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.

Responsibilities:

• Working with world class machine learning researchers, academics, and data scientists.
• Developing real-world machine learning algorithms in the domains of computer vision, natural language processing, recommender systems, and more.
• Increasing productivity of ongoing research projects and help to productize them.
• Working with big data.
• Statistical analysis of data.
• Extracting insights from data.
• Publishing research papers in top-tier machine learning venues.
• Issuing patents.

Minimum Qualifications:

• D. / M.Sc. student pursuing research on machine / deep learning with applications for computer vision / natural language processing.
• Sc. GPA of 90+ from a leading university only.
• Ability to work at least 3 days a week.
• Hands on experience in development of deep / machine learning algorithms in PyTorch / TensorFlow for computer vision / natural language processing applications.
• Excellent coding skills in Python (C#, C++, Java is a plus).
• Independent, committed to deliver results and make an impact.

Preferred Qualifications:

• Publications in top-tier machine learning / vision / NLP / data mining conferences.
• Hands on experience with big data processing.
• Experience in building industrial machine / deep learning systems.

About the company:

Brodmann17 is developing game-changing Deep Learning and Computer Vision  algorithms for ADAS and Automated Driving. We’re pioneering state of the art software products that achieve the best performance and accuracy, making it an ideal solution for the most demanding challenges of the fast growing automotive market. Come and join us in one of the most interesting AI companies, contributing to a life-saving product!

About the job:

We are looking for a Deep Learning engineer to join the Brodmann17 Chief Scientist’s team. In this position, you will build best in class infrastructure and tools for developing deep learning based ADAS and Autonomous Driving products. You’ll be a key member of designing, implementing and extending this platform that enables fast, continuous and flexible Deep Learning algorithms development. You will work closely with excellent researchers to understand the needs and requirements of the research as well as keep up to date with latest developments in the field.

Main responsibilities:

• Design, build and maintain software platform for end-to-end development of Deep Learning computer vision algorithms.
• Improve the platform capabilities by keeping up to date with product requirements and academic publications.
• Work closely with the research team to understand their requirements and integrate new capabilities.

Required: 

• MSc or above in Computer Science or a related field
• Relevant projects in Deep Learning / Computer Vision
• Basic experience with Machine Learning or Deep Learning
• 2+ years of excellence in Python coding capabilities
• Experience with Object Oriented Programming and code design
• Ability to understand and implement complex algorithms
• Strong execution and ownership orientation, through design, development, and deployment 
• A team player with good communication skills, both written and verbal
• Ability to work as a strong contributing member of a small R&D team.

Advantage:

• Knowledge of Computer Vision, Object Detection
• Familiarity with toolkits for Deep Learning such as TensorFlow/PyTorch.

Who are we?

Our mission at Webiks is to create powerful, data-driven applications and models that help our clients innovate and grow. We build custom software and custom models for clients from multiple industries, including Defense, Security, Health, and Automotive. We think long-term. Forming long-lasting strong relationships and partnerships with our clients is at the core of our strategy. 

Who you are?

As a Junior Computer Vision Engineer you will have an important role in our Data Science and AI team. You are a Computer Vision enthusiast, with knowledge in both deep learning and classical computer vision algorithms. You are familiar with vision based navigation, image registration, detection, classification and segmentation of images and objects. You understand that, sometimes, good old ML modeling and classical image and signal processing techniques are essential, and you enjoy combining them with end-to-end DL approaches. 

What’s this job about?

As a Junior Computer Vision Engineer, you will be responsible for:

• Design, develop and train state-of-the-art computer vision algorithms. All the way from rapid prototyping to production-ready models (object detection, fine-grained object classification, change detection and more).
• Collaborate with engineers in our data-science, full-stack software development and product-management teams – to implement value-adding solutions.
• Evaluate your results and improve your solutions based on business metrics and scientific train-val-test methodologies. 
• Explore innovative techniques, such as active-learning, self-supervised learning and generative models, and evaluate their usability to our use-cases. 
• Drive the end-to-end execution of Computer Vision projects, including understanding the requirements and goals, set the criteria, data exploration, model selection, training, and evaluation, all the way to full-scale implementation and integration. 
• Maintain a highly cross-disciplinary perspective, solving issues by applying approaches and methods from across a variety of Data Science disciplines and related fields.  

Requirements

Personal

• You flourish when you are surrounded by talented, sharp-minded people.
• You love doing things yourself. You like mentoring others.
• You are a great communicator. You write, you talk, you appear, you communicate. 
• You are open. You understand that the only reason you have reached so far is that you were able to stand on the shoulders of giants. You truly believe the principles of the open movement – Open Source, Open Data & Open Innovation.

Technical

• Technical understanding of Computer Vision and Deep Learning. 
• B.Sc. degree graduate with relevant courses in CV, DL. 
• 0-2 years of hands-on experience in computer vision.
• Proficient in Python.
• Experience with deep learning frameworks and libraries (Tensorflow, Pytorch, Keras).
• Experience with computer vision frameworks and libraries (OpenCV, Pillow, PCL, etc.).
• You are comfortable at reading academic papers and reproducing their results.

About Us

XACT Robotics® is a privately held, early-stage company focused on the advancing the field of radiology by developing the world’s first and only hands-free robotic solutions that can significantly improve targeting accuracy, efficiency, and consistency in percutaneous radiology procedures.

At XACT, we embrace the philosophy of collaboration, tenacity, and extreme ownership. Our family culture empowers and inspires as we partner, develop, and execute meaningful technologies to make a difference in the lives of patients.  A career at XACT Robotics is more than a job, it’s personal.  Employees have passion, drive, and a winning spirit that allows for a fast-paced environment that is effective, empowering and fun.

Main Responsibilities

• Research, design, and implementation of Machine/Deep Learning models for Computer-Vision, Image-Processing, Time-Series and Medical data analysis.
• Design and implementation of data engineering pipelines and tools.
• Taking a leading part in deployment and integration of complex algorithms into working products.
• Become an active member of a multi-disciplinary R&D team and participate in cross-teams projects and activities.

Qualifications & Requirements

• BSc or MSc student in Exact Sciences (Focusing on Machine/Deep Learning)
• Hands-On experience with Python and its popular libraries (NumPy, Pandas, SciPy, Matplotlib)
• Familiarity with ML/DL frameworks (Scikit-Learn, TensorFlow, Keras, Pytorch)
• Collaborative and a Team player
• Willingness to improve peoples’ lives

Advantage:

• Experience with working on end-to-end DS projects
• Experience in Deep Learning
• Experience in Computer Vision / Image Processing
• Experience with working in the cloud (AWS/Azure/GCP)

About The Position

Requirements

About Us:

BobocoMM enables teams to realize their fullest potential by using machine learning to predict campaign performance by analyzing the creative and the content of the ad set.

Our AI powered multi-channel platform empowers growth teams to take data -driven decisions and actions on their ad creative and media assets at scale.

BobocoMM is aimed directly at marketers, who are inevitably responsible for generating an enormous amount of content across a variety of channels. The platform uses machine learning to automate all of the content creation process and understands every customer interaction, then delivers insights at scale.

We are a growing Tel-Aviv-based company with an active product (with users and customers), looking for an experienced full-stack developer for a CTO position. The position includes taking full ownership of the overall technical aspects of our operation and product development, hands-on software development, and management of R&D resources.

In our eyes, the CTO is The tech person driving the business agenda in the tech organization and understands what technology needs to be built and how. The face of the company’s technology & the person looking forward and breaking the glass is important.

The questions he would ask are “What technology do we need to build to achieve our business goals? How can we build it?”

What You'll Do:

• A Bridge between Business Needs and Technology Capabilities.
• Develop technical aspects of the company’s strategy.
• Define and build development strategies that yield a competitive advantage.
• Supervise system infrastructure to ensure functionality and efficiency.
• Manage external technology partners.
• Monitor KPIs and IT budgets to assess technological performance.
• Use stakeholders’ feedback to inform necessary improvements to technology.
• Communicate technology strategy to partners and investors.
• Tech leadership and authority to complex projects, systems and technological decision.
• Represent technology capabilities and vision into executive decision making.
• Build a Technological Vision and Roadmap.
• Bring in the long term approach into day to day decision making.
• External Facing Technologist – Client, Partner and Ecosystem tech representative.

What You'll Bring:

• +7 years of experience in Technology Leadership.
• Understand predictive analytics and modeling processes.
• 3+ years of experience with recommendation systems.
• Experience with a multitude of technologies including – Python, Javascript, CSS, HTML.
• Practical experience in back-end/front-end technologies, web and cloud applications.
• Knowledge of technological trends to build a strategy.
• Understanding of budgets and business-planning.
• Excellent communication skills.
• Leadership and organizational abilities.
• Problem-solving aptitude.
• A LOT of passion towards building existing technologies from the ground up. 
• A super gifted and driven individual.
• Both big picture + detail-oriented, calm and grounded, methodical and structured.
• Care about making a positive impact, and get that the journey should be fun.

As a Product Manager, You Will:

• Be in a high impact role with the ability to dramatically accelerate the development of SightX AI-based engines
• Manage execution of SightX commitments to design partners, including determining the delivery timeline and roadmap, steps for technical integration, delivery dates, and functional progress.
• Work with engineering tech leads as well as AI/ML scientists and engineers to execute deliveries based on a technical roadmap
• Uncover customer needs and translate them into requirements
• Analyze the product's usability

 Qualifications:

•   At least one year of product management experience (can include informal experience in other roles)
• Excellent problem-solving, organizational and analytical skills, with proven ability to take initiative and build strong and productive relationships.
• Established skills in balancing long-term strategic objectives against near-term tactical wins
•  Proven experience in customer-facing positions
• Fluent in English and Hebrew

Advantage:

• Bachelor’s degree in Computer Science or a related discipline
• Experience developing AI-based products, particularly in the field of computer vision
• Proven track record of delivering technology products/services in a high growth environment

Since its founding in 2016, Tetavi has been at the forefront of developing the leading portable volumetric video capture system that creates high fidelity holograms for immersive experiences. Using computer vision and machine learning, we are enabling the next generation of AR/VR/XR experiences.  Join our Algorithm team, and be part of brining this new cutting edge technology to the world!

Must Have

MSc /PhD in Computer Science / EE or equivalent

Experience in machine vision

Ability to contextualize and keep up-to-date with recent state of the art literature

Experience with state of the art algorithms for computer vision and deep learning frameworks

At least two of the following:

• Experience with generative models (GANs, VAEs)
• Experience with neural rendering
• Experience with deep learning algorithms for video processing
• Experience with deep learning for 3D graphics
• Experience with RNs

Experience in deep learning and relevant environments (Matlab, Tensorflow, PyTorch, etc)

Good programming skills in Python and C++

Experience in SW design and development tools

Nice to Have

Experience with video processing (motion tracking, stitching, stabilization)

Strong foundations in computer graphics

Knowledge in numerical optimization and mathematical modeling

We are looking for an experienced and enthusiastic Algorithms Team Lead to join us in the creation of best-in-class 3D assets leveraging the advantages of volumetric video Innovative technology.

As an Algorithms team lead, you will manage a team of algorithm engineers and take a major part in advancing the current algorithmic solutions and designing new ones.

The algorithmic work combines both classical 3D reconstruction & Computer Vision as well as novel 3D & 2D deep learning techniques.

– At least two years of experience as a team leader.

– At least 5 years of experience as a Computer Vision algorithm engineer.

– Highly motivated, communicative, experienced, with managerial orientation, and the ability to lead a team.

– Highly proficient in Python MATLAB.

– Knowledge in 3D reconstruction.

– Deep learning experience (optional: PyTorch).