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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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RYB Technologies
דרושים בRYB Technologies
Job Type: More than one
We develop cutting edge API driven banking solutions to some of the largest names.

You will:


Design, develop, and implement predictive models, Machine Learning algorithms, and statistical techniques to assess fair lending risks and detect potential instances of discrimination
Analyze large datasets to identify patterns, trends, and potential areas of concern related to Fair Lending practices
Utilize advanced statistical methods to evaluate model performance, including model calibration, validation, and interpretation of results
Collaborate with cross-functional teams to understand business requirements and develop data -driven solutions for Fair Lending compliance
Be committed to diversity, equity, and inclusion, with a passion for promoting fairness and equality in lending practices
Requirements:
You have:
Proficient in Hebrew and English both written and verbal, sufficient for achieving consensus and success in a remote and largely asynchronous work environment - Must
Bachelor's degree in Statistics, Mathematics, data Science, Economics, or a highly quantitative field - Must (Advanced degree an advantage)
3+ years of experience in data analysis, statistical modeling, and predictive analytics within the financial services industry, preferably in Fair Lending or credit decisioning
Strong technical proficiency in data science tools and programming languages such as Python, R, SQL, with experience in developing predictive models and Machine Learning algorithms.
Strong knowledge of advanced analytics and Machine Learning techniques such as Regression and Classification algorithms, including linear and logistic regression, random forest and gradient boosting
This position is open to all candidates.
 
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RYB Technologies
דרושים בRYB Technologies
Job Type: More than one
We develop cutting edge API driven banking solutions to some of the largest names.

You will:
Manage a team that will design, develop, and implement predictive models, Machine Learning algorithms, and statistical techniques to assess fair lending risks and detect potential instances of discrimination
Analyze large datasets and identify patterns, trends, and potential areas of concern related to Fair Lending practices
Utilize advanced statistical methods to evaluate model performance, including model calibration, validation, and interpretation of results
Collaborate with cross-functional teams to understand business requirements and develop data -driven solutions for Fair Lending compliance
Develop and maintain of scalable data pipelines, data models, and analytical tools to support fair lending analysis and reporting activities
Requirements:
You have:
5+ years of experience in data analysis, statistical modeling, and predictive analytics within the financial services industry, preferably in Fair Lending or credit decisioning - Must
Bachelor's degree in Statistics, Mathematics, data Science, Economics, or a quantitative field. - Must (Advance degree an advantage)
Proficient in Hebrew and English both written and verbal, sufficient for achieving consensus and success in a remote and largely asynchronous work environment - Must
Strong knowledge of advanced analytics and Machine Learning techniques such as regression and classification algorithms, including linear and logistic regression, k-nearest neighbors, support vector machines (SVMs) and other techniques
Experience working with cloud-based data platforms and technologies such as AWS and Sagemaker for scalable data analytics and Machine Learning
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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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
13/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Are you looking to work at the forefront of Machine Learning and AI? Would you be excited to apply cutting edge Generative AI algorithms to solve real world problems with significant impact? The Generative AI Innovation Center at AWS is a new strategic team that helps AWS customers implement Generative AI solutions and realize transformational business opportunities. This is a team of strategists, data scientists, engineers, and solution architects working step-by-step with customers to build bespoke solutions that harness the power of generative AI.

You will work directly with customers and innovate in a fast-paced organization that contributes to game-changing projects and technologies. You will design and run experiments, research new algorithms, and find new ways of optimizing risk, profitability, and customer experience.

Were looking for ML Data Scientists capable of using GenAI and other techniques to design, evangelize, and implement state-of-the-art solutions for never-before-solved problems.

Key job responsibilities:
* Collaborate with ML scientist and architects to Research, design, develop, and evaluate cutting-edge generative AI algorithms to address real-world challenges.
* Interact with customers directly to understand the business problem, help and aid them in implementation of generative AI solutions, deliver briefing and deep dive sessions to customers and guide customer on adoption patterns and paths to production.
* Create and deliver best practice recommendations, tutorials, blog posts, sample code, and presentations adapted to technical, business, and executive stakeholder.
* Provide customer and market feedback to Product and Engineering teams to help define product direction.
Requirements:
BASIC QUALIFICATIONS:
- Masters degree (or European advanced degree equivalent) in Computer Science, or related technical, math, or scientific field.
- Relevant experience in building large scale machine learning or deep learning models and solutions.
- Experience communicating across technical and non-technical audiences.
- Experience in using Python and hands on experience building models with deep learning frameworks like Tensorflow, Keras, PyTorch, MXNet.
- Fluency in written and spoken Hebrew and English.

PREFERRED QUALIFICATIONS:
- Proven knowledge of Generative AI and hands-on experience of building applications with large foundation models.
- Proven knowledge of AWS platform and tools.
- PhD degree in Computer Science, or related technical, math, or scientific field.
- Hands-on experience of building ML solutions on AWS.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
15/05/2024
Location: Tel Aviv-Yafo and Herzliya
Job Type: More than one
We are looking for a highly motivated and experienced Principal Data Scientist to join our team! The Education Insights team in our Education builds and operates experiences to empower and delight learners and educators for the betterment of education of millions of users worldwide.

The successful candidate will have strong engineering capabilities with high Python proficiency and a deep understanding and experience in machine learning and AI. You will work closely with cross-functional teams to create cutting edge LLM-based experiences, make decisions using data and be responsible for developing innovative solutions that drive towards the future of AI in education. We are looking for enthusiastic and creative thinkers and doers to join us in meeting the challenge of shipping AI products that meet the needs of learners in a changing world.

Responsibilities:
Adopt, contribute to, and improve the teams existing technical stack and infrastructure to build differentiated features in the Education space.
Stay up to date with AI technology, advise on how we can adapt and embrace new technologies methodologies and ideas.
Provide hands-on technical work: design, analytics/modeling and fine tuning, dataset development, code reviews, development, quality assurance.
Build relationships with partners within our company (applied) Research Teams to bring innovation to new and existing products.
Foster a culture of inclusivity and disciplined data and software engineering practices to deliver business value, guided by data.
Creating and sustaining an effective team culture is extremely important to us. We value and promote a high trust environment where we work closely and effectively with others.
We emphasize a culture of continuous learning and so having a growth mindset and passion for learning is important. You should expect that your teammates will be invested in helping make you successful and expect the same in return from you. We recognize and celebrate the uniqueness of each person on the team and leverage our diversity to create more inclusive products for our customers.
Requirements:
Required Qualifications:
Doctorate in Data Science, Mathematics, Statistics, Econometrics, Economics, Operations Research, Computer Science, or related field AND 5+ years data-science experience (e.g., managing structured and
unstructured data, applying statistical techniques and reporting results)
OR Master's Degree in Data Science, Mathematics, Statistics, Econometrics, Economics, Operations Research, Computer Science, or related field AND 7+ years data-science experience (e.g., managing structured and unstructured data, applying statistical techniques and reporting results)
OR Bachelor's Degree in Data Science, Mathematics, Statistics, Econometrics, Economics, Operations Research, Computer Science, or related field AND 10+ years data science experience (e.g., managing structured and unstructured data, applying statistical techniques and reporting results).
OR equivalent experience.

Preferred Qualifications:
10+ years of AI/ML experience in the industry (5+ years for PhD).
Technical skills in AI and machine learning.
Track record of shipping innovative AI-based products at scale.
Extensive and up to date knowledge and experience with LLM and other modern AI methods.
Coding skills and knowledge of Python AI ecosystem.
Problem-solving skills and creative thinking ability, coupled with a capacity to swiftly and independently grasp new technologies.
Ability to communicate, written and verbal.
Keen interest in Education.
Publications of AI-related research.
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 talented Data Science Team Lead who will help design and manage data-driven strategies and algorithms within the companys core acquisition engine and deploy them end-to-end.

We hypothesize theories and prove them in production within hours (instant data gratification!). You will become the focal point of our data team and streamline processes, and will be responsible over company revenue streams.

If you enjoy a high level of autonomy in a fast-paced business and work environment within a growing organization - take a seat!

What you will do:
Lead and mentor a team of extremely talented and success-hungry Data Scientists.
Initiate & manage cutting-edge projects from inception to delivery, including developing structured and automated solutions.
Lead the data strategy: be responsible for planning, prioritizing and building the right data solutions to support business needs.
Apply your scientific knowledge and creativity to analyze large volumes of diverse data and develop algorithmic solutions and models to solve complex problems.
Identify and propose data science and algorithmic solutions for various product initiatives.
Use your excellent communications skills, both written and verbal, to explain technical concepts and analysis implications to senior leaders, and influence cross-functional teams to improve performance.
Partner with other departments (i.e. Management, R&D, Product) to support decision making.
Requirements:
5+ years of practical analytics experience in big data businesses (preferable - B2C company) 2+ years experience of managing a team.
A hands-on, passionate person who likes to get to the bottom of things in terms of both algorithms, data and business.
Excellent analytical skills with experience in querying large, complex data sets
Strong understanding of statistics.
Hands-on experience with machine learning algorithms, , SQL, and data visualization tools.
Self-learner, multi-tasker, able to work independently, highly organized, proactive & problem-solver.
BSc degree (or higher) in Mathematics, Statistics, Engineering, Computer Science or any other quantitative field.
Big plus if you have experience in implementing real-time machine learning and data mining algorithms in large scale environments and familiarity with the Ad-Tech industry.
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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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
2 ימים
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
13/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for an outstanding Senior Data Scientist to join the team and revolutionize how investment is done.
Youll be harnessing the power of machine learning models and advanced mathematical techniques to develop the first-ever real-time, no-code corporate credit score platform.
You Will:
Research of state of the art generative AI models as well as classical machine learning models.
Define data collection plan and requirements
Build models from POC to production-ready
Work closely with ML engineering team driving production release and performance monitoring
Provide guidance to the product team and user community to increase product effectiveness
Requirements:
MSc/Ph.D. in Computer Science, Statistics, Physics, Mathematics, Econometrics, or equivalent
Minimum 4-5 years of experience as a data scientist
Experience in Time Series Analysis and Large Language Models (LLM), including prompt engineering
Proficiency in Python
Solid understanding of NLP techniques, including document classification, entity recognition, and sentiment analysis.
Extensive background in statistical analysis
Profound analytical skills and true love for data
A multitasking team player with the ability to work independently
Background in the financial industry as well as credit assessments - an advantage
Experience in writing SQL scripts and queries - an advantage
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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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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