דרושים בתחום מתמטיקה ואלגוריתמים

experienced Algorithms Engineer, combining strong backend engineer skills as well as machine learning expertise, to lead a cutting-edge team working on most innovative recommendation products. The position will entail developing high throughput, low latency serving system that is algorithmically tuned to improve business metrics

MSc or Ph.D. in Computer Science or a related area.
At least 3 years of experience of back-end development in Java/Scala or similar languages.
Experience in high throughput, low latency environments is a plus.
At least 3 years of experience in building machine-learned models over large datasets and applying them to real-world problems.
Additional knowledge in Game Theory/Mechanism Design is a plus.
Managerial experience is a significant advantage.

Hands on development of state of the art algorithms in the field of computer vision and image processing.

· MSc/PhD student in Computer Science, Electrical Engineering, Physics, or Mathematics.
· Familiar with computer vision and image processing algorithms.
· Programming skills in Matlab. Advantage - Python.
· Ability to work independently as well as part of a team.
· Available for at least 22 hours a week.
· At least one year remaining till graduation.

Research and develop state of the art techniques in the field of Machine Learning.
Work with the algorithms, SW and application group.
Provide SW specifications and production quality code on time to meet project mile stones.
Engage with customer facing activities to aid algorithm proliferation to customer sites.

M.Sc (Ph.D.- advantage) degree in EE / CS/ Math, focusing on ML algorithms.
More than 5 years of ML algorithmic development experience.
Hands on experience in MATLAB / Python.

תיאור התפקיד:

Member of algorithm team that develops state of the art technologies in the field of 3d sensing and image signal processing,
Responsible for developing 3D sensing algorithms from early research stage up to realization in real product

Advanced degree (MS or PhD) with a focus in Deep Learning & Computer Vision
4+ years of relevant work experience
Expertise in deep learning, deep neural networks, convolutional neural networks
Familiarity with one or more neural network frameworks such as Tensorflow & Caffe
Consistent track record of academic or industrial research, with an emphasis on solving real-world problems
C/C++ programming and software design skills
Python and/or Matlab programming experience

· Develop state-of-the-art algorithms and evaluate their performance for our wafer inspection and metrology microscopes. Including image processing, machine learning and vision.
· Support concept and feasibility demonstration of new solutions and paradigms for our industry.
· Interact with internal and external customers to analyze gaps, define and plan activities, design and execute experiments.
· Be part of a path-finding team, in which we incubate new solutions and paradigms to solve high value problems.

· M.Sc. in Electrical engineering / Physics / Computer science / Mathematics (Ph.D. - Advantage)
· Knowledge and practical expertise in a handful algorithmic approaches such as machine learning, deep neural networks, statistics, estimation theory, computer vision and signal processing.
· Solves complex problems; takes a new perspective on existing solutions; exercises judgment based on the analysis of multiple sources of information.
· Quick learner of new technologies; Be able to work well in a multi-disciplinary environment; Understand the related disciplines of physics, engineering, challenges of the industry.
· Ability to work independently as well as part of a team.
· Acts as a resource for colleagues with less experience; may lead small projects with manageable risks and resource requirements.
· Experience with MATLAB & Python.

· Research and development algorithms in the field of machine learning.
- Full flow of data analytics (data models, preprocessing, attribute selection, dimensionality reduction, etc.).
- Identification of suitable benchmark solutions.
- Innovative solutions, reproducing results of state-of-the-art papers.
- Implementation of solutions, analysis of results.
· Legacy code update, bug-fixing.
· Data and code management.

· MSc/Ph.D. studies in Computer Sciences, Engineering (preferable Electrical), Physics, Mathematics or related field focusing on ML.
· Knowledge in ML theory Experience in ML theory and methods – Advantage.
· Programming skills in Matlab and Python.
· Ability to work alone and in teams.
· Communication skills (Hebrew, English) - Must.
· Preferable attending the last year of courses or starting thesis (for MSc).
· Preferable after submitting research path / accepted research topic (for Ph.D).

Cyber intelligence division (Elbit Systems) in Raanana is seeking a brilliant senior Data Scientist to join the R&D team. Our data is gathered from various sources, generating millions of records on daily basis in order to provide the top Cyber Security product to our customers. Our data science team develops solutions which are in the Core of Elbit’s products and are used as the basic foundations of our customer solutions.The candidate will report directly to the Head of R&D. The position will require a high degree of coordination with the company’s engineering, services, laboratory and business teams
Responsibilities:
Research, design and develop Machine Learning based algorithms, with emphasis on NLP and Big Data analysis
Apply statistical analysis and visualizations
Collaborate with product management to understand company needs and devise possible solutions

At least M.Sc. in Computer Science \ Information Systems \ Statistics \ Operations Research \ Mathematics \ related field
At least three years of experience as a Data Scientist \ Algorithm
Deep understanding of Big Data Analytics and Analysis
Deep understanding of Machine Learning (both supervised and unsupervised), optimization, ensemble methods, anomaly detection, and related Data Mining models and tools
Excellent programming skills, preferably Go, Python and Spark
Analytical ability to translate business requirements into a technical solution
Advantage - Deep understanding of Cyber Security domain
Advantage - Experience with large scale/distributed systems in production
Advantage – Working with cloud like AWS