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נאספה מאתר אינטרנט
15/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
data Scientist| Tel Aviv, Israel | Hybrid
Join a leading IoT Connectivtity company looking for a data Scientist with a background in:
* data Scientist or similar role.
* Knowledge of ML/AI & deploying predictive modeling solutions.
* Experience with Python & frameworks such as tensorflow, sci-kit, etc.
This role is Hybrid in the Tel Aviv.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
5 ימים
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Our R&D and Innovation Center is looking for a Data Scientist
We are seeking a seasoned Data Scientist with a strong background in optimization and Bayesian methods. The ideal candidate will have a deep understanding of data science principles, machine learning, and statistics concepts.
The Product:
ConvergeCONSUMER is a solution designed to help businesses understand and predict consumer behavior. It combines customer data, next-generation technology platforms, AI, and machine learning to predict consumer demand.
The solution leverages decades of experience in the consumer sector to drive value for clients. It helps businesses understand their customers' spending behaviors and preferences by combining CRM data with external data.
In this role you will:
Apply data science techniques and build high quality predictive models.
Leverage optimization/Bayesian methodologies to solve complex business problems.
Utilize programming and database languages.
Address real-world analytical problems using machine learning, statistical modeling, or similar quantitative approaches.
Develop and deploy models in cloud-based ecosystems such as GCP, AWS, or Azure.
Collaborate with cross-functional teams to understand business requirements and provide data-driven solutions.
Full time Job
Location: Tel Aviv, Hybrid.
Requirements:
Minimum of 5 years of experience as a Data Scientist.
Deep understanding of data science principles, machine learning, and statistics concepts.
Experience with Bayesian Nonparametrics and mixed integer programming.
Proficiency in various programming and database languages, such as Python, PySpark, SQL, and optimization modeling language such as Pyomo.
Experience addressing real-world analytical problems using machine learning, statistical modeling, or similar quantitative approaches.
Experience in cloud-based ecosystems such GCP, AWS, or Azure for development and deployment of models.
Experience working on global teams collaborating via tools such as Jira, Teams, ADO.
Advanced level of English.
Working Israeli permit- a must.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
29/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for Data Scientist (Hybrid Mode) to our Team in Tel Aviv
Are you a visionary Data Scientist passionate about leading cutting-edge research and implementing innovative solutions in a production environment? If you have a proven track record of developing algorithms in a fast-paced environment, a knack for NLP, and the ability to inspire your colleagues, we want to hear from you!
Responsibilities:
Lead and conduct advanced data science research, focusing on automatic knowledge-based understanding, entity recognition, and NLP models like state-of-the-art transformers.
Collaborate with a multi-disciplinary team of researchers, data engineers, software developers, product specialists, and researchers to solve complex problems.
Take ownership of major building blocks of the world's first multi-dimensional people-skills-jobs AI product.
Lead selected initiatives, and take ownership of the end-to-end agile process, from ideation to production-grade implementation, constantly improving the companys products.
Work closely with stakeholders to understand business requirements and translate them into actionable data science projects.
Requirements:
MSc or Ph.D. in Computer Science or a related field.
A minimum of five years of experience as a data scientist.
Experience in deep neural networks, especially in transformer architecture and graph embeddings.
Full proficiency with open-source ML frameworks such as TensorFlow or PyTorch.
Previous experience in a production environment.
Advanced Python skills with a hands-on attitude towards problem-solving.
Strong interpersonal skills, logical reasoning, and a collaborative mindset.
Advantages:
Familiarity with natural language processing (NLP), large language models (LLMs), and Generative AI ecosystems.
Demonstrated an ability to deliver high-impact projects with measurable results.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
12/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Were looking for a Data scientist Expert to join us
WHAT YOULL DO

Lead an applied research for AI-driven features in the platform
Cover a range of features - from leveraging LLMs to enhance customer investigation experience to novel usage of AI for cloud security
Collaborate with engineering teams to design, build, and maintain production pipelines
Work closely with the Security Research and Product teams to define research goals
Conduct experiments and evaluate the performance of AI models, algorithms, and techniques using real-world datasets and simulated environments
Stay abreast of cutting-edge AI methodologies, frameworks, and tools and apply them to improve security solutions' accuracy, efficiency, and scalability
Requirements:
An M.S. or Ph.D. degree in computer science, statistics, or related field OR equivalent work experience
5+ years of experience in leading and managing data science and machine learning projects, preferably in the intersection of AI and cybersecurity
Experience with distributed cloud systems - Hands-on familiarity with cloud systems that are distributed
Strong knowledge of deep learning models and common model architecture such as transformer models, CNNs, RNNs
Knowledge of programming languages that are used in AI research, such as Python, and experience with AI frameworks (e.g., Hugging Face, LangChain, OpenAI, scikit-learn, TensorFlow, PyTorch)
Ability to work independently in a fast-paced, and come up with creative solutions to challenging problems
Excellent communication (both written and verbal) and presentation skills
Advantage: Knowledge of cybersecurity principles, attack vectors, and defense mechanisms
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
16/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
As a Data Scientist, you will report to our Senior Director of Data Science.
Typical responsibilities include designing efficient data science/ML/AI/statistical algorithms that leverage our homomorphic encryption or other private preserving technologies including federated learning, confidential computing, and more.
You will develop prototypes of your design and will work with our engineering team to integrate
solutions into a production privacy-preserving analytics product. You are expected to work closely with our crypto and software engineering teams. In this position, you must work independently and show creativity, problem-solving, and a can-do attitude.
The position is based in the Tel Aviv area.
Requirements:
Ph.D. in Computer Science, Mathematics, Physics, or a related field.
Experience in prototyping data science solutions especially with deep learning, generative AI,
and Large Language Models.
3 years of experience in a related position in the industry.
Knowledge and experience in algorithm analysis and design.
Proficiency in Python programming.
Ability and willingness to work on a team.
Good communication skills. Fluent in English.
Desired Skills :
Familiarity with privacy-preserving technologies such as Homomorphic Encryption, secure
multiparty computation, or differential privacy.
Experience with integrating or developing in a high-assurance production environment.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
09/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We're looking for highly talented, experienced, passionate, and data-driven Senior Data Scientists.
Create and develop ML models to drive the company forward and support decision making; while using data driven insights about our product, customers, business goals
Work in a team and independently, understand business requirements and how they relate to and support business KPIs.
Research creative data-driven ways to solve challenging real-world business problems
Design, establish, maintain and evolve the companys machine learning (ML) models
Develop production-level, scalable ML pipelines and models
Collaborate with analytics, business and data engineering teams and bring a proactive approach to handling anomalies and abnormal behavior within our DWH
Use your background in predictive modeling, advanced statistical analysis, ML practices and techniques and time series modeling to build new features and products.
Requirements:
BSc/MSc in a quantitative field (statistics, mathematics, computer science or equivalent)
7+ years of proven experience in developing and delivering end-to-end ML models, from data cleansing, feature engineering, algorithm development and implementation of models in production with real-world data
Deep statistical and mathematical knowledge (regression, linear algebra, properties of distributions, etc.) and the ability to understand, utilize and innovate on state-of-the art machine learning algorithms and statistical modeling
Advanced knowledge in ML and deep learning
Familiarity with standard frameworks in data science (Numpy, Pandas, Scipy, Sklearn), gradient boosting frameworks, DNN frameworks
Languages: Python, working SQL knowledge with relational databases, query authoring (SQL), working with a variety of datasets
Knowledge of NLP/text analytics - advantage
Experience with using LLM frameworks - advantage
Experience with BigQuery - advantage
Knowledge of C++ - advantage
Start-up experience - advantage.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
19/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We're looking for a dedicated Senior Data Scientist to join our office in Tel Aviv to be a key player in success.

On the day-to-day, you will analyze large amounts of information to discover trends and patterns in the beehive regarding hive state, health, nutrition, and much more.

You'll be alternating between individual projects and team efforts, and you will:

Plan bee-hive and crop-pollination in-field data acquisition

Build predictive models and algorithms from this data

Develop processes and tools to monitor and analyze model performance and data accuracy.

Most importantly, work in an accepting community full of creative, fun-loving individuals such as yourself, and immerse yourself in the enchanted world of honeybees.
Requirements:
5+ years of hands-on data science experience delivering end-to-end data science projects
1+ years of hands-on experience in Python
Experience with Time Series - Must
Experience with distributed systems and databases, cloud-based software stacks
Bachelor's and Master's degrees in engineering/mathematics/statistics and more
Creative problem-solving skills with an emphasis on product development
Self-starter, able to lead projects and initiatives
A drive to learn and master new technologies and techniques
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
09/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
an exciting Artificial Intelligence well funded startup in the heart of Tel Aviv (a short walk away from Azrieli train station). leveraging Machine Learning and Computer Vision to bring AI to optimize passenger journeys, making security screening accurate, fast and labor free.

Job Description
We are looking for new team members who share our passion for finding answers to difficult questions and new radical ways to build scalable and trustworthy data & analytics solutions, helping every team in the organization make faster and better decisions.

Data is the underlying asset of our vision. You will directly impact the core value of the product. Youll play a pivotal role in our ongoing mission to develop an advanced analytic pipeline capable of handling diverse data types and forms without manual intervention. Your expertise in advanced analytics will help provide predictive insights that drive business growth.

The successful candidate will turn data into information, information into technology insight that will promote us in the product and business levels. The main role is to interpret data and analyze results using statistical techniques and tools for providing ongoing reports. The Individual chosen for this position will have the opportunity to promote unique ideas, data collection systems and other strategies that optimize statistical efficiency and quality.

This position allows great exposure and growth opportunities in the company.

Responsibilities:
Data sets and subsets generation. Mapping business requirements to a well defined set of benchmarks and tests (building the data infrastructure to be used for the models)
Conducting precise measurement, comprehensive analysis, and insightful conclusions on overall business, technology and product activities
Defining technical requirements in collaboration with various organizational departments and ensuring their seamless implementation.
Proactively identify trends and opportunities for improvement while sharing your findings with a variety of stakeholders and management team.
delivering actionable insights and tools that help teams from across the organization to make impactful decisions.
Stay up-to-date with the latest trends and technology in the data industry.
Define automatic processes regarding to reports and deep analysis
Requirements:
+4 years of experience as a data analyst.
Ability to work as part of an agile and quickly growing team
B.Sc in Information Systems or Industrial Engineering
Understanding of reporting architecture: data warehousing, ETL, and data modeling.
Multitasked, independent, with excellent organizational skills that can provide support of multiple projects
Strong interpersonal skills and ability to work collaboratively in a team environment
Attention to details and constant curiosity to learn and solve problems
Experience or knowledge in Machine Learning or AI environments- huge advantage
Robust skills in data manipulation, statistical analysis, and data visualizations
Excellent written and oral communication skills in English
Experience in python or other scripting languages
Knowledge in SQL and Excel
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
4 ימים
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Responsibilities:
Working on projects across multiple DS disciplines (Tabular datasets, Vision, NLP, Bayesian modeling, etc..).
Apply complex analytical techniques to derive actionable insights.
Converting business needs into working data science projects (Identifying problems and providing solutions from ideation to deployment).
Conducting research and implementing new initiatives.
Working closely with our product, analysis, data and development departments.
Designing and Creating machine learning and DS pipelines used to ease, enhance and automate analysis tasks.
Optimizing and improving existing ML/DL models and pipelines.
Working with big data (BigQuery, SQL).

Roles & Responsibilities:
Identify valuable data sources and automate collection processes.
Undertake the preprocessing of structured and unstructured data.
Analyze large amounts of information to discover trends and patterns.
Build predictive models and machine-learning algorithms.
Propose solutions and strategies for business challenges.
Requirements:
Requirements:
M.Sc / PhD in Computer Science/Mathematics/Statistics/Engineering or related fields.
4+ years of experience of work as a data scientist.
Working on big data projects and environments.
5+ years of experience with python and data science related frameworks and packages (Jupyter, Pandas, Numpy, Scipy, ScikitLearn, Plotly).
Experience with Deep Learning (Pytorch / Tensorflow) within the following disciplines: NLP / Vision / Tabular Data / Time Series Forecasting.
Strong statistical, analytical & problem solving skills.
Hands on SQL skills, ability to understand, write and maintain complex queries.
Team player with strong communication skills.
Strong knowledge of software-engineering principles such as modularity, automated testing, and documentation.
Fluent in english.

Advantages:
Working in research teams.
Experience of reading and reproducing academic papers.
Experience of conducting experiments and optimizing models.
Experience with Google Cloud Platform (BigQuery, CloudRun, CloudFunctions, VertexAI)
Experience with Linux environment and shell scripting.
Domain experience of game analytics (LTV, UA, Creative Analysis, Time Series Analysis).
Experience with leading end-to-end projects.

Required Skills:
Coding.
Communication skills.
self learner.
Methodological.
Deep Learning.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
06/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a passionate Senior Data Scientist to join our all-star team.

This is an amazing opportunity to join a multi-disciplinary A-team while working in a fast-paced, results, marketing and data-oriented environment.

If you are experienced but still hungry to learn and impact - wed love to have you on our team!

What You'll Do:
Devise, initiate, manage and execute cutting edge exploration and exploitation projects.
Apply your knowledge of Data Science and algorithm development to create data solutions.
Analyze extremely large (petabytes) and diverse datasets to solve complex problems.
Develop algorithmic solutions to do it for you.
Proactively seek growth opportunities aligned with core KPIs
Partner with other functions in the company, to support decision making
Instant data gratification guaranteed!
Requirements:
5+ years of practical analytics experience in big data businesses (preferable - B2C company)
A hands-on, passionate person who likes to get to the bottom of things in terms of algorithms, data and business
Excellent analytical skills with experience in querying large, complex data sets
Strong understanding of statistical significance; Hands-on experience with machine learning algorithms; Python and data visualization tools such as Tableau, Looker, etc.
BSc degree (or higher) in Mathematics, Statistics, Engineering, Computer Science or any other quantitative field
Self-learner, multi-tasker, able to work independently
Self-sufficient proactive problem-solver
Excellent communications skills, both written and verbal
Familiarity with the Ad-Tech industry - a big plus
Experience in implementing real-time machine learning and data mining algorithms in large scale environments - a big plus
Fun to work with & a team player :)
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
09/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Required Data Scientist
About the Opportunity:
A top player in its game and is heading for an exciting year. In this role, you will take an integral part in the creation of a new and innovative SaaS product.
If you are a talented Data Scientist that likes to solve complex problems and looking for your next challenge we want you to join our team!
What You'll Be Doing:
Research, develop, and deploy a diverse array of machine learning models that operate in real-time and at large scale, with a primary focus on preventing and analyzing fraud attacks.
Perform data mining, exploration, and analysis.
Create data visualizations, reports, dashboards, and data audits.
Leverage predictive models to optimize customer experiences that will affect millions of users worldwide.
Creating automated anomaly detection.
Requirements:
Bachelor's degree in computer science, or a related field from a familiar university
At least 3 years of experience as a Data-scientist
Experienced with identity management/risk assessment/fraud detection.
Familiarity with cloud-based infrastructure.
Independent, persistent, and a "getting things done" person.
Excellent interpersonal skills.
Advantages:
Masters degree in Computer Science or a related field.
Experience with big data analytics technologies such as Spark and Hadoop.
Experience in data mining and machine learning.
Ability to store and process unstructured data with NoSQL databases.
This position is open to all candidates.
 
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