דרושים » מדעים מדוייקים » Algorithm ISP/CV Tech Lead

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

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

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

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.

We are looking for an experienced Tech Lead to join our team and help grow and scale our AI Assistant for eCommerce Product.
What youll be doing:
Hands-on Development of our main product-line. Our stack includes Python, open source and cloud data-tools (BigQuery, Redis, Postgres) in a microservices architecture.
Leading The Team: Mentor, inspire and lead a team of talented engineers, fostering a culture of collaboration and innovation.
System Architecture: Architect and design complex systems, ensuring scalability, reliability, and maintainability. Our architecture is based on GCP, open-source and a rich Python stack.
Data, Data, Data: our technology, collects, analyzes, trains and delivers large scales of data. You will help us design our backend data architecture, including AI/ML pipelines, data-base schemas and production grade data practices. We do a lot of work with modern LLM stacks (OpenAI, Llama, Anthropic) as an area of focus.
Modern Development Concepts: Champion modern development methodologies and concepts, such as continuous integration/continuous deployment (CI/CD), containerization (Docker/Kubernetes), and cloud-native development.
DevOps: Mentor and lead our DevOps practices and engineers, incorporating automation, monitoring, and infrastructure as code (IaC). Proficiency in DevOps tools, Kubernetes and modern cloud stacks is essential.
Collaboration: Collaborate closely with cross-functional teams, including product management, QA, and other stakeholders, to deliver high-quality software products.

Our innovative platform is leading-edge with a strong product-market fit. As a result, we're seeing remarkable growth and close to zero customer churn. To support our hyper-growth and continue propelling the growth of some of the biggest names in the mobile industry, we offer a wide range of opportunities for different skill levels and experiences.
We are looking for a Senior ML Engineer who is passionate about bringing models from development to production. As a Senior Machine Learning Engineer, you will join a team that specializes in the development and deployment of machine learning models at scale. Your role will be pivotal in exploring and integrating new technologies related to machine learning, artificial intelligence, and large-scale data processing.
Responsibilities
Leading the development of machine learning pipelines that are scalable, ensuring they can accommodate future growth in data volume and diversity.
Actively participating in the selection and implementation of new technologies and architectural components to advance our machine learning capabilities.
Develop ML solutions using advanced DL techniques to a diverse set of problems.
Collaborating with cross-functional teams to integrate machine learning solutions into the broader system architecture

We are looking for an experienced software & algorithm engineer to join our computational drug hunting team.
Responsibilities:
Design and build a scalable, complex backend infrastructure for our computational cloud platform
Advocate lean and mean solutions, aesthetic design, and architecture
Implement and improve algorithms in our bioinformatic pipelines
Conduct literature reviews for algorithms, bioinformatics methods and big data solutions, and continuously keep up to date with the state of the art
Help define the technological strategy of the company

Are you a R&D team lead looking to take your professional Career to the next level?
We are growing and looking for you! A skilled R&D team lead (4+ years of experience) who will play a crucial role in helping us transform the day to day operations and tenant experience for the trillion dollar commercial and multifamily real estate industry.
We are the worlds first proactive building operation platform that connects teams, tenants, and tech stacks together in a comprehensive set of easy-to-use collaboration, automation and AI-driven data insight tools. Our customizable interface works across all sectors of commercial and multifamily real estate to empower real estate owners to gain full visibility across their portfolio operations , and onsite building teams to seamlessly manage day to day operations and tenant experience, with a set of easy-to-use mobile and desktop apps and dashboards.
If you're looking for a position with tremendous impact and room to add your personal touch, then it's time to come to us!
Responsibilities:
Collaborate closely with product and technical leads to assess project tasks, establish priorities, and ensure the smooth execution of projects.
Take ownership of the professional development of the engineering team, fostering a culture of continuous learning and growth.
Analyze the team's strengths and weaknesses to identify areas of improvement and develop strategies for enhancing team performance.
Proactively identify and address issues that may hinder the team's ability to deliver high-quality products in a timely manner.
Develop and enhance workflows for on-call duties and technical support to maintain a high-quality service and promote a healthy work-life balance for the team.
Develop and execute a comprehensive hiring plan to attract top talent and scale the team effectively.
Implement an efficient onboarding plan for new team members, ensuring a smooth and productive integration into the team and the company's culture.

Were looking for a SW Development Team Lead!
If you are a top-notch engineer in your own right, with plenty of hands-on development experience, alongside experience leading teams and projects, we are looking for you.
You will play a central role in our experienced and talented engineering team, starting from working hands-on and quickly progressing to leading our engineering effort.
What you will do:
You will be working on the bleeding edge of the evolving LLM ecosystem, building a platform for benchmarking, evaluating and monitoring LLM based systems.
You will be designing and building architecture to run complex evaluation algorithms, running constantly and serving large volumes of requests in parallel.
On top of that, youll be leading the engineering aspects of tour product, setting development standards and processes and making sure the team reaches outstanding results.
This role will provide you with unique and unparalleled experience with the emerging field of LLM systems and LLMOps, taking the lead on building a first-in-class product in this field.
Well be going through a lot together, so we want your character and mindset to be a good fit for a fast-moving startup.

We are looking for a Team Lead, Product who comes from a highly technical background, has excellent verbal and communication skills, and is able to autonomously prioritize and make decisions that have implications on DV products.

In this position, you will lead the future development of DVs Performance Measurement technologies, collaborating with engineering, analytics, data scientists, architects, and other product managers to align on product requirements and successfully develop and launch new features.

Job Responsibilities:
Manage development from concept ideation to product release: perform research, develop requirements, and ensure delivery while working on critical efforts at a fast pace.
Identify areas where we can intelligently combine big data and machine learning within the Performance Measurement product.
Understand and analyze data pipelines, calculations, algorithms, and technical systems.
Collaborate internally with other product & engineering teams to break down complex systems and processes so they can be easily understood.
Assess and address technical risks alongside engineering to ensure the long-term success of the product and the teams ability to deliver results.
Define product and testing acceptance criteria.
Lead and mentored other product managers to successfully execute product initiatives.