AI Research Intern Position – Microsoft AI Research Team
The Microsoft’s Commerce AI Research team in Israel develop cutting edge machine / deep learning algorithms in the domains of computer vision, natural language processing, audio analytics, recommender systems and more. Our algorithms are implemented in a wide array of Microsoft products (Dynamics365, Xbox, Windows Store, and more) that serve millions of users around the globe. Our research is regularly patented and published in top-tier machine learning and data mining conferences. The position offers a unique opportunity to join one of the best AI research teams in the country.
The Foundations of Deep Learning Lab at Tel Aviv University's School of Computer Science is looking for excellent research students to help develop a mathematical theory behind deep learning.
Deep learning is experiencing unprecedented success in recent years, delivering state of the art performance in a multitude of application domains. However, despite its extreme popularity and the vast attention it is receiving, our formal understanding of deep learning is limited. Its application in practice is based primarily on conventional wisdom, trial-and-error, and intuition, often leading to suboptimal results (compromising not only effectiveness, but also safety, privacy and/or fairness).
The Foundations of Deep Learning Lab at Tel Aviv University's School of Computer Science is developing a mathematical theory behind deep learning, with the aim of shedding light on existing empirical findings, and more importantly, leading to principled methods that bring forth improved performance and new capabilities. The lab is headed by Dr. Nadav Cohen, and regularly publishes in top tier machine learning venues (e.g. NeurIPS, ICML, ICLR). Its research is highly mathematical, but also includes extensive empirical evaluations that support theory. For more information please visit: https://www.cohennadav.com/.
We are looking for:
You, an excellent mathematically inclined research student, to join us, and help crack open the black box of deep learning. Typical entry to the lab is at MSc level, with the option of pursuing a subsequent PhD if there is mutual interest. Entry at PhD level is also possible, but only in exceptional cases. If interested in applying, please verify that you meet the criteria below, and if so, include in your application CV and grade transcripts.
Prospective MSc students:
* BSc from a well-known university, with GPA of at least 95.0/100 (or equivalent), in one of the following disciplines: (i) Mathematics; (ii) Mathematics & Computer Science; (iii) Mathematics & Electrical Engineering; or (iv) Mathematics & Physics.
* Successful completion of introductory course in machine learning (Tel Aviv University's course #0368323501 or equivalent)
* Solid Python programming skills
* Willingness and ability to devote full-time to research
* High degree of independence, work ethic and creativity
* Experience with deep learning frameworks (e.g. PyTorch or TensorFlow)
* Professional (industry) experience in machine learning
Prospective PhD students:
In addition to the requirements above, applicants interested in joining at PhD level are expected to meet at least one of the following:
* Proven track record in machine learning research (with publication in top-tier venues)
* Advanced coursework and research in either of the following: Statistics, Optimization, Dynamical Systems, Numerical Analysis, Quantum Physics or Quantum Computing.
We are seeking a researcher for a key position in our data science and algorithms team, with a significant opportunity to drive the next-generation technology of our company. Activities include rapid prototyping of solutions to data-driven problems using the most advanced deep learning techniques in both the domains of images and text and transferring the work to our live cloud-compute system. We have a direct-to-deploy mindset and the CI backend to support it and also publish articles and patents. Join our fast-paced team, including established research scientists, to build the next revolution in computational document processing.
This is us
Artlist is a leading Creative Technology company for video creators. With original, high-quality music, SFX and footage, Artlist is helping creators produce quality content worldwide.
Since being founded in 2016, Artlist has managed to revolutionize the Filmmaking industry by offering subscription-based products with a license that covers every video project from personal use to commercials with high quality curated content
Today, Artlist is the go-to licensing provider for content creators in over 160 countries.
Our company continues to grow in search of new solutions that will simplify the workflow of filmmakers and creators, so they can focus on creating quality content.
We are looking for a Senior Data Scientist to join our data science team in Tel Aviv.
As a data scientist you’ll define, research, develop and deploy models – impacting artists and creators all over the world!
Working with us means training your model on diverse data created by the top filmmaker and musicians worldwide (you’ll love it!)
Wake up for this:
We're looking for a Researcher with a strong background in machine learning and artificial intelligence with a passion for the medical domain to join our Haifa team.
Strong Computer vision and/or NLP background is an advantage.
Would you like to work on meaningful research focused on cancer understanding?
Our team is developing novel algorithms for the improvement of healthcare. We automatically analyze medical images and patient's medical records to help clinicians make better decisions.
Required Technical and Professional Expertise:
Post-doc position in Computational MRI
The lab of Prof. Jon (Jonathan) Tamir is seeking a postdoctoral fellow to develop and implement computational MRI methods. The research combining MRI physics, signal processing, optimization, deep learning, and high performance computing. Jon is young, funny, innovative and hands-on – it's a wonderful opportunity for postdoc studies!
Do you care about impact on people?
Do you want to publish your work in top tier-1 conferences?
Bosch Center for Artificial Intelligence in Israel is a unique place that researches and implements cutting edge technologies for Manufacturing, Automotive, Robotics, and Industrial Applications. We are looking for Computer Vision experts for various projects. If such topics interest you, then Bosch Israel is looking forward to your application!
Do you care about impact on people?
Do you want to publish your work in top tier-1 conferences?
Bosch Center for Artificial Intelligence in Israel is a unique place that researches and implements cutting edge technologies for manufacturing, automotive, robotics, and industrial applications. We are looking for Reinforcement Learning, Planning, Control and Machine Learning experts to various projects. If such things interest you, then Bosch Israel is looking forward to your application!
● Create something new: As a leading research scientist, you define a research agenda for an AI research field and conduct excellent research on real-world project. The results should be published at the leading AI venues and transferred for implementation in Bosch products.
● Integrated implementation: Take responsibility for providing strategic and technical competence in a Computer Vision. High proficiency in Python, Deep Learning frameworks, and CV methods in general.
● Currently pursuing a degree of PhD or MsC
● Pursuing a thesis in one of the following areas:
● Strong competency in Python and Deep Learning frameworks.
● Self-confident and responsible team player with excellent communication skills
● Initiative, highly motivated and motivating character for the team and partners
Intel Labs is Intel’s world-class, industry leading research organization, responsible for driving Intel's technology pipeline and creating new opportunities. The AI Lab develops breakthrough technologies that will lead the next evolution of compute by offering end-to-end AI solutions that broadly span from the data center to the edge. Our team is focusing on Deep-Learning software and hardware technologies dedicated for state-of-the-art inference and training techniques. We have open sourced NLP Architect, are avid open source supporters and actively publish papers at leading conferences.
We are looking for a talented research student to help our efforts in the field of neural network algorithmic optimizations (e.g. compression, neural architecture search, computation optimization) for existing and next generation hardware products in areas such as natural language processing, speech, and vision.
The job responsibilities may include but are not limited to:
What are we looking for?
Nice To Have
Inside this Business Group
Intel Labs is the company's world-class, industry leading research organization, responsible for driving Intel's technology pipeline and creating new opportunities. The mission of Intel Labs is to deliver breakthrough technologies to fuel Intel's growth. This includes identifying and exploring compelling new technologies and high risk opportunities ahead of business unit investment and demonstrating first-to-market technologies and innovative new usages for computing technology. Intel Labs engages the leading thinkers in academia and industry in addition to partnering closely with Intel business units.
We are united in the belief that our very human desire to explore the planet’s beauty and discover more about other people and cultures will endure. The world is waiting for us. Together, we will be ready.
As a Senior Manager of Machine Learning & AI you will be managing the ML science and ML engineering function for Booking.com’s ML Development Center in Tel Aviv. You are a deep subject-matter expert in multiple areas of machine intelligence (e.g. recommenders, optimisation, NLP, Computer Vision) and its implementation as an end-to-end product that generates direct business impact. You define the strategy and vision for how to generate outsized impact through automated intelligence in a broad product area by driving a research agenda and development plan from ideation to prototyping to full productionisation.
We are a performance-based company that offers career advancement and lucrative compensation, including bonuses and stock potential. We also offer what we call the “Booking Deal” with unique perks and benefits. The Technology Department has regular hackathons, “innovation days”, training, and attends and speaks at global conferences.
This position is open to local candidates only.