לוח משרות דרושים Data Scientist בהרצליה

DESCRIPTION:
The Data Engineering department is responsible for full-stack design and development of the company's central data ML services and business platforms. The department is responsible for the overall projects, design, architecture and development of huge scale and very challenging cloud-based Big Data, machine learning and business applicative platforms for ensuring excellence in the performance of business aspects including games product design, marketing, retention, monetization, etc. Department
solutions support the optimization of the company's overall business performance.

Data Scientists and AI researchers help to improve the quality and experiences of our devices and services. We are looking for highly motivated and passionate Data Scientists to design and apply rigorous scientific methodology and algorithms to improve Microsofts devices, operating systems, and services. As a Data Scientist, you will provide unique insight into business and customer scenarios that cut across organizational boundaries and lead the growth of a data-driven culture within Microsoft.
As an AI expert, you will help push the state-of-the-art in computer vision, Natural language processing (NLP), speech recognition and speech enhancement, using extensive domain- specific knowledge, data, and compute resources. 
As a Data Scientist or an AI researcher intern, you will help formulate approaches to solve problems using various algorithms and data sources. You will incorporate an understanding of product functionality and customer perspective to provide context for those problems. You will use data exploration techniques to discover new questions or opportunities within your problem area and propose applicability and limitations of the data. Successful Data Scientists will interpret the results of their analysis, validate their approach, and learn to monitor, analyze, and iterate to continuously improve. 
You will develop real-world machine learning and deep learning algorithms in the domains of computer vision, natural language processing, recommender systems, and more. 
Job number 1384854.

Education: B.Sc. in Electrical Engineering/Computer Science
Requirements:
" Hands on experience in execution and optimization of neural networks.
" Experience in developing using AI frameworks such as Tensor Flow, PyTorch and/or Caffe2.
Experience in data pre-processing.
" Experience in HW/SW design is an advantage.
" Knowledge in storage systems (NAND flash, FTL) is an advantage.

One of the biggest gaming companies in the world, dedicated to the creation of competitive, compelling and highly immersive online games. Our passion for games reaches the fingertips of +400M players worldwide, and this is where inspiration is born. We are home to anyone who has a spark of play and desire to take the world, together.
We are looking for a Director of Data Science who will utilize her/his expertise into leading our data science unit. We have a diverse set of data science models incorporated in our products, from player behavior prediction, to user acquisition optimization and game experience improvement. To do so we utilize state of the art big data technologies, a team of expert data scientists and a variety of machine deep learning models.
The Data Science unit is part of the Business Performance department, which is responsible for enhancing the company's business support.

Our company is a cloud-based, fully managed security solution provider for sites, web applications, services, and APIs.
Its unified and proprietary technology solution is fully integrated with AWS, Azure, Google, and Digital Ocean, and combines Machine Learning, adaptive threat detection, and dedicated Virtual Private Clouds to protect client assets from Internet threats.
It offers next-gen WAF, autoscaling DoS/DDoS protection, Bot Management, API Security, CDN integration, real-time traffic control, and more via its intuitive web-based management console.
Biometric human detection and Behavioral Analysis identifies and blocks even sophisticated modern bots that mimic human actions and can evade traditional bot mitigation solutions.
In addition to its international partner network, our company has offices in the U.S., and Israel.
The Role:
We are looking for an experienced Data Scientist to join our R&D and Data Scientists team.
The perfect candidate will have a background in a quantitative or technical field, will have experience working with large data sets, and is passionate about solving tactical problems day to day while keeping an eye on long term product strategy.
You will be:
Analyzing large volumes of web and mobile traffic to uncover current customer pain and future product opportunities.
Researching, creating, improving and implementing ML algorithms for cybersecurity needs.
Creating measurement tools, providing data visualization for analyzed results.
Optimizing use of big-data infrastructure (cloud-based mainly).

Our company is a cloud-based, fully managed security solution provider for sites, web applications, services, and APIs.
Its unified and proprietary technology solution is fully integrated with AWS, Azure, Google, and Digital Ocean, and combines Machine Learning, adaptive threat detection, and dedicated Virtual Private Clouds to protect client assets from Internet threats.
It offers next-gen WAF, autoscaling DoS/DDoS protection, Bot Management, API Security, CDN integration, real-time traffic control, and more via its intuitive web-based management console.
Biometric human detection and Behavioral Analysis identifies and blocks even sophisticated modern bots that mimic human actions and can evade traditional bot mitigation solutions.
In addition to its international partner network, our company has offices in the U.S., and Israel.
The Role:
We are looking for an experienced Data Scientist to join our R&D and Data Scientists team.
The perfect candidate will have a background in a quantitative or technical field, will have experience working with large data sets, and is passionate about solving tactical problems day to day while keeping an eye on long term product strategy.
You will be:
Analyzing large volumes of web and mobile traffic to uncover current customer pain and future product opportunities.
Researching, creating, improving and implementing ML algorithms for cybersecurity needs.
Creating measurement tools, providing data visualization for analyzed results.
Optimizing use of big-data infrastructure (cloud-based mainly).

Our company is looking for a talented senior data scientist to join the data science team and focus on anomaly detection and prediction models as they relate to the company's products.

As a senior data scientist you will be responsible for researching large scale data, implementing models that fit the needs of our customers, and designing algorithm flow solutions. You will work closely with other data scientists and data engineers, extracting insights and devising algorithms that will become a core part of the company's innovative automotive cybersecurity platform.

This role is full-time and is based in Herzliya, Israel.

Responsibilities:
Research large scale and diverse automotive data sets.
Research new technologies and adapt them for use in the companys products.
Design and implement innovative anomaly detection and prediction models.
Work closely with domain experts and other data scientists to research and implement complex models.
Work closely with the dev team and data engineering team to design innovative productization solutions.
Collaborate and share knowledge with the entire data science team.

Required Director of Data Science
Responsibilities-
Lead and design company's strategic vision for making the best impact on our products, using data science. This means understanding our top business needs and how data science can help us meet them.
Create a gantt for company's data science projects and prioritize them according to model impact and development difficulty.
Communicate our various projects to top management, give timely reports on projects progress, ask for needed resources, discuss opportunities and blockers.
Work and collaborate with different company departments in order to achieve the units goals, from game studios and marketing who usually use our models, to data engineering, analysts and research that help us create them, including remote teams.
People management and development. Build and maintain our team of data science experts, grow the unit and plan what resources are needed to fulfill our vision.
Develop strong working processes and methods within the team to optimize our model development and ensure high quality results, this also means code and model integrity, and up to date documentation.

Required Data Scientist
Responsibilities-
Build ML algorithms that will meet the business objective, reaching a high level of precision in your results.
Be able to query and use very large data sets, including data pulling, processing and cleaning.
Ability to deal with all parts of the modeling workflow from research, data extraction, model selection and design, to deployment and clearly presenting and communicating the results.
Collaborate with different business units (inc. a team overseas) in designing and implementing your solutions, making sure to comply with business needs.
Collaborate with the different engineering and BI teams, making sure to comply with the technical needs and constraints.
Conduct independent research and innovative thinking, keeping track with technology advancement and new tools and researches in the data science field

Our company is looking for a talented Data Science Intern to join the Data Science team and focus on extracting meaningful insights from live streaming data and improving the company's AI and detection capabilities.

As a Data Scientist Intern, you will be responsible for various data science challenges such as datasets exploration, analysis and creation, ML models fine tuning and redesign, ML models cross-customer migrations and more. These ML models are all part of the company's product cybersecurity detection mechanism and include anomaly detection and prediction models among others.

This role capacity requirement is 3 days a week, and is eligible for hybrid work. Our office is based in Herzliya, Israel.

Responsibilities:
Learn, understand, train, fix, re-design and finetune existing ML models.
Research, explore and analyze large scale and diverse automotive data sets.
Extract customized descriptive statistics and advanced analysis from databases and datasets, in an unsupervised and purpose oriented manners.
Adapt existing ML models to fit our customers and/or products.
Work closely with other data scientists, cybersecurity researchers and Automotive domain experts.
Work closely with the dev team and data engineering team.
Communicate with the rest of the DS team, present ideas, share insights, progress and results.

We are looking for an enthusiastic, result-driven Tech Jedi - Solution Architect with a very strong growth mindset.
A Tech Jedi - Solution Architect must have an ambitious and technical win-motivation, passion for the completion of the sale cycle, a keen eye for spotting market trends, willingness to inspire both clients and colleagues, and a genuine desire to keep expanding technology/market knowledge.
Working with a team of highly motivated and technical colleagues in a truly innovative technology sector of data science.
If the modernization of older data systems sounds like the right challenge, then this is the right opportunity for you
What Youll Do?
As the technical owner of the sale cycle, you will have overall responsibility for the development (identify and qualify), delivery, and orchestration of the activities driving towards a technical win
You will partner closely with Account Managers to develop account and technical solution strategies and will be directly responsible for driving the technical strategy forward to closure
Engage with customers and prospects, execute the hands-on demonstration of our solutions and products, effectively communicate the key core value proposition and key differentiators, position us around competitive threats and alternatives.
Collaborate with Product/R&D and Customer Success teams to ensure proper handoff from Sales to Implementation

DESCRIPTION: We are looking for a Data Scientist who will utilize her/his expertise into designing predictive models in the fields of player behavior and game experience. The Data Science unit is part of the Business Performance department, which is responsible for enhancing the business success of Plarium by ensuring excellence in the performance on all business aspects including marketing, games & product design, retention, monetization, etc.
RESPONSIBILITIES: -Build ML algorithms that will meet the business objective, reaching a high level of precision in your results. - Be able to query and use very large data sets, including data pulling, processing and cleaning Ability to deal with all parts of the modeling workflow from research, data extraction, model selection and design, to deployment and clearly presenting and communicating the results. - Collaborate with different business units (inc. a team overseas) in designing and implementing your solutions, making sure to comply with business needs. - Collaborate with the different engineering and BI teams, making sure to comply with the technical needs and constraints. - Conduct independent research and innovative thinking, keeping track with technology advancement and new tools and researches in the data science field