דרושים » מדעים מדוייקים » Algorithm Team Lead

Required Algorithm Developer
The Role:
As an Algorithm Developer, you will be part of the AI team that develops AI-based products and maintains them in production at scale (1700+ hospitals).
As part of the Al team you will:
Design, develop, and implement robust, scalable AI algorithms tailored to real-world challenges in clinical settings.
Prepare, process, and analyze complex medical data to support algorithm development and validation.
Ensure the reliability, performance, and accuracy of algorithms in production, including troubleshooting, testing, monitoring, and continuous improvement.
Collaborate closely with Product Managers and Clinical Specialists to translate clinical and business needs into data-driven solutions.
Research, develop and integrate cutting-edge deep learning techniques and classical computer vision and medical imaging methodologies.
Apply NLP and large language models (LLMs) to extract insights from unstructured medical texts and develop intelligent agents for optimized clinical decision support
Stay up to date with cutting-edge advancements in Deep Learning, Computer Vision, and Large Language Models. Organize and actively participate in seminars, book clubs, and conferences.
Have an opportunity to co-author papers and abstracts for leading medical journals and scientific conferences.
Main technical stack:
Infrastructure: AWS, Docker, Kubernetes
Programming Languages: Python
Data processing: Pandas, Polars, Amazon Athena, Postgress Sql, Opensearch
Deep Learning Frameworks: TensorFlow, Keras, Pytorch
Computer Vision Libraries: OpenCV, MONAI
NLP/LLMs: Hugging Face Transformers, spaCy, Amazon Bedrock
Our Core Values:
Patients First; Time is Brain; Quality Squared; Kindness Wins; I am Accountable.

This is a role in our companys core AI group, which specializes in developing cutting-edge AI solutions in healthcare, enhancing medical imaging and diagnostics. As a Tech Leader in the AI Algorithm Engineering group, you will play a pivotal role in both managing end-to-end AI research and development efforts and hands-on involvement in key-initiatives. Your responsibility will include design, implementation, guidance and mentoring for team members, and representing the AI considerations in cross-team discussions. You will leverage your extensive experience to lead multiple AI projects, and will be a key figure in leading successful execution and in finding creative solutions to difficult bottlenecks, across data, AI, engineering and product considerations.
Responsibilities
Lead the design, development, and implementation of accurate and robust AI algorithms for medical data with a hands-on approach.
Collaborate with cross-functional teams, including data scientists, software engineers, product managers and clinical data experts, to ensure AI considerations have a profound impact on R&D and Product decisions across the projects.
Design and conduct research and experimentation to improve algorithm performance and accuracy.
Stay at the forefront of the latest advancements in AI and machine learning, particularly in the medical domain, and drive their adoption within the team.
Oversee multiple projects, ensuring successful execution, timely delivery and alignment with product and business objectives.
Provide strategic direction and technical mentoring to elevate the capabilities of the AI team.

We are seeking an experienced and mature leader to head our innovative engineering team within the AI department. This role requires a responsible individual who will drive the team's versatile and dynamic projects, primarily focused on full-stack development with an emphasis on backend and infrastructure. The team develops systems central for the companys research processes, supporting continuously evolving innovative research initiatives within the company.
As an Engineering Team Lead, you will own the planning, execution, and delivery of critical projects, ensuring alignment with business goals and timelines. Your role involves collaborating closely with diverse stakeholders, including AI researchers, product managers, data analysts, data scientists, medical researchers, and regulatory teams, to translate complex requirements into robust, efficient, and scalable technical solutions. You will focus on maintaining high-quality standards through rigorous code reviews and robust CI/CD practices.
This position demands deep technical knowledge, primarily in backend development and infrastructure, alongside an understanding of the full-stack development cycle. You'll foster a culture of excellence, mentorship, and continuous improvement, empowering your team to innovate, stay updated with technological advances, and uphold high software development standards.
Responsibilities
Technical Leadership: Provide technical direction, mentorship, and oversight for full-stack development, emphasizing backend and cloud infrastructure.
Project and Team Management: Act as an effective Scrum Master, managing sprint planning, prioritization, task estimation, and delivery commitments to meet quarterly goals.
Architecture and Design: Guide the team in designing scalable, maintainable, innovative technical solutions, ensuring long-term reliability and performance.
Collaboration and Communication: Effectively communicate and collaborate across teams, managing relationships with internal stakeholders, product management, and business units.
Process Excellence: Champion Agile best practices, enhance CI/CD processes, and ensure high-quality code, thorough testing, documentation, and robust system architecture.
Innovation and Business Alignment: Lead a versatile team that consistently drives innovation, aligning technical solutions closely with strategic business needs and organizational goals.

Required Senior Deep Learning Algorithm Developer- L2++ Group
We are looking for passionate individuals who want to make a real impact, working on state-of-the-art AI solutions that save lives and transform the driving experience. Join us in shaping the next generation of automotive technology.
Responsibilities
As part of the algorithm team for the next generation of autonomous driving, you will:
Understand deeply, implement, train, and evaluate recent state-of-the-art algorithms in computer vision (e.g. object detection, semantic segmentation, self-supervised learning, vision transformers) for various domains, including ground-view images and satellite/aerial images.
Adapt algorithms into robust and scalable production-ready algorithms. Write clean and efficient code, ensuring compatibility with existing systems and frameworks and real-time needs. Take full responsibility for your algorithms end-to-end until deployment on the edge device for production.
Develop and implement new computer vision algorithms (architectures, loss functions, post processing, training and evaluation methods) that surpass SOTA algorithms and achieve desired performance levels in our domain.

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 state of the art algorithms powering LLMs and agentic frameworks. 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 language models, RL and classical ML/NLP.
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.

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 close to $400M in funding and strategic partnerships with industry giants such as Amazon, General Motors, Volvo, and CarMax, 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 looking for an experienced A Computer Vision team leader who will join our algo group and lead a team of two talented senior algo engineers. In this role, you will lead the development of new products from concept to production while creating diverse algorithms based on computer vision and deep learning.
A day in the life and how youll make an impact:
* Lead a team of algorithm Computer Vision engineers developing novel and efficient algorithms from concept to production
* Development using 3D reconstruction, stereo, geometry, and SLAM
* 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

This is a leadership role in our companys core AI group, which develops cutting-edge AI solutions that transform medical imaging and diagnostics. As a Team Lead in the AI Algorithm Engineering group, youll be leading a team of top-tier algorithm engineerssupporting their growth as professionals and as people, and helping build a strong, trusting, high-performing team.
Youll help shape and execute the teams roadmap, ensuring strong alignment with product and business goals. Youll also collaborate closely with product managers, clinical experts, and engineering stakeholders. While your primary focus is on people and execution, youll stay hands-on, contributing directly when needed to solve complex challenges and lead by example.
This role is ideal for someone who leads through empathy, clarity, and technical depthand who thrives on building both products and people with care, ownership, and impact, while making a meaningful difference in real-world healthcare.
Responsibilities
Lead a team of top-notch algorithm engineers in designing, developing, and delivering accurate, reliable AI algorithms - with active, hands-on involvement as part of the role.
Build and nurture a culture of technical excellence, trust, ownership, and collaborationturning culture into a force-multiplier and helping attract and retain top talent.
Support your teams professional and personal growth, creating an environment where people feel safe, empowered, and deeply motivated to do their best work.
Collaborate with cross-functional partnersdata scientists, software engineers, product managers, and clinical expertsto ensure AI is thoughtfully integrated across initiatives.
Help shape and execute the teams roadmap in alignment with product and business goals.
Guide team members through complex algorithmic and engineering challengesproviding both technical insight and strategic clarity.
Stay up to date with AI/ML trends and help your team adopt relevant techniques.
Take full accountability for the quality, delivery, and impact of your teams workwhile continuously improving both effectiveness and efficiency.

Required Staff Algo Data Engineer
Realize your potential by joining the leading performance-driven advertising company!
As a Staff Algo Data Engineer on the Infra group, youll play a vital role in develop, enhance and maintain highly scalable Machine-Learning infrastructures and tools.
About Algo platform:
The objective of the algo platform group is to own the existing algo platform (including health, stability, productivity and enablement), to facilitate and be involved in new platform experimentation within the algo craft and lead the platformization of the parts which should graduate into production scale. This includes support of ongoing ML projects while ensuring smooth operations and infrastructure reliability, owning a full set of capabilities, design and planning, implementation and production care.
The group has deep ties with both the algo craft as well as the infra group. The group reports to the infra department and has a dotted line reporting to the algo craft leadership.
The group serves as the professional authority when it comes to ML engineering and ML ops, serves as a focal point in a multidisciplinary team of algorithm researchers, product managers, and engineers and works with the most senior talent within the algo craft in order to achieve ML excellence.
How youll make an impact:
As a Staff Algo Data Engineer Engineer, youll bring value by:
Develop, enhance and maintain highly scalable Machine-Learning infrastructures and tools, including CI/CD, monitoring and alerting and more
Have end to end ownership: Design, develop, deploy, measure and maintain our machine learning platform, ensuring high availability, high scalability and efficient resource utilization
Identify and evaluate new technologies to improve performance, maintainability, and reliability of our machine learning systems
Work in tandem with the engineering-focused and algorithm-focused teams in order to improve our platform and optimize performance
Optimize machine learning systems to scale and utilize modern compute environments (e.g. distributed clusters, CPU and GPU) and continuously seek potential optimization opportunities.
Build and maintain tools for automation, deployment, monitoring, and operations.
Troubleshoot issues in our development, production and test environments
Influence directly on the way billions of people discover the internet
Our tech stack:
Java, Python, TensorFlow, Spark, Kafka, Cassandra, HDFS, vespa.ai, ElasticSearch, AirFlow, BigQuery, Google Cloud Platform, Kubernetes, Docker, git and Jenkins.

Were looking for a Data Science Team Lead to join our winning team. This is an opportunity to take a leadership role in building innovative AI products, manage a growing team of algorithm researchers, and have a major impact on the methods, infrastructure, and product capabilities.

Youll lead projects from early research to full production deployment, guiding the development of models, scalable pipelines, and services that power critical features in the platform.

Responsibilities
Lead, mentor, and grow a team of Data Scientists providing both technical leadership and professional development.
Own the full lifecycle of AI projects: from research and prototyping through production-grade deployment and monitoring.
Design and oversee the development of scalable ML pipelines, model serving infrastructure, and robust data workflows in collaboration with software engineering and product teams.
Drive initiatives to deliver LLMs and other AI models as production-grade services within the organization.
Partner cross-functionally with product managers, clinical experts, and engineers to translate business needs into AI-driven features.
Guide research in NLP, NLU, and Deep Learning domains, staying at the forefront of industry developments and incorporating new methods where applicable.
Maintain a high standard of technical execution within the team, fostering a culture of ownership, quality, and innovation.
Communicate technical findings, project status, and strategic recommendations clearly to technical and non-technical stakeholders.

For many of us theres that one podcast we never miss, and video content is part of our daily routine, whether its professional or personal. But how many of us truly understand the effort that goes on behind the scenes? Here at our company, we know it well. Thats exactly why we built an AI-powered platform that helps content creators, podcasters, marketeers, and more at major brands like Netflix, Disney, Google, and Microsoft to create high-quality content with ease.
our company's technology streamlines the entire content creation process, turning ideas into professional-grade content with the highest production standards, without requiring expensive equipment or external services. The secret? AI-driven tools that replace traditional production roles like editing, directing, and design, automating the entire process at the click of a button.
About the Innovation Team
At our company, the Innovation team is all about pushing the limits of AI to transform content creation. We work on everything from enhancing audio and video quality to automating production with Machine Learning, NLP, and computer vision. Whether its Real-Time rendering, intelligent editing, or new ways to process media, we turn cutting-edge research into practical tools that creators rely on. If youre excited about shaping the future of media tech, youll fit right in.
On your day to day
Were looking for a seasoned and driven team lead to head our NLP & Speech team. In this role, youll lead a high-performing team of researchers and engineers developing state-of-the-art capabilities in Real-Time transcription, semantic understanding, content generation, and AI-powered editing tools. Leveraging our unique access to vast multimodal datasets and large-scale compute, your team will drive ambitious applied research projects from concept to deployment - powering intelligent, intuitive experiences for millions of content creators.
As a hands-on team lead, youll shape the technical roadmap for NLP and Speech at our company, identifying key opportunities to invest in foundational technologies and grow the team through strategic hiring and mentorship. Youll work cross-functionally with product, engineering, and design partners to ensure that advanced research translates into robust, scalable features that define the future of AI-assisted content creation.
What Will Make You Stand Out?
* M.Sc. or Ph.D. in Computer Science, Mathematics, Engineering or a related technical field.
* 5+ years of experience in NLP, Machine Learning or deep learning.
* 2+ years of experience managing ML/AI or software engineering teams
* Excellent understanding of Deep Learning and modern NLP fundamentals, including Transformers, LLMs, RAG and Agents.
* Hands-on experience with deep Learning frameworks (Pytorch, Tensorflow or JAX) and other relevant libraries (HuggingFace, vLLM, etc.).
* Experience with LLM fine-tuning and deployment at scale on distributed GPU clusters.
* Familiarity with STT / ASR models and common audio / speech processing methods.
* Strong software engineering skills in Python.
Leadership
* Proven ability to lead high-impact teams in a fast-paced applied research environment.
* Experience defining and executing ambitious technical roadmaps and contributing to strategic technical decisions.
* Passion for mentorship, team-building, and fostering a culture of innovation.
* Strong cross-functional collaboration skills and the ability to work closely with PMs, engineers, and other stakeholders.
Bottom line? If you are a passionate, hands-on R&D leader with rich research experience and deep expertise who thrives in a fast-paced, innovative environment - we want to hear from you.