דרושים » תוכנה » Computer Vision and Deep Learning Engineer

We are seeking an exceptional Data Scientist to lead applied research in machine learning and drive the AI transformation . This pivotal role will shape the next generation of customer-facing products and internal tools, helping to redefine the trading experience through advanced AI.
Key Responsibilities:
Design and build end-to-end AI workflows including synthetic dataset generation, data preprocessing, model development, deployment, and agent orchestration.
Design and implement LLM (Large Language Model) evaluation frameworks to assess new AI models, techniques, and parameters.
Process and analyze large-scale structured and unstructured data from databases, APIs, and develop machine learning models for time series forecasting, regression, and classification tasks.
Design and implement enterprise-grade RAG systems using LLMs, vector databases, GraphRA, G, and intelligent agents.
Optimize AI-user interactions through advanced prompt engineering and retrieval strategies.
Translate cutting-edge AI research into practical, scalable tools for internal and customer-facing applications and collaborate with global and cross-functional R&D teams to drive innovation across product lines.
Apply MLOps and LLMOps best practices to ensure robust model training, deployment, and monitoring pipelines.

our company, an AI-first company, is revolutionizing how visual content is created. With a mission to bridge the gap between imagination and creation, we are dedicated to bringing cutting-edge technology to the creative and business spaces.
Our advanced AI photo and video generation models, including our open-source LTXV model, power our apps and platforms, including Facetune, Photoleap, Videoleap, and LTX Studio, allowing creators and brands to leverage the latest research breakthroughs, offering endless control over their creative potential. Our influencer marketing platform, Popular Pays, provides creators the ability to monetize their work and offers brands opportunities to scale their content through tailored creator partnerships.
What you will be doing
As an ML Software Engineer with a focus on low-level and CUDA-based optimizations, you will play a key role in shaping the design, performance, and scalability of our companys machine learning inference systems. Youll work on deeply technical challenges at the intersection of GPU acceleration, systems architecture, and ML deployment.
Your expertise in CUDA, C/C++, and performance tuning will be crucial in enhancing runtime efficiency across heterogeneous computing environments. Youll collaborate with designers, researchers, and backend engineers to build production-grade ML pipelines that are optimized for latency, throughput, and memory use, contributing directly to the infrastructure powering our company's next-generation AI products.This role is ideal for an engineer with strong systems-level thinking, deep familiarity with GPU internals, and a passion for pushing the boundaries of performance and efficiency in machine learning infrastructure.
Responsibilities
Design and implement highly optimized GPU-accelerated ML inference systems using CUDA and low-level parallelism techniques
Optimize memory, compute, and data flow to meet real-time or high-throughput constraints
Improve the performance, reliability, and observability of our inference backend across diverse compute targets (CPU/GPU)
Collaborate with cross-functional teams (including researchers, developers, and designers) to deliver efficient and scalable inference solutions
Contribute to ComfyUI and internal infrastructure to improve usability and performance of model execution flows
Investigate performance bottlenecks at all levels of the stackfrom Python to kernel-level execution
Navigate and enhance a large, complex, production-grade codebase
Drive innovation in low-level system design to support future ML workloads.

We offer exciting career opportunities for those interested in joining a pioneering team that is committed to transforming cancer care for patients across the globe. Working here whether it be in one of our labs, corporate offices, the field enables our employees to not only make a meaningful impact on the lives of patients, but to also learn and grow within a results-driven environment that values innovation, collaboration, and compassion.Send your resume directly to SW team manager, Israel officeThe PositionWe are seeking a highly skilled Senior Software Development Engineer with expertise in C #/ Python, AWS, and CI/CD practices.
The ideal candidate will have a strong background in software development, cloud computing, and continuous integration/continuous deployment methodologies. You will be responsible for designing, developing, and maintaining scalable software solutions that power our products and services.This position is a hybrid position located in our Haifa office. We are also open to remote for candidates.
Key Responsibilities:
Design, develop, and maintain high-quality software solutions using C # and/or Python.
Architect and lead the implementation of cloud-based applications and services on AWS.
Develop and manage CI/CD pipelines to ensure seamless integration and deployment of code.
Collaborate with cross-functional teams to define, design, implement, TEST and ship new features.
Troubleshoot and resolve complex technical issues and bugs.
Mentor junior engineers and provide technical guidance and code reviews.
Stay up-to-date with the latest industry trends and technologies to ensure our solutions remain current and competitive.

Send your resume directly to SW team manager.
What We Can Offer You:
We are a growing company that offers significant career opportunities if you are curious, driven, patient-oriented and aspire to help us build a great company. We offer competitive compensation and benefits, and are committed to fostering an inclusive workforce, where diverse backgrounds are represented, engaged, and empowered to drive innovative ideas and decisions. We are thrilled to be recognized as a 2024 Certified Great Place to Work in both the US and Israel - a testament to our dynamic, inclusive, and inspiring workplace where passion meets purpose.
About us:
We are a global genomic diagnostics company that improves patient care by providing answers to clinical questions, informing diagnosis and treatment decisions throughout the patient journey in cancer and other diseases. The companys growing menu of genomic tests leverage advances in genomic science and technology, enabling patients to avoid risky, costly diagnostic procedures and quicken time to appropriate treatment.

We are looking for a highly motivated backend software engineer specializing in creating high-scale, distributed backend systems.
You will design and implement ML/AI infrastructure components (model‑serving APIs, inference pipelines, feature stores).
Collaborate closely with data scientists and data engineers to productionize models and automate retraining workflows.
You must demonstrate strong software engineering skills, excellent interpersonal communication, extreme ownership, and the ability to accept and give meaningful technical feedback.
You will be responsible for designing architecture, writing correct, robust code, maintaining and improving existing functionality, and shipping new features.
You will work as part of a Scrum-Agile cross-functional team and collaborate with front-end engineers, quality engineers, product managers, and more.
The platform you help us build will scale novel functionality to millions of Plus users worldwide.
Our team strives to set the bar for real-time, high-scale, mission-critical trading systems. We want to work with people who are excited by this goal and have the talent to deliver on it.
What Youll Do - Responsibilities:
Containerize and deploy ML models at scale.
Build and maintain CI/CD pipelines for automated model training, testing, and deployment.
Work with data engineers to integrate streaming/batch data into feature pipelines
Design and build scalable, high-availability mission-critical systems and APIs
Drive the migration of large-scale, distributed trading services towards cloud-native microservices
Tackle technical challenges - performance, fault-tolerance, security, and live production issues
Work closely with product, DevOps\SRE, and infrastructure teams - we practice full-cycle development where developers own and operate what they build.

We have multiple positions open for Backend Software Engineers  to be hired!!

We are looking for excellent engineers who want to create, impact and collaborate with the best-in-class engineers. Be part of a growing team and contribute to its success. Innovate, solve problems and work as part of a team. Build network systems and services, taking products all the way from an idea to production. Join us as a Software Engineer to build the worlds fastest public cloud and make a difference to millions of people across the planet.

Responsibilities:

You will develop Windows/Linux drivers, services and applications.

You will be participating in multidisciplinary projects in our company, with our Hardware and OS partners.

You will collaborate with different partners in Azure Core team in Israel, US, India and Europe.

You will contribute to new feature design, implementation, testing and deployment at scale.

We are looking for a Senior Machine Learning Algorithm Engineer who is passionate about solving complex, real-world problems at the intersection of hardware and software.
Location: Haifa \ Tel-Aviv in hybrid model.
Responsibilities
Develop advanced ML algorithms using data from our Agents embedded in silicon. Example domains include:
Lifetime predictions
Clustering and dimensionality reduction
Parametric modeling and screening
Time-series forecasting
Lead end-to-end algorithm lifecycle: ideation → research → POC → design → implementation → validation → deployment.
Collaborate closely with cross-functional teams and directly with customers to continuously refine and enhance deployed solutions.
Drive integration of AI-enhanced tools and intelligent pipelines into ML workflows.

Our Research and Innovation Center, is looking for an experienced hands-on software architect with expertise in Cloud, AI, and Distributed Systems to join our AI-accelerated Cloud Storage group. The team designs and develops cutting-edge cloud technologies that power next-generation AI applications, optimizing performance, scalability, and efficiency.
The role involves both high-level system understanding and low-level grasp of the connection between storage and AI, to push the boundaries of cloud infrastructure for AI workloads. If you want to be part of something bigger, if you are a team player with excellent communication skills and the motivation to revolutionize AI-driven cloud technologies, youre welcome on board!

We have multiple positions open for Backend Software Engineers  to be hired!!

We are looking for excellent engineers who want to create, impact and collaborate with the best-in-class engineers. Be part of a growing team and contribute to its success. Innovate, solve problems and work as part of a team. Build network systems and services, taking products all the way from an idea to production. Join us as a Software Engineer to build the worlds fastest public cloud and make a difference to millions of people across the planet.

Responsibilities:

You will develop Windows/Linux drivers, services and applications.

You will be participating in multidisciplinary projects in our company, with our Hardware and OS partners.

You will collaborate with different partners in Azure Core team in Israel, US, India and Europe.

You will contribute to new feature design, implementation, testing and deployment at scale.

We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Googles needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward.
Responsibilities
Write product or system development code.
Participate in, or lead design reviews with peers and stakeholders to decide amongst available technologies.
Review code developed by other developers and provide feedback to ensure best practices (e.g., style guidelines, checking code in, accuracy, testability, and efficiency).
Contribute to existing documentation or educational content and adapt content based on product/program updates and user feedback.
Triage product or system issues and debug/track/resolve by analyzing the sources of issues and the impact on hardware, network, or service operations and quality.