דרושים בתחום אלגוריתמים

n this role, you’ll be part of a vibrant team of Data Scientists and Machine Learning engineers.
You’ll be expected to help architect, code, optimize, and deploy Machine Learning models at scale using the latest industry tools and techniques.
You’ll also help automate, deliver, monitor, and improve Machine Learning solutions. Important skills include software development, systems engineering, data wrangling, feature engineering, architecting, and testing

BS, MS, or PhD degree in Computer Science or related field, or equivalent practical experience.
Strong knowledge of
Computer science fundamentals: data structures, algorithms, performance complexity, and implications of computer architecture on software performance (e.g., I/O and memory tuning).
Software engineering fundamentals: version control systems (i.e. Git, Github) and workflows, and ability to write production-ready code.
Knowledge of
Machine Learning/Data Science languages, tools, and frameworks (e.g., Scala, Spark, Python, R, SQL, SkLearn, NLTK, Numpy, Pandas, TensorFlow, Keras, Java).
Machine learning techniques (e.g., classification, regression, and clustering) and principles (e.g., training, validation, and testing).
Data query and data processing tools/systems (e.g., relational, NoSQL, stream processing).
Distributed computing systems and related technologies (e.g., Spark, Hive).
Mathematics fundamentals: linear algebra, calculus, probability

Preferred Additional Qualifications:
Familiar with
Cloud technologies, in particular AWS.
DevOps concepts (e.g., CICD).
Software container technology (e.g., Docker)
Experience with designing and developing deep learning architectures.
Deploying highly scalable software for SaaS products.

An experienced Distributed Systems Developer for a Cyber company in the IOT world

Academic degree in Computer Science, or related fields
Experience in complex or distributed systems
Knowledge, understanding and experience in common elements of distributed systems, such as databases, queues and algorithms
Fast learner and diverse in programming languages and environments
Able to take part in designing system wide features across components and interfaces
Experience with at least some of the following Technologies:
C, C++, Go, Python, Java, networking, multi-threading, load balancing, file systems, SAN, blockchain, Hadoop, P2P applications, DHT, Fault Tolerance, Database infrastructure, sharding, indexing
Advantages:
Experience with Blockchain development
Experience in IOT services
Experience in security or network communications
Deep understanding of operating systems, data structures and algorithms
Knowledge and experience in other modern technologies such as embedded systems, web, cloud, ML, etc. will be considered a significant advantage.

An award-winning & well-funded Big Data startup is looking to hire an applied data scientist.
Key Responsibilities
* Deliver successful deployment and Pilots.
* Manage and design the Customer-specific technical solution throughout the project life cycle.
* Work on various data sources and apply sophisticated feature engineering capabilities.
* Bring and use business knowledge.
* Extract insights and actionable recommendations from large volumes of data and Investigate anomalies in Big Data.
* Build and manage technical relationships with customers and partners.
* Provide product requirements input to Product Management team.
* Train the customers on the usage and monitoring aspects.

* Proven professional experience in data analytics for financial services with strong data mining and forensic skills.
* Experience in working with customers (financial customers - an advantage).
* Hands-on experience and knowledge of scripting languages: Python / PySpark.
* Hands-on experience in using Big Data and statistical analysis tools such as Hadoop/Spark , SQL, and Matlab.
* Working experience with Linux OS (Redhat / Ubuntu).
* Excellent English (speaking, presenting, reading).
* Willingness to travel abroad to customers (25% of the job) as needed.

A fast growing, well-funded startup, based in Herzliya, is looking for a Machine Learning / Computer Vision Developer. The company is seeking candidates from Graduate to Senior levels with strong academic records in exact sciences and a background or interest in Machine Learning and Computer Vision technology.

* Machine Learning Frameworks - Caffe, Tensor Flow, Theano, Torch.
* Computer Vision algorithms.
* CNN / DNN - Scene / Object recognition and tracking.
* Image Processing.
* Software skills in C/C++, Python, Java, Scala, OpenCV.

A financially stable & fast-growing AI startup, based in Netanya, is looking to hire an NLP engineer to join an innovative team.
Job Responsibilities:
* Build a strategic technological component in a game-changing product.
* Play a key part in establishing a unique, multidisciplinary pioneering team.
* Bring your analytical skills and curiosity to life through performing applied research in NLP.
* Develop NLP-based solutions from ideation to full production code, building software that implements AI algorithms while being robust, scalable and delivering high performance.
* Work with various interfaces - Product, Full Stack Developers, Researchers, Data Scientists, UX and many more.
* Unleash your creativity and passion for technology to create state of the art, one of a kind products.
* Develop and implement state-of-the-art natural language processing pipelines.

* M.Sc. or Ph.D. in NLP / Machine Learning / equivalent practical experience.
* 3+ years of hands-on experience in NLP.
* 5+ years of hands-on Java / C# / Scala / Python programming experience.
* Experience in building production quality deployment of applications related to natural language processing.
* Knowledge of machine learning techniques and algorithms & ability to apply them in data driven natural language processing techniques.
* Ability to rapidly prototype ideas / solutions, perform critical analysis and use creative approaches for solving complex algorithmic problems.
* Product management experience - a big advantage.

An international company is looking to hire a senior Data Scientist to join its R&D center in Tel Aviv in developing products in the fields of AI & Big Data.
The Senior Data Scientist will have a key role in defining and developing the state-of-the-art data science foundation of analytical products that drive customer success via the company's platform. The role will include formulation, modeling, evaluation, and deployment of data science features.

* An advanced degree in a Data Science related field (e.g., Statistics, Computer Science) orequivalent work experience.
* Proven track record of translating real-world problems into successful Data Science projects.
* 5+ years of hands-on industry experience in Machine Learning and Predictive Modeling.
* 3+ years of experience in at least one of the following: time series analysis, NLP, design of experiments.
Definite pluses:
* Experience in using Python to do Data Science.
* Knowledge of big data pipeline and tools (Spark, Celery).
* Advanced visualization capabilities.