דרושים » תוכנה » Senior Deep Learning Algorithm Engineer

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פורסם ע"י המעסיק
09/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
At UVeye, 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 over $200M in funding and strategic partnerships with industry giants such as Amazon, General Motors, Volvo, and CarMax, UVeye 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 Deep Learning Team and Computer Vision Leader with proven capabilities to lead the development of new products from concept to production. In this role, you will be leading a highly talented team, while creating diverse algorithms based on computer vision and deep learning.
A day in the life and how you’ll make an impact:
* Lead a team of algorithm/DL engineers developing novel and efficient computer vision and deep learning algorithms from concept to production
* 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
Requirements:
* A Master’s or Ph.D. in Computer Science, Engineering, Mathematics, or a related field.
* 5+ years of industry experience in developing and productizing computer vision and deep learning algorithms.
* 3+ years of experience working on major AI vision problems in detection, classification, and segmentation with a proven track record of successfully leading algorithm teams
* Hands-on research and industry experience with a proven track record
* Experience in managing different algorithm team members such as ML & CV developers
* Experience with Major Deep Learning Frameworks (such as PyTorch, TensorFlow, etc.).
* Experience in the fields of: Semi-supervised learning/ Unsupervised learning/ Active learning/ Reinforcement learning/ Radiance fields/ Tracking / Identification / Image Retrieval / Anomaly Detection / Pose Estimation / OCR - Advantage
Attributes
* Comfortable in unexplored territory
* Possess the skill to break down intricate problems into manageable parts, followed by proposing effective and actionable solutions
* Maintain a steadfast focus on delivering not just insights but actionable results that have a measurable impact on the project or the organization
* Good communication skills with a can-do attitude.
* Agility and multitasking, Independent and self-motivated.
* Good time management, task prioritization skills, and accountability.
* Excellent English.

Why UVeye: Pioneer Advanced Solutions: Harness cutting-edge technologies in AI, machine learning, and computer vision to revolutionize vehicle inspections. Drive Global Impact: Your innovations will play a crucial role in enhancing automotive safety and reliability, impacting lives and businesses on an international scale. Career Growth Opportunities: Participate in a journey of rapid development, surrounded by groundbreaking advancements and strategic industry partnerships.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
3 ימים
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for an experienced Senior Deep Learning Algorithm Engineer with proven capabilities to lead the development of new products from concept to production.

A day in the life and how youll make an impact:
Design and development of novel and efficient computer vision and deep learning algorithms from concept to production.
Create proof of concept for new products and technologies.
Evaluate and benchmark different algorithms on unique proprietary datasets.
Collaborate with team members to define future technology and features.
Stay updated on the latest advancements in DL research and implement best practices in DL development.
Requirements:
Requirements:
MS.c. in CS, EE, or related field.
5+ years of industry experience in the development and productization of deep learning algorithms.
Hands-on research and industry experience with a proven track record.
Experience with major deep learning frameworks (such as PyTorch, TensorFlow, etc.).
Full proficiency in Python.

Attributes:
Comfortable in unexplored territory.
Possess the skill to break down intricate problems into manageable parts, followed by proposing effective and actionable solutions.
Good communication skills with a can-do attitude.
Agility and multitasking, Independent and self-motivated.
Good time management, task prioritization skills, and accountability.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
13/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Our Tel-Aviv-based team is committed to spearheading innovative projects using cutting-edge technologies such as Large Language Models (LLM) to create novel hiring solutions for global clients. As part of our team, you'll be at the forefront of our mission, directly influencing the hiring experiences of millions of candidates worldwide.

Sound like your perfect fit? We want to hear from you!

In this role as a Senior Software Engineer, you will:

Dive deep into Large Language Model (LLM) technologies, actively researching and experimenting with new solutions to drive innovation in hiring practices.
Implement practical applications of LLM research findings into end-user-facing applications, creating scalable and impactful tools that directly impact clients.
Adopt lean methodologies to swiftly meet business objectives, swiftly iterating based on client feedback and being unafraid to take risks and learn from failures.
Deeply understand product challenges to make intelligent and efficient software-building decisions.
Collaborate closely with our global R&D, Product, and Design teams located in the US and Vietnam. This role includes the exciting opportunity for international travel once or twice a year, fostering cross-cultural cooperation and growth.
Requirements:
5+ years of hands-on experience in backend-oriented software development in a startup
B.Sc. in Computer Science or Engineering
Proven Experience in backend technologies, preferably Python
Experience leading a project in an LLM development environment (LangChain, HuggingFace, Prompt Engineering) - an advantage
Experience in software architecture design
Experience in a cloud-based environment: AWS/Azure, RESTful API, Nginx, Docker, CI - Jenkins, SQL/Postgres, Kubernetes
A passion for learning, constantly staying up to date with innovative technologies
High ownership perception with a can-do approach
Self-managed and high ability to work independently
Great leadership skills with a high mentoring attitude within the team
Ability to multi-task, organize, and prioritize work.
Willingness and ability to work in a fast-growing, dynamic environment using cutting-edge innovative technologies
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
12/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
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
Requirements:
BSc in Computer Science or Software Engineering or equivalent degree
Solid background in cloud-based workflows, acquaintance with existing data management and infrastructure frameworks, and understanding of tradeoffs and limitations of different solutions
Proficiency in Python programming, experience working with relevant deep learning and data processing libraries (Pytorch /TensorFlow, Pandas)
Proven experience with designing and building pipelines for Machine Learning projects based on the implementation of SOTA algorithms
Advantages this will bring you to our front-row

Expertise in one or more perception-related aspects of computer vision are a large advantage (SLAM, sensor fusion, intrinsic/extrinsic calibration, 3D reconstruction, etc.
Experience with C++ and ROS programming
This position is open to all candidates.
 
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פורסם ע"י המעסיק
לפני 7 שעות
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Globalbit in collaboration with a start-up company dealing in the field of neuroscience and pharmaceuticals which is growing a lot with established projects for the coming years is looking to expand the data science team. We are looking for a senior data Science specializing in algorithms in the field of computer vision and image processing. This is a role well suited to an ambitious professional, looking for the next step in their career. As a Senior Computer Vision Scientist, you will be responsible for:
* Complex, real-world problems with immediate impact on patients lives. You will solve computer vision challenges that can be applied to large scale microscopy imaging.
* You will develop robust object recognition and localization approaches on cloud services to accurately translate biological phenomena into computational readouts.
* You will conduct research, design and production level implementation of disruptive algorithms for semantic segmentation, object detection and classification of 3-dimensional neuron images using Machine Learning and deep learning methods.
* You will be involved in fast prototyping, feasibility studies, specification, and integration of computer vision algorithms into our product components.
* Generating reliable, correct training data with great attention to detail. Identifying and debugging issues in training deep learning models such as overfitting, leakage and label noise.
* You will advance the state-of-the-art in the field, including generating patents and publications in top journals and conferences.


Company:
Genetika+
Requirements:
- Master's degree in engineering required (software, computers, mathematics, physics, etc.) - 5+ years of experience in the development and production of computer vision algorithms and deep learning algorithms. - High proficiency in scientific programming languages such as Python. Especially with deep learning libraries. - Knowledgeable with neural networks model architecture, distributed computing, cloud native services and Agile software development practices.
We are looking for a creative vision in you, the ability to lead tasks independently and also to be an active and dynamic team member with exceptional interpersonal communication. This is a great opportunity to join us in a company that has a very strong influence on the medical era with a strong and well-established technological breakthrough!
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
13/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Were in search of a Prompt Engineer with a Data Science background to join our Tel Aviv-based team and help shape our Large Language Model (LLM) capabilities. In this pivotal role, you will immerse yourself in the world of Large Language Models, diving deep into their intricate mechanisms and potentials. Through your work in shaping prompts and refining conversational AI performance, you'll play a crucial part in elevating the hiring experience for millions worldwide., you'll find an opportunity to explore the exciting frontier of conversational AI, directly influencing its evolution and application. Join us on this transformative journey and let's redefine the landscape of recruitment technology together!

Sound like your perfect fit? We want to hear from you!

As a Prompt Engineer, you will be responsible for developing and refining Large Language Model (LLM) prompts to strengthen and scale conversational AI capabilities. In this role, you will:

Dive deep into the potential of Large Language Models (LLMs), specifically aiming to enhance the conversation quality of our AI-driven hiring assistant. Experiment with different techniques and methodologies to optimize the interaction between users and AI.
Craft, test, refine, and optimize prompts to effectively communicate with existing AI models, aiming for improved clarity, efficiency, security and user satisfaction.
Implement and assess practical applications of LLM research findings in user-facing applications, creating scalable, impactful tools.
Develop scalable testing methods for LLMs, allowing for rigorous and systematic evaluation of different models, parameters, and techniques.
Work closely within our global R&D team to drive the evolution of prompt strategies, fostering a collaborative and innovative environment
Requirements:
Bachelors Degree in Computer Science or related field
At least 2 years of experience in Data Science roles
Deep interest and foundational knowledge in Large Language Models (LLMs) and Prompt Engineering
Experience working with AI techniques, Machine Learning, or NLP/NLU
Excellent written communication and problem-solving skills
Fluent in English, including both written and verbal communication
Ability to learn quickly and maintain attention to detail
Authorization to work in Israel
Preferred Qualifications:

Experience working with Python
Experience in UI/UX design or chatbot development platforms
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
7 ימים
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
We are looking for an experienced Senior Data Engineer to join our 'Data & AI' group. As a key member of our team, you will play a crucial role in designing and building data models, developing infrastructure, and optimizing data processes to support our data analysis, data science and engineering teams. You will collaborate with various stakeholders to ensure efficient data ingestion, processing, and analysis, contributing to the overall success of our data-driven initiatives.
Key Responsibilities:
Design and build robust data models and infrastructure to support data science and engineering teams.
Develop and optimize data processes, including ETL/ELT pipelines, for efficient data ingestion and processing.
Identify and understand business processes to derive actionable insights from the data.
Collaborate with BI analysts to create comprehensive reports and dashboards.
Implement and maintain scalable data solutions in a high-volume production environment.
Utilize modern technologies such as M3DB, Open-Search, Grafana, etc., for data processing and analysis.
Lead design initiatives for new products and contribute to best practices.
Work closely with cloud providers like AWS for data storage, computation, and orchestration.
Stay updated with advancements in data engineering, big data, and cloud technologies.
Requirements:
Bachelor's degree in computer science, engineering, or a related field.
5+ years of hands-on experience in data engineering and BI development.
Proficiency in SQL and Python for data manipulation and pipeline development.
Experience with complex ETL/ELT processes and big data technologies
Experience with Airflow.
Strong analytical skills and attention to detail
Excellent communication and collaboration abilities.
Preferred Qualifications:
Experience with machine learning algorithms and AI implementation.
Previous work with distributed systems, real-time analytics, and data visualization tools.
Familiarity with the AWS cloud platform and big data technologies.
Experience with Spark, Kafka, Elasticsearch, DynamoDB, and K8s.
This position is open to all candidates.
 
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פורסם ע"י המעסיק
09/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are Tailor Brands . We built a platform that builds businesses. From launching and managing to growing a business, Tailor Brands is the all-in-one solution that empowers any business owner. Our platform services over 40 million small businesses Our "Guidance Engine" assesses each new business introduced to our platform and devises a tailored plan that allows you to manage all your business needs from a single dashboard. Through our business-building platform, we’re turning the process of starting, managing, and growing a business into a better experience; we’re simplifying the business journey. At Tailor Brands, we believe in more than just handing you another tool; we are dedicated to teaching you the art of building a business
Our team | Our core | Our dream fulfillers When we started Tailor Brands, we wanted to help people accelerate their growth and fulfill their dreams. This also defines us internally; we put our focus on maximizing individual impact and creating an environment of absolute transparency.
About the role Our developers – who work with full CI / CD – are constantly in the blast radius, in that they have end-to-end ownership over every project they take on. We walk every day into our workspace to inspire those around us to do what inspires them. Our goal is to make something beautiful every day, in design, in code, and in our products. As a hands-on Fullstack Tech Lead you will take an active role in defining our technological strategy, standards, and knowledge sharing practices. You will actively develop major features and cross-department projects creating exponential impact with your work. By taking part in our vision you will
* Explore new technologies and approaches to improve the quality and velocity of our delivery.
* Set standards and teach them to the rest of the team.
* Mentor Senior engineers on their path to their next position.
* Collaborate together with product managers, designers, and fellow engineers to bring ideas to life
* Build a modern next-generation web application with a focus on user experience and scale.
* Create efficient and reusable front-end abstractions and systems.
* Craft secure, scalable, and easily maintainable backend services.
* Design and architect solutions, implement the solutions you’ve conceived, and participate in monitoring, scaling, and maintaining them.
* Perform Code Reviews for other team members.
* Promote best practices around backend and frontend development.
* Champion modern technologies and approaches in software development, deployment, and monitoring.
Requirements:
* At least 8 years of experience in web development with Ruby / Node.js / Python / Go / Java / C# / Kotlin / Other
* Experience working with a modern web framework: Ember.js / AngularJS / React / VueJS / Other
* Experience working with relational databases in a production environment
* Experience with the implementation of mobile-responsive UI
* Experience mentoring other engineers
Nice-to-know We are located in Rothschild, Tel Aviv Our hybrid model includes four days in the office and one day at home
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
29/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Required Algorithm Engineer
Are you a visionary Algorithm Engineer with a passion for leading cutting-edge research and implementing innovative solutions in a production environment? If you have a proven track record of developing algorithms in a fast-paced environment, a knack for NLP, and the ability to inspire your colleagues, we want to hear from you!
Responsibilities:
Lead and conduct advanced research in algorithm development, focusing on automatic knowledge-based understanding, entity recognition, and innovative algorithmic models.
Collaborate with a multi-disciplinary team of researchers, data engineers, software developers, and product specialists to solve complex problems.
Take ownership of major building blocks of groundbreaking algorithmic solutions for the world's first multi-dimensional people-skills-jobs AI product.
Lead selected initiatives, taking ownership of the end-to-end agile process from ideation to production-grade implementation, continuously improving the companys algorithmic products.
Work closely with stakeholders to understand business requirements and translate them into actionable algorithmic projects.
Requirements:
BSc or M.sc. in Computer Science or a related field.
A minimum of five years of experience as an algorithm engineer working in a production environment.
Expertise with data engineering ecosystems, e.g. databases, data warehouses, and vectors DBs.
Expertise in designing and implementing algorithms discovery phase to production.
Experience with open-source ML frameworks such as TensorFlow or PyTorch.
Advanced Python skills with a hands-on attitude towards problem-solving.
Strong interpersonal skills, logical reasoning, and a collaborative mindset.
Advantages:
Familiarity with natural language processing (NLP) and large language models (LLMs).
Demonstrated ability to deliver high-impact projects with measurable results.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
20/05/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
we are seeking a skilled Data Scientist to join our dynamic team.
As a Data Scientist specializing in image analysis and text reading, you will play a pivotal role in developing and enhancing our AI-driven solutions for quick and accurate component inspection in electronic manufacturing.
Responsibilities:
Develop and implement advanced algorithms for image analysis and text reading in the context of component inspection.
Collaborate closely with cross-functional teams to enhance existing models and drive continuous improvement.
Work with large-scale datasets, applying statistical and machine learning techniques to extract meaningful insights.
Stay updated with the latest advancements in the field of image analysis and text reading and apply them to enhance our solutions.
Requirements:
Solid experience in data science, with a focus on image analysis and text reading.
Proficiency in programming languages such as Python and familiarity with relevant libraries (e.g., TensorFlow, PyTorch, OpenCV).
Strong understanding of statistical modeling, machine learning, and deep learning algorithms.
Experience working with large-scale datasets and applying data preprocessing techniques.
Excellent problem-solving skills and the ability to work independently as well as in a team environment.
Strong communication and presentation skills, with the ability to convey complex concepts to non-technical stakeholders.
This position is open to all candidates.
 
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