לוח משרות דרושים NLP/Machine Learning משרה מלאה

We are seeking a talented and experienced Data and ML Engineer, youll be leading the ML infrastructure and data processing R&D effort, taking a pivotal part in developing our proprietary machine learning-based perception and navigation algorithms.

In this position, you will report to the AI Team Lead and play a key role in a fast-growing team with significant impact and potential for professional and personal growth.

Responsibilities - what you will be doing

Design, build, and manage the data processing pipelines and solutions used for training and testing of AI algorithms
Collaborate closely with perception and navigation R&D team members to implement machine learning algorithms and models tailored for high-accuracy offline execution, later to be used for automatic labeling and semi-supervised training
Profiling, analyzing, and benchmarking of models to identify areas for improvement in terms of efficiency, and accuracy emphasizing aspects of real-time performance on embedded platforms
Stay up to date with the latest advancements in deep learning foundation models and ML algorithms, data management solutions, and cloud computing advancements
Collaborate with the data management and cloud teams to guide and build a unified data management solution based on multi-sensors and our various data sources

We are looking for a senior ML Software Engineer to join our R&D team. In this position you will need to implement innovative ML algorithms on a variety of platforms: web, mobile devices, cloud, etc. You will also learn the latest machine learning techniques.
Responsibilities: · Writing clean, high-quality, high-performance, maintainable code. · Writing algorithms for video processing. · Porting algorithms from Python to other languages (e.g., JS/TS). · Integrating these algorithms into the product. · Investigating and eliminating performance bottlenecks.

Our company is a global leader in space-based intelligence solutions, trusted for over two decades by the world's leading defense and intelligence agencies.
We specialize in delivering custom-made solutions that meet the strategic intelligence requirements and challenges of our clients.
We are looking for a highly motivated and experienced ML Engineer to join our dynamic team.
In this role, you will be designing, implementing, and deploying advanced Machine Learning pipelines to enhance the intelligence capabilities of our solutions.
You will work closely with data scientists, software developers, and DevOps teams to ensure seamless integration and deployment of these technologies in production environments.
This role is an opportunity to be at the forefront of technological innovation in space-based intelligence.
You will work with a team of experts dedicated to maintaining our standing as a leader in the industry and will have the chance to contribute to projects of national and international significance.
Responsibilities:
* Design and develop sophisticated Machine Learning (ML) pipelines end-to-end, tailored for scalability, usability, and high performance.
* Collaborate with software developers and data scientists to integrate Machine Learning technologies into robust production systems.
* Continuously monitor and evaluate the performance of deployed models, optimizing them through regular testing, experimentation, and updates.
* Keep track of the latest advancements in Machine Learning and related technologies, integrating cutting-edge solutions to enhance product offerings.
* Manage data from diverse sources, develop features from raw data, and build comprehensive end-to-end ML pipelines.

Rail Vision is a multidisciplinary startup headquartered in Ra'anana. We utilize the latest Artificial Intelligence and Electro Optics technologies and develop lifesaving, vision systems for the global railway market. We are looking for an experienced and sharp Algorithm Manager with management experience and a solid understanding in Deep Learning and Computer Vision in order to effectively lead a team of researchers who develop the core networks and algorithms for collision avoidance, utilizing multiple cameras at multiple wavelengths and zoom, multiple corresponding inertial and location hardware. What will you do?
* Leading a team of researchers and communicate with other research teams.
* Developing the next generation algorithms including different CNN architectures, CV algorithms and algorithms that utilize Physics in complex environment.

Advantages:

* Familiar with Electro optics devices (Thermal cameras, lenses, etc.)
* Experience working in multidisciplinary environments
* Experience in the automotive industry

an automated AI-based predictive analytics platform. It simplifies and accelerates the process of building and deploying machine learning models in various business use-cases, such as life-time value, Churn, demand forecast and more. connects to the raw data and completely automates the data preparation, engineering and prepossessing phases, as well as the model training and evaluation lifecycle. It was acknowledged as one of Israel's 50 most promising startups two years in a row

Company Highlights:
Series C company with over $117M raised to date. Tier-1 investors: Google Ventures (GV), Insight Partners, GGV, Dell Ventures, Mindset and S Capital.
80 employees
HQ in Tel Aviv with growing sales and marketing organization in the US
Customers across CPG, retail, healthcare, mobile apps, fintech, insurance, and consumer services. Marquee customers include Johnson & Johnson,, and SciPlay.

Responsibilities:
Work on core data and machine learning infrastructure, which is at the heart of offering. You will create innovative solutions for data ingestion and normalization from multiple data sources, feature engineering and feature selection, as well as actual model training and evaluation. All in large scale and completely automated.

We are looking for a LLM Specialist.
The LLM Technology Specialist will be integral in leveraging the latest advancements in large language models and related AI technologies to enhance our marketing efforts. This role is responsible for identifying and applying innovative AI solutions to improve marketing strategies and operations.
What you will be doing:
Keep up-to-date with the latest trends in large language models, both open-source and proprietary.
Analyze how leading companies utilize LLMs in marketing to uncover best practices.
Identify promising LLM applications within marketing to boost efficiency and effectiveness.
Prioritize and guide the implementation of these applications in collaboration with the marketing and tech teams.
Develop effective prompts with stakeholders to achieve desired outcomes using LLMs.
Prototype potential applications that address specific marketing challenges.
Ensure prototypes are smoothly transitioned into production with the help of the marketing-tech team.
Conduct training sessions to enhance the marketing team's proficiency with AI tools.
Monitor and report on the performance of AI implementations.
Offer insights and recommendations based on data and industry trends.

We are looking for a Data Science Researcher.
What you will be doing:
Lead machine learning based projects from ideation, through research, evaluation, production implementation and monitoring.
Conduct independent applied research and innovation in new content and technological domains.
Truly understand data and draw practical conclusions from it.
Work with engineers, designers and product managers to produce new initiatives and improvement ideas.
Keep abreast of new research developments in academia and expose them to all team members and stakeholders.

We are looking for a Machine Learning Engineer to join our Data Science group.
We are a fast-growing company that is building a multi-product platform for eCommerce brands, and the Data Science group is at the heart of our innovative solutions.
Our group works on fundamental challenges within the eCommerce space which span a variety of domains, such as Machine Learning, Deep Learning, NLP, Generative AI, Reinforcement Learning, Recommendation Systems, Computer Vision and more.
You will:
Build data pipelines & large scale solutions based on ML models.
Work with big data technologies (e.g., AWS, spark, airflow, k8s), ML technologies (e.g., pytorch, keras, mlflow) and software engineering technologies (e.g., git, docker, jenkins).
Collaborate with highly experienced developers and researchers.
Constantly learn new stuff.

Join the forefront of innovation as a fullstack Generative AI Engineer, where cutting-edge technology meets transformative solutions.
we're not just developing products; we're revolutionizing the accessibility domain with the power of generative AI.
Our mission is to make digital products universally accessible, leveraging the latest advancements in AI technology.
This is your chance to be part of a groundbreaking journey, creating end-to-end products that are not only technologically advanced but will also make the digital world accessible to everyone.
Your Impact & Responsibilities:
Design, develop and implement products that incorporate generative models, knowledge retrieval and task specific prompt engineering
Find creative solutions to bypass existing LLM blindspots and weakness
Research and stay updated with the latest trends and advancements in Generative AI
Deliver solutions to production in collaboration with backend and frontend teams

Join the forefront of innovation as a fullstack Generative AI Engineer, where cutting-edge technology meets transformative solutions.
we're not just developing products; we're revolutionizing the accessibility domain with the power of generative AI.
Our mission is to make digital products universally accessible, leveraging the latest advancements in AI technology.
This is your chance to be part of a groundbreaking journey, creating end-to-end products that are not only technologically advanced but will also make the digital world accessible to everyone.
Your Impact & Responsibilities:
Design, develop and implement products that incorporate generative models, knowledge retrieval and task specific prompt engineering
Find creative solutions to bypass existing LLM blindspots and weakness
Research and stay updated with the latest trends and advancements in Generative AI
Deliver solutions to production in collaboration with backend and frontend teams.

Join Matrix DnA - Leading data AI Company
Were hiring a data AI Product Manager!
About the Role
As a data AI Product Manager, you will be instrumental in developing AI solutions, managing project timelines and resources, and leading organizational AI strategies.