Researcher

We believe that for Financial Institutions, personalization is key to increased customer satisfaction and loyalty as well as to improved business results. ​

Recognizing the complexities of financial products, Earnix provides an end-to-end Pricing and Product Personalization Software Suite, driven by world-class data science, analytical modeling tools, and integrated machine learning.

The Earnix 3D Personalization Suite empowers Financial Institutions to offer the RIGHT PRODUCT, at the RIGHT PRICE, at the RIGHT TIME, WHILE MAXIMIZING BUSINESS KPIs, ensuring governance & compliance, and improving the enterprise-wide end-to-end product personalization and pricing process.

Job Description:

The Analytics organization at Earnix is charged with developing state of the art analytical solutions & algorithms that are embedded into Earnix 3D Personalization Suite. We are continuously seeking to promote analytical and algorithmic innovation that address a wider set of business problems & challenges faced by Financial Institutions. We are expanding our team and looking for an experienced, innovative & business-oriented Analytics leader to join us as Analytical Innovation Manager.

 

Requirements:

  • Advanced degree (MA/MS.C. or higher) in Computer Science/ Statistics/ Engineering/ Economics or any related quantitative field with focus on Data analysis, applied statistics, machine learning/ deep learning
  • At least 6 years of practical experience as a researcher with significant business experience:
  • Expertise in machine learning/ statistical/ data-analysis algorithms: GLM, decision trees, GBM, clustering, event detection, NLP, time series, etc.
  • Experience in working with external data sources & big data
  • Practical experience in addressing real world business problems around pricing, detection, personalization, telematics
  • Experience in building analytical solutions in financial services or other relevant industries (e.g. retail, web marketing, etc.)
  • Proficiency in R/ Python/ Java/ Scala
  • Familiarity with a wide range of analytical tools/ solutions, with particular interest in Open Source solutions/tools
  • Strong technical and technological background
  • Leadership & managerial skills- ability to initiate and lead projects, development of people, collaboration with other departments, assertiveness
  • Creativity and innovative mind-
  • Fast learner & self-motivated
  • Thinking outside of the box
  • Ability to see the big picture and think broadly
  • Track record of successful innovation and its implementation
  • Sufficient mathematical background for reading applied statistical/data-analysis papers
  • Strong verbal & written English communication skills (including presentation skills)

Algorithm Expert

Ravin-AI

Ravin is a fast-growing technology venture that uses computer vision and deep learning to help anyone renting, insuring or buying a vehicle to assess its condition and damages. We are transforming the automotive industry by providing objective, low cost inspections and building the world’s vehicle intelligence platform.

With offices in Israel and the UK, we serve the world’s largest fleets, car rental and insurance companies. The company is backed by Israeli, American and European VCs including Royal Dutch Shell.

Ravin’s rapidly growing R&D team in Haifa is looking for algorithm experts.

Requirements

Proven experience in algorithms development

Proven experience in releasing software into production

Proven hands on experience in Python

Highly motivated, team player stimulated by ambitious delivery targets

Advantage

M.Sc./Ph.D. degree focusing on  ML / CV / Algorithms strong preference.

Familiarity with a DL framework (Keras/Tensorflow/Pytorch/..)

Hands on experience in openCV

Linux knowledge

Experience working on a cloud environment

If you’re a pioneer by nature, looking to join a world-class team very early on the journey, work hard and help build a completely new product from scratch – we’re excited to meet you!

Senior Data Science Researcher

Stardat is a subsidiary of UST Global, serving as the company’s central advanced analytics and data science arm. UST Global is an American multinational provider of Digital, IT services and solutions which serves many top Fortune-500 companies.
We use cutting-edge technologies and state-of-the-art machine-learning algorithms to supply our customers with data science solutions to increase their revenues. We are currently looking for a new member to join our emerging team as a Senior Data Science Researcher.
If you consider yourself a team player who likes to share ideas and brainstorm with others, a highly creative person who enjoys solving complex problems, self-driven with the ability to learn and master new fields, we would love to hear from you.

What you will be doing:

  • Conduct research to find, develop and improve algorithmic solutions to a variety of ML problems in different fields (NLP, computer vision, recommendation systems, predictive maintenance and more).
  • Collaborate with team members and stakeholders to effectively manage the lifecycle of project.
  • Work on end-to-end machine learning projects including design, data processing, feature engineering, model selection, training and testing.
  • Explore the market and the existing solutions in the industry for problems we need to solve.
  • Engage with customers to frame their problems, translating from a general business pain to a measurable scientific problem. Define objectives, KPI’s and API’s for the proposed solutions.
  • Interpret and communicate findings and insights from the data to business partners.

Desired qualifications and skills:

  • MSc. Graduate in Computer Science / Mathematics / Electrical Engineering / Physics who graduated with honors (PhD in these areas – an advantage)
  • At least 3 years of experience as a practicing data scientist with at least 5 years in the computer science industry.
  • Good python programing skills
  • Experience with the data science lifecycle, including data engineering, feature engineering, model building and evaluation, model deployment.
  • Understanding of data science/machine learning models and algorithms, including (but not limited to): deep learning (CNN, RNN, etc.), decision trees, unsupervised techniques (e.g. clustering, anomaly detection), Computer Vision, Natural Language Processing and statistical methods.
  • Ability to synthesize complex information into clear insights and translate those insights into decisions and actions.
  • Strong analytical skills, attention to detail and accuracy.
  • Strong mathematical orientation.
  • Excellent problem-solving skills and creative thinking ability.
  • A great team player with a can-do approach.
  • Willingness to impact beyond defined role.
  • Desire to get things done and seek better ways to do the job
  • High level of English communication (verbal and written)

Ravin is a fast-growing technology venture that uses computer vision and deep learning to help anyone renting, insuring or buying a vehicle to assess its condition and damages. We are transforming the automotive industry by providing objective, low cost inspections and building the world’s vehicle intelligence platform. 

With offices in Israel and the UK since 2018, we serve the world’s largest fleets, car rental and insurance companies, and backed by the VC arm of a giant multinational – Royal Dutch Shell. Ravin’s team includes experts in computer vision, learning, automotive and transport.

Our rapidly growing R&D team in Haifa is looking for algorithm researchers.

Requirements

Proven hands on experience in Python

Familiarity with a DL framework (Keras/Tensorflow/Pytorch/..) 

M.Sc./Ph.D. degree focusing on Deep Learning and other ML algorithms.

Highly motivated, team player stimulated by ambitious delivery targets

Advantage

Hands on experience in openCV 

Linux knowledge 

Experience working on a cloud environment

If you’re a pioneer by nature, looking to join a world-class team very early on the journey, work hard and help build a completely new product from scratch – we’re excited to meet you!

D-ID, develop a first of its kind AI solution for protecting identities from face recognition.
We are looking for an exceptional deep learning experts to join us
exploring the gap between AI and humans.

Role & Responsibilities:
● Member of the company’s research team
● Develop a cutting edge deep learning and image processing product
● Develop adversarial attacks, defense algorithms and generative models for facial imagery

Skills and Experience in:
● Applied mathematics – a must
● Image processing – a must
● Programming – Python / c++ – a must
● TensorFlow / Pytorch / Equivalent framework – a must
● Generative models – advantage
● Mathematical optimization – advantage
● Facial image recognition / processing – cool

Success in this Leadership Role Entails:
● Hands on
● Self-learner and a researcher
● Independent and self-motivated
● Team player

Education & Work Requirements
M.Sc. / Ph.D. or equivalent industry experience – a must

Senior Researcher, Machine Learning

(Datorama (Salesforce

The data science group is a research focused group within Datorama, a Salesforce Company, dedicated to putting science into the art of media buying.
The task of allocating paid media budget with the goal to maximize some desired outcome, such as conversions or leads, can easily be considered the holy grail of marketing automation.
We are looking for strong researchers to join the team and help us change the marketer's approach to media buying, inflight campaign analysis, and optimization.

Responsibilities:

* Design and code ML algorithms, applying techniques such as bayesian modeling and reinforcement learning
* Familiarize yourself with the online marketing world and data, define new challenges that exhibit high potential of business impact
* Stay up to date with recent advances in the academic machine learning community
* Contribute to our long term research agenda by building a repertoire of best practices, toolsets, and guidelines

Requirements:

* M.Sc./Ph.D degree in Mathematics / Statistics / Computer Science or other relevant domain.
* 5 years experience applying machine learning to solve complex problems
* Analytical, data driven, out of the box thinker
* Strong programming skills (we use python but experience with Matlab / R is also welcome)
* A big plus – substantial experience with one or more of: Bayesian modeling / Reinforcement Learning / Deep Learning

Data Scientist Researcher

Verint Cyber Intelligence

Description:

Verint is a leading global provider of security and intelligence data mining software. Our broad Intelligence-Powered Security product portfolio is deployed in over 100 countries, helping government, critical infrastructure and enterprise organizations to neutralize and prevent terror, crime and cyber threats.

Are you a top Data Scientist/Researcher?

We are expanding our research group and looking for top-notch talent to join us. This is a senior role, where you will be working on some of the most interesting and diverse data-driven challenges starting from Cyber security, Network communication to Speech and NLP. The group you will be joining forms part of the research and innovation team and has a direct impact on our next generation’s product portfolio.

So, if you love science and technology, are not afraid to take risks, love experimenting with new ideas, capable of delivering under uncertainty then come and join our team, where you will:

  • Have an opportunity to work with other top talents.
  • Get to experiment with state-of-the-art data science and ML technologies, learn new methods and innovate new ideas.
  • Work with unparalleled real-life data to crack problems within a wide scope.

Requirements:

  • MSc or Ph.D. degree in a quantitative discipline (Computer Science, Engineering, Statistics, Physics, Bioinformatics, etc.).
  • At least 2 years of relevant experience and track record in Data Science and Machine learning.
  • Proficient in Python (Pandas, Scipy, Scikit, etc.)/R/Matlab – with the core focus being on data crunching and algorithms development.
  • Knowledge of network protocols, encryption algorithms, and Network Security is an advantage.
  • Deep Learning experience on one or more platforms such as: Tensorflow, Theano, CNTK, PyTorch – an advantage.
  • Team player and an excellent communicator, capable of abstracting complex solutions and presenting your work to internal partners as well as other researchers.

Description

About GM

There’s never been a more exciting time to work for General Motors. To achieve our vision of a world with Zero Crashes, Zero Emissions and Zero Congestion, we need people to join us who are passionate about creating safer, better and more sustainable ways for people to get around. This bold vision won’t happen overnight, but just as we transformed how the world moved in the last century, we are committed to transforming how we move today and in the future.

Why work for us
Our culture is focused on building inclusive teams, where differences and unique perspectives are embraced so you can contribute to your fullest potential as you pursue your career. Our locations feature a variety of work environments, including open work spaces and virtual connection platforms to inspire productivity and flexible collaboration. We are proud to support employee volunteer interests and make it a priority to join together in efforts that give back to our communities.
As we grow, we keep on adding new areas and fields to explore and develop and have the clear vision of hiring the most qualified and brightest talents in order to excel on cutting-edge and non-traditional automotive technologies.

General Motors Israel (Herzliya) takes a significant part in shaping the autonomous vehicle. We work on Active Safety, Smart Sensing, Vision Systems, Signal Processing, Machine Learning, Cyber Security, Sensor Fusion, Artificial Intelligence and Cognitive Systems.

The technical domains and ongoing work streams include software and hardware groups (research, development and engineering) that work on the most complex issues and challenges facing the new mobility era.

We shape the face of the future vehicles in diverse fields by developing cutting edge technologies.

About the Group and the position

The Smart Sensing and Vision research group is responsible for conducting researches with several sensing modalities, including vision, radars and optical depth sensors, toward improved safety and autonomous vehicles. We are leading the self-driving vehicle revolution.

The group is hiring an intern to assist in advanced research, development and evaluation of new concepts in the fields of computer vision and machine learning.

The work includes:

  • Guided research
  • In-vehicle and lab experiments revolving our autonomous vehicles
  • Implementation and development of algorithms
  • Technical publication of results

Qualifications

What are we looking for?

  • Active M.Sc. or Ph.D. student with minimum one year left until graduation, in Computer Science or Electrical Engineering, specializing in Computer vision and/or Machine Learning
  • Experience in computer vision / ML and programming – Must
  • Experience in Deep Learning – advantage
  • Strong programming skills, particularly Python
  • Experience in development of computer vision systems in the industry
  • Experience in object detection

Research assistant/engineer

Tel-Aviv University - Department of Bio-Medical Engineering

The Bio-Medical Engineering department at the Tel-Aviv University is seeking a data-scientist/engineer to support data-science related research in the fields of biology and medicine. This includes research in immunology and auto immune diseases, medical images analysis, bioinformation, human behavior monitoring and more.

Roles

The data-scientist will participate in the studies conducted at the department and in guiding students in their projects. S/he will support the collection of data, creation of data-bases, creating the computational environments, implementing applications, and more.

Requirements

Good communication and collaboration skills

Experience in data science research

Experience in installing and maintaining data science development environments

Experience in working with cloud services

Having experience in the Linux environment is a plus

The position is available both for a full time job or a part time job

We are seeking an accomplished engineer for a key position in our data science and algorithms team, with a big opportunity to drive the next generation technology of our company. Activities include rapid prototyping of solutions to data-driven problems using machine learning techniques and transferring the work to our live cloud-compute system.

We have a direct-to-deploy mind set and the CI backend to support it. Join our fast-paced team to build the next revolution in computational document processing.

Requirements

  • Advanced degree in Computer Science, Math, related fields or relevant coursework. Candidates with B.Sc. will be considered upon demonstrable relevant experience.
  • Programming: C++11, Python, JS/TS/CS, bash proficiency. Datastore and management: SQL, GraphQL.
  • Mathematics: Linear Algebra, Statistics and Combinatorics, Numeric Optimization, Algorithmic Modeling and Data Structures – preferred.
  • Machine Learning, Language Processing, Computer Vision – preferred.
  • DevOps: Linux fluency, containerized deployment, AWS, solid grasp of networking.
  • Experience with collaborative coding, source control techniques, software project management – required. Git, CI/CD – preferred.
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