infrastructure and availability of our services & products.
Building and Improving tech-related support systems such as monitoring, alerts, analytics, etc.
Supporting and helping the PoliSci team and the Sales team when working with internal (non-client facing) systems, usually due to clients demands.
Requirements:
What You Need to Have:

Academic :
BA or BsC in Computer Science, or Software Engineering, or similar degree in the field.

Technical & Professional Experience
At least 4+ years of experience as a backend developer. Significant time working at startups or in a startup-like environment advantage.
Fluent in Ruby On Rails or NodeJS (for Backend development).
Experience with the other mentioned language and/or Python strong advantage.
Strong data orientation - managing and understanding data pipelines, data storage & management, schema design, etc.
Highly experienced working with SQL (PostgreSQL advantage).
Some acquaintance with MongoDB, Redis, Elasticsearch advantage.
Regularly working using standard collaborative work practices (i.e. Git, etc)
Good grasp of software engineering and coding best-practices.
Must be able to deliver code at highest quality.
At least basic familiarity with AWS Cloud Infrastructures and working with AWS management console.
Some knowledge and experience with DevOps & Infrastructure related worlds strong advantage. Specifically, with any of the following: Docker, Kubernetes, Helm, Terraform, GitOps, ArgoCD, ArgoWorkflows, Jenkins.
Developing or maintaining algorithms implementations advantage.
Familiar with async work distributions, workers & jobs queues, consumer-producer concept advantage.

Languages:
Excellent verbal and written communication skills in English and Hebrew.

What Would Make You Stand Out:
Fast learner, eager to learn and expand knowledge horizontally, being a jack of many trades.
Independent, self-sufficient, and self-reliant personality, being able to tackle big tasks with little spec and a lot of uncertainty and see them end to end.
Can fill in gaps in knowledge and requirements with only little help (as opposed to being spoon-fed with all the nitty-gritty details).
Must be comfortable working in dynamic agile environment (not referring to agile methodologies such as scrum, lean, etc, but more like no defined methodology work environment), where tasks and focus can change frequently.
Display exceptional organizational and time/deadline management skills and ability to prioritize among various deliverables.
This position is open to all candidates.
 
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עדכון קורות החיים לפני שליחה
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