דרושים » מדעים מדוייקים » Senior Algorithm Developer

Required Senior Deep Learning Algorithm Developer
We are a global leader in autonomous vehicle (AV) technology, pioneering advanced driver-assistance systems (ADAS) and self-driving solutions.
Across the company, Senior Deep Learning Algorithm Developers work at the forefront of AV/ADAS innovation - designing, training, and optimizing deep neural networks for tasks such as perception, mapping, and scene understanding. This includes working with large-scale datasets, leveraging frameworks like PyTorch or TensorFlow, and applying state-of-the-art techniques to tackle complex perception and decision-making challenges in real-world driving scenarios.
Our Senior Deep Learning Algorithm Developers contribute across multiple AI domains, with most opportunities in Computer Vision and additional roles in areas such as NLP/LLMs and 3D Perception (Radar, LiDAR, Fusion). This role serves as a central entry point, enabling us to align your expertise and aspirations with the projects and teams where you can make the greatest impact.
What will your job look like?
Design, develop and implement deep learning algorithms to solve complex problems in computer vision
Take ownership of deep learning projects: Compose product requirements, design solutions, oversee execution, and collaborate with talented Algorithm Developers.
Collaborate with cross-functional teams to understand requirements and develop solutions.
Analyze large datasets to improve algorithm performance and robustness.
Research the latest advancements in deep learning, multi-task learning, AI architectures, and apply them to enhance our algorithms.

We are looking for a 3D Algorithm Developer, who will be challenged by solving problems from the real world using Computer Vision, multi-sensor reasoning and 3D reconstruction. Our mission in the Algorithms department has a significant impact on autonomous driving technologies and on saving lives.
In this position, you will combine algorithmic research and development in Python, you will be responsible for both maintaining the product and developing new features. As an Algorithm Developer, you will learn and develop new algorithms which can address new problems and challenges to solve as they arise.
The work at our algorithms department is dynamic and includes hands-on work in running the process from the early stage of research to bringing the product to production, in collaboration with other teams.
What will your job look like:
Your role will include algorithm development in the areas of computer vision (both classical and learning-based) and 3D reconstruction.
You will develop primarily in Python, taking part in both maintaining existing products and developing new features.
Finally, you will need to learn and develop new algorithms that can address new problems as they arise.

We are seeking an Algorithm Engineer to join our Application Team, driving the development of cutting-edge autonomous vehicle solutions. This is a challenging and dynamic role in a fast-paced environment, requiring both innovation and critical thinking.
You will design, implement, and optimize algorithms that run on dedicated real-time hardware, while also contributing to the development of robust software infrastructure. Your work will directly enhance the safety, intelligence, and reliability of self-driving technology.
his position combines problem-solving with hands-on software engineering, calling for a creative thinker who can bridge algorithm development and practical implementation. Youll push algorithmic performance to the next level while ensuring scalable, maintainable, and efficient software integration.
What will your job look like?
Help maintain a complex real-time large codebase in a rapidly changing environment
Develop and implement efficient real-time computer vision algorithms primarily in C++ for production autonomous driving systems
Conduct algorithmic analysis and performance optimization for real-time embedded systems with strict computational limitations
Work with Deep Neural Networks (DNNs) in a supporting capacity, integrating and optimizing their outputs within classical computer vision pipelines
Take initiative in identifying and solving complex algorithmic challenges in a fast-paced development environment
Participate in the full development lifecycle from research and prototyping through production deployment
Contribute to architectural decisions and technical specifications for computer vision modules.

We are looking for a skilled and driven Algorithm Team Lead to tackle real-world challenges using cutting-edge Computer Vision and Machine Learning techniques. Our work directly supports our mission to revolutionize autonomous driving and contribute to saving lives.
Youll lead a fast-paced, hands-on team, contributing to the full development cyclefrom early research to deploying production-ready solutionswhile collaborating with teams across the organization.
What will your job look like:
Lead and mentor a team of algorithm developers focused on solving complex perception problems.
Drive the development and implementation of machine learning models for real-world automotive applications.
Focus on algorithmic development with a strong emphasis on Computer Vision and Image Processing.
Work with large-scale data to design, train, and evaluate deep learning models.
Program primarily in Python using modern tools and frameworks.
Research, prototype, and refine new ideas to address evolving perception challenges.

Our CTO Group is looking for experienced Algorithm Researchers and Developers to join our team!
Which department will you join?
The CTO Group is a small, elite group, whose goal is to build next-generation algorithmic solutions powering our self-driving car, crowd-sourced HD maps, and advancd driver-assistance systems.
The group is primarily focused on the decision-making module of our self-driving car. It leverages a wide range of algorithmic approaches, rigorous formal definitions, and mathematical modeling- enriched by insights drawn from large-scale data and real-world driving experience.
The group is comprised of top-notch developers and researchers and is headed by world-class scientists.
This is a unique opportunity for a passionate technical leader to join the CTO Group, work closely with the CTO on next-generation projects, develop POCs using cutting-edge technologies, shape our technology vision and provide thought leadership to our technical community.
What will your job look like:
Research, design and develop innovative algorithmic solutions.
Mathematical modeling and abstraction of real-life problems.
Code design, implementation, and hands-on development.

Required Algorithm Validation Lead
You will be part of our REM department. Our Road Experience Management (REM) is an end-to-end mapping and localization engine. Its being used for full autonomy capabilities and services, generating validation processes and methodologies for such a technology giant is challenging, sufficient & enriching work
Since we are dealing with a complex system based on machine learning and image processing, the analysis and validation processes require deep thinking as well as advanced technical and analytic abilities. Our analysts are responsible for running the analysis process and for providing deep analysis reports based on effective analysis of big data.
What will your job look like:
Lead and coordinate the validation of major software releases that integrate features from multiple algorithmic teams. Provide informative analysis based on clips and data review.
Manage and oversee both automated and manual validation processes, ensuring thorough data review and quality control.
Prepare clear, structured reports summarizing validation results, issues, and recommendations for technical and management stakeholders.
Plan, track, and coordinate validation projects, maintaining schedules, identifying risks, and communicating progress across departments.
Collaborate with algorithm developers, engineers, and other stakeholders to troubleshoot issues and propose improvements.
Participate in the planning and design of advanced validation processes.

We are seeking an experienced and innovative Senior Platform Engineer to orchestrate the evolution of our cutting-edge GitOps platform. This role is ideal for an engineer with a strong software development background who is passionate about building scalable platforms and developer tools. As the driving force behind our platform innovation strategy, you will be responsible for creating robust self-service solutions, ensuring the stability of our CI/CD workflows, and spearheading large-scale projects in collaboration with stakeholders and engineering managers.
If you are passionate about applying your software engineering skills to solve complex infrastructure challenges, we want to hear from you.
What will your job look like
Architect, implement, and drive the strategic direction of our GitOps platform, leveraging ArgoCD and Helm on Amazon EKS.
Develop and maintain user-friendly, self-service tools and automation to empower our engineering teams and accelerate development cycles.
Own and enhance our GitLab CI pipelines, ensuring they are stable, performant, and scalable to meet the demands of a growing organization.
Apply software engineering best practices to design, develop, and maintain robust platform tools, services, and automation using Python, Bash, and Node.js.
Direct complex, cross-functional projects from conception to completion. Work closely with developers, engineering managers, and other stakeholders to gather requirements, drive adoption, and communicate progress.
Champion DevOps and GitOps best practices across the organization and mentor other team members.

We are At Cross River, we're building the financial infrastructure that powers global innovation. With our cutting-edge suite of embedded payments, cards, and lending solutions, we enable millions of businesses and consumers to transact seamlessly and securely. With 900+ employees worldwide and an R&D center of over 160 employees in Jerusalem - we’re reshaping how financial technology is developed and delivered. .

The Role:
We are looking for a backend engineer who can design, build, and operate highly reliable Node.js services on AWS that enable generative?AI capabilities across our products and internal workflows. You will create scalable APIs, data pipelines, and serverless architectures that integrate large?language?model (LLM) services such as Amazon Bedrock, OpenAI, and open?source models, enabling teams to safely and efficiently leverage generative AI.

Who You Are:

* You have experience building Retrieval?Augmented Generation (RAG) systems or knowledge?base chatbots.
* You're Hands?on with vector databases such as Pinecone, Chroma, or pgvector on Postgres/Aurora.
* Have AWS certification (Developer, Solutions Architect, or Machine Learning Specialty).
* Experience with observability tooling (Datadog, New Relic) and cost?optimization strategies for AI workloads.
* Background in microservices, domain?driven design, or event?sourcing patterns.

What You’ll Actually Be Doing:

* Design and implement REST/GraphQL APIs in Node.js/TypeScript to serve generative?AI features such as chat, summarization, and content generation.
* Build and maintain AWS?native architectures using Lambda, API Gateway, ECS/Fargate, DynamoDB, S3, and Step Functions.
* Integrate and orchestrate LLM services (Amazon Bedrock, OpenAI, self?hosted models) and vector databases (Amazon Aurora pgvector, Pinecone, Chroma) to power Retrieval?Augmented Generation (RAG) pipelines.
* Create secure, observable, and cost?efficient infrastructure as code (CDK/Terraform) and automate CI/CD with GitHub Actions or AWS CodePipeline.
* Implement monitoring, tracing, and logging (CloudWatch, X?Ray, OpenTelemetry) to track latency, cost, and output quality of AI endpoints.
* Collaborate with ML engineers, product managers, and front?end teams in agile sprints; participate in design reviews and knowledge?sharing sessions.
* Establish best practices for prompt engineering, model evaluation, and data governance to ensure responsible AI usage.


Why You’ll Love Working Here:

* Flexible hybrid model: 3 days a week in the office – A must
* ₪1,000 net monthly wellness benefit – from therapy to Pilates to your kid’s art class
* Full Keren Hishtalmut, private health & dental insurance
* Donation matching, volunteering days, team outings, and mentorship programs
* A mission-driven culture that values ownership, trust, and meaningful impact


Next Step:
Hit Apply. Bring your AI vibes. We’ll bring the challenge - and the snacks.