Are you a Computer Vision and Deep Learning expert with a passion for tackling hard research problems and publishing their innovative solutions at top quality conferences? Are you a visionary that loves to come up with bright new ideas, search and lead them all the way to successful academic and business results? If this describes you, then the AI Multimedia department at the IBM Haifa Research Labs is the right place for you.
Our AI Multimedia team focuses on Artificial Intelligence that specializes in deep learning, computer vision, augmented reality, video analytics and 3D vision to innovate and grow new Research AI assets.
Join us to become an AI Researcher – to be given the freedom to create and embrace cutting edge AI challenges, publish papers in top-tier academic conferences and journals, while helping transforming and solving customer's technological, business and functional requirements.
Research, design, implement and evaluate novel computer vision and deep learning algorithms
Collaborate with research groups spread all over the world expanding IBM’s global research assets
Work closely with software engineering teams to drive scalable, real-time implementations
Author and present outstanding research academic publications in top academic venues.
Position location: Tel Aviv or Haifa site.
Required Technical and Professional Expertise
MSc or PhD in the field of Computer Vision, Machine learning or related domains
knowledge of and experience in state-of-the-art computer vision and machine learning and deep learning technologies
experience in understanding and implementing computer vision algorithms using open-source and self-developed code
Preferred Technical and Professional Experience
Publications at top quality peer-reviewed conferences or journals (e.g. CVPR, NIPS, AAAI, ICCV, ECCV)
Proven track record of innovation in creating novel algorithms and advancing the state of the art
Experience working with major Deep Learning platforms (e.g. TensorFlow, Keras, PyTorch)
Research Intern – Microsoft’s Machine Learning Recommendations Team
The recommendation team in Israel is a fast growing team responsible for designing and building recommendations algorithms for a wide array of Microsoft products such as Xbox Games, Movies, Music, Microsoft Store, and much more. We develop cutting edge machine learning algorithms that serve hundreds of millions of users around the globe. Our team is looking for research interns to join one of the best machine learning group in Israel.
Responsibilities include: Working with world class machine learning researchers and data scientists. Help developing real-world machine learning algorithms serving millions of users worldwide. Developing recommender systems for Microsoft Store, Xbox games and movies. Working with big data. Statistical analysis of data. Extracting insights from data. Data manipulations (filtering, data transformations, etc.). Writing and publish academic papers in top tier machine learning and data mining conferences.
Qualified candidates meet the following requirements:
Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, sex, sexual orientation, gender identity or expression, religion, national origin or ancestry, age, disability, marital status, pregnancy, protected veteran status, protected genetic information, political affiliation, or any other characteristics protected by local laws, regulations, or ordinances.
We greatly encourage and welcome qualified candidates who happen to have disabilities to apply for jobs in our company
All Intern positions will be required to pass the Microsoft background check upon hire
Artificial Intelligence is playing an increasing role in sales organizations of all sizes. Enterprises communicate with customers over phone, on email, in chats. Salespeople rely on AI to analyze the growing data and provide actionable insights. For example: which deal could be at risk? what challenges my competition? Which email is more important to read first? What do I need to know before my meeting? And many other scenarios that we can’t yet make public!
Dynamics for Sales is a huge and healthy business already, and we are building a big team which centralizes its AI capabilities, and take them to the next level. We analyze a variety of data types: text, speech (voice), structured data; we build models which give actionable and timely insights; and work on advanced personalization and customization to empower sales people to excel.
Work and Responsibilities
As a scientist you will be a member in a team of scientists. You will:
We provide the scientist with top-notch opportunities to work, grow, learn, as well as engage in academic activities such as publications and conferences, patenting, giving talks, traveling to customers and collaborators.
We are seeking an excellent candidate for a postdoctoral fellowship position. The research is interested in assessing new biomarkers elaborated from physiological time series and demographic information for assessing the causal link between obstructive sleep apnea (OSA) and the development of cardiovascular conditions (CVD). Better phenotyping of individuals that may develop CVD as a result of OSA will support clinical decision making for diagnosis and treatments routes. The work will involve working with large datasets (6000+ patients) of polysomnography data (overnight recordings) provided by different partnering medical institutions. The AIMLab. is computationally oriented and therefore candidates are required to have good computational abilities and programing skills. A typical candidate for this position is a PhD in machine learning with an interest in applying his/her skills to the medical field. The candidate will obtain a full stipend and travel to present his/her work at international conferences.
Biomarkers for Obstructive Sleep Apnea Phenotyping.
Open Until Filled.
Candidates are required to have good computational abilities and programing skills.
Sleep Medicine, Machine Learning, Big Data.
At Mobileye we know that the idea of a fully autonomous car is no longer science fiction, but a reality that we can make happen! We have spent more than 15 years developing the world's most advanced driver assistance systems and becoming a global leader in computer vision and machine learning.
Be part of the driving revolution!
What will YOU do?
Our company has an amazing algorithms department, where you can develop yourself and interact with top experts.
The position offers an opportunity to develop and lead solutions of challenging algorithmic problems in the field of computer vision and machine learning.
A Deep Learning Researcher & Engineer in the algorithms department will be involved in some or all of the following tasks:
Looking for your next deep learning challenge? Have a passion for speech-to-text technology? Want to work with the best voice-tech talents in Israel? We’re your next career stop!
LogMeIn simplifies how people connect with each other and the world around them to drive meaningful interactions, deepen relationships, and create better outcomes for individuals and businesses. LMI is one of the world’s top 10 public SaaS companies – and launching a new AI Center of Excellence in Herzliya that will conduct research and development for the entire LogMeIn portfolio of products – Speech-to-text, NLP, NLU and more. You’ll join a world-class team that keeps pushing the limits as we work to establish the finest AI teams in Israel!
What’s it like to work for us? Imagine a small and cozy startup, backed by a global tech leader. We offer competitive compensation, office perks, ability to participate in global hackathons, happy hours, work-life balance, personal growth plans, volunteer work and more!
-> Your research and outcomes will help millions to become more effective in their everyday work and communication.
-> You would be part in solving big-world problems
-> A curious sort, always embracing learning in a fast-paced and demanding environment.
-> You want to invest in personal development and be all you can be.
-> Report to the head of research in Herzliya.
-> Work in a research team that develops a state-of-the-art Speech Recognition Engine;
-> Implement and evaluate novel approaches and methods for enhancing the recognition accuracy and/or expedite performance;
-> Investigate adaptation techniques for various scenarios;
GREAT TO HAVES:
-> MSc in Computer Science, Mathematics or Electrical Engineering;
-> Practical experience with Machine Learning and Deep Learning;
-> Proficiency in at least one of the following languages: C/C++, Java, Python;
-> Ability to carry out research independently, or in collaboration with 1-2 other researchers.
-> Love for music
NICE TO HAVES:
-> Knowledge and experience with Automatic Speech Recognition (toolkits like Kaldi or HTK);
-> Knowledge and experience with Deep Learning frameworks such as TensorFlow, PyTorch or Keras;
-> Experience with statistical language processing.
Make sure partnering with us proves to be your best career move.
Amazon AWS Rekognition is looking for Full-Time Applied Scientists!
Join a new team of talented scientists, and research with us cutting edge computer vision and machine learning solutions.
Academic publications within the team are highly encouraged.
– M.Sc. or PhD in machine learning / computer-vision / data-science and/or related fields
– Python hands-on experience with deep-learning frameworks
– Experience with Unix environment is preferred
We have open positions both in Tel-Aviv (Sarona) and Haifa (Matam).
If designing stat-of-the-art AI for chatbots, videos analysis, users behavior modeling and much much more excites you, LogMeIn is the company for you!
We are a new, well funded and fast-growing startup developing an exciting deep technology using a multidisciplinary approach to unleash the potential of deep learning in real life products. We combine fundamental understanding of the way neural networks operate with our team’s expertise in SW and HW architecture, to develop a product which has the potential to be a landmark in computer technology.
The company is built from a mixture of experts from various fields, coming from the elite units of the intelligence community and the leading tech companies in Israel, with a track record of executing complex projects from the ground up.
We’re looking for talented, hard working folks who are enthusiastic about deep tech, to join our machine learning team. An ideal candidate would have an affinity for academic research, feel comfortable reading articles, implementing/modifying algorithms and fiddling with the “nuts and bolts” of neural networks. Previous experience in deep learning is an advantage but not a must. A strong background in programming is a big advantage. See job requirements below.
Opening 1: Deep Learning engineer
This opening is geared more towards research into the building blocks of neural networks. Explore basic trade-off of existing architectures to fully leverage the novelty of our product. Work in close collaboration with the SW and HW teams.
Opening 2: Deep Learning Developer
This opening is geared towards application of product. Work with our product team to create demonstrations, adapt existing architectures to new tasks and be one of the focal points for customer interactions.