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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.

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.

Were building a new multidisciplinary Real-World Evidence (RWE) team, and were looking for a Real-World Evidence Research Scientist to join us on this exciting journey!
This is a unique opportunity to be part of a newly formed team, where each member brings a different expertise, and together well create meaningful data-driven insights to impact the world of healthcare.
What will you do?
Dive deep into complex, real-world datasets clinical data, oncology, and other unexplored data sources.
Lead full-cycle research processes: hypothesis generation, algorithm development, data cleaning, analysis, visualization and reporting of research findings.
Perform survival and other statistical analyses using advanced methods on large clinical datasets including Cox proportional hazards models, Kaplan-Meier estimators, temporal data models, propensity score matching etc.
Write clean, high-quality code (Python, SQL) and work with leading libraries (such as: Pandas, SKLearn) and apply Machine Learning techniques where appropriate.
Collaborate in a dynamic team culture that values sharing knowledge, peer feedback, and continuous learning.

The Cellular group is looking for an extraordinary Systems and Algorithms engineer with extensive experience in signal processing and AI/ML development to develop and drive pioneering technologies for products. As part of the team, you will work on the recent cellular technologies, LTE, 5G, and 6G, to develop solutions on the cellular Modem, focusing on AI/ML-based solutions. You will have the chance to be part of an exciting development process that brings new solutions to life in ground breaking areas of cellular chip development, which is a key part of products.

Imagine what you could do here. new insights have a way of becoming extraordinary products, services, and customer experiences very quickly. Bring passion and dedication to your job, and the sky is the limit. We are the home for dynamic, inquisitive, and inspiring people and innovative technologies.
Description
Leading role in developing systems and algorithms for Cellular modems:
Advanced modulation and demodulation techniques, channel estimation and tracking, radio impairments compensation, and more
Multidisciplinary problem-solving, development of classical and data-driven algorithms with end-to-end simulation
Present your work effectively to engineering and executive management

offers hope to patients suffering from rare and severe diseases by forming partnerships with emerging biotech companies to accelerate access to highly innovative therapies in international markets.

As the creator and leader of the global partnership category in the pharma industry, we strive to be Always Ahead and work relentlessly to bring therapy to patients in need, no matter where they live.

Our values are at the core of every action we take, and we are committed to going above and beyond for the benefit of the patients we serve.

We are a dynamic, fast-paced company operating in over 25 countries on 5 continents. We are looking for out-of-the-box thinkers, people who are passionate, caring, agile, and adaptive, to join us on our mission. If you want to make a difference in people's lives, we invite you to join us!

The product manager will be responsible for fully managing the commercial aspects of the product- strategy, budgeting, and business plan, including its execution, and checking if it meets its target. Working closely with overseas partners, having an in-depth understanding of the field, and KOL's.

The role combines working in the field, implementing and monitoring unique projects, and working at the office. It also combines managing the field force.

Responsibilities
Full ownership of the products, leading them to sales targets
Collect in-field,cross-functional, and market analysis data and synthesize insights and stakeholders behavior and drivers
Work with a cross-functional team to build a strategic business cross-functional plan based on strategic objectives and define KPIs
Build a tactical plan including innovative tactics and omni-channel plan to meet strategic objectives
Execute tactical plan according to KPIs, objectives, and timeline, and monitor it.
Prepare & execute a budget plan.
Build and manage a territory plan and monitor it.
Management of field force, including KPIs setting, planning and monitoring field work, employees development, and recruitment to handle complex field projects.
Project Management: Identifying and driving critical projects that generate exponential growth
Develop marketing material for in-field use in collaboration with the partner and according to local regulatory requirements.
Working with the medical manager to analyze scientific data and present to stakeholders
Troubleshoot and objection handling.
Work in accordance with the company code of ethics and guidelines laid down by the regulatory department.
Work with the internal team to find solutions to get things done in a simplified way.
Business meetings with overseas partners, training sessions, conferences, etc
Participation in conferences in Israel and abroad according to strategic priorities.

We are developing state-of-the-art LiDAR sensors and advanced perception software for the automotive industry. We are looking for a Senior System Engineer to join our fast-paced, innovative team developing LiDAR systems for autonomous vehicles. We are looking for a talented hands-on individual contributor and feature owner, to lead multi-disciplinary systems development and integration, from KPI and data analysis and algorithm prototyping to customer delivery.
Responsibilities
Lead system engineering activities across the LiDAR development lifecycle, from concept through validation and integration into vehicle platforms.
System-level testing, characterization and modeling.
Develop FW algorithms, calibration methods and post processing solutions to complex challenges.
Integrate multi-disciplinary sub-systems, including electro-optics, electronics, firmware, mechanics, software, etc.
Contribute to requirements definition, system design, and design reviews with cross-functional teams.
Develop Python/MATLAB-based simulations, prototypes, and automation tools for rapid proof-of-concept and laboratory equipment control.
Communicate technical results and lead development processes according to Automotive SPICE standards.

Computer Vision Algorithm engineer Location: Haifa A leading defense technology company is seeking an experienced Computer Vision Algorithm engineer to join a multidisciplinary team developing advanced EO tracking and detection systems.

Required Senior Deep Learning Algorithm Developer- L2++ Group
Description
A leading AI Company in the Automotive Industry, is expanding! Following recent major design wins with leading global OEMs, we're scaling up our operations and innovation efforts. This is your chance to be part of a groundbreaking company at the forefront of automotive safety and intelligence.
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.