דרושים בתחום מתמטיקה ואלגוריתמים

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

· 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).

· Development of SEM columns, detectors and applications.
· Experimental laboratory work, simulations and modeling and performance analysis.
· Leading investigations of physical problems.
· Collaboration with different R&D disciplines (application, algorithms, electronics, mechanics, etc..)
· Collaboration with research institutes.

· PhD in experimental or applied physics. MSc with work experience as physicist.
· Experience as experimental physicists in any field.
· Experience in laboratory work – must.
· Experience in fields of SEM/TEM, particle accelerators, solid state, semiconductor industry – advantage.

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