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משרה בלעדית
16/05/2024
משרה זו סומנה ע"י המעסיק כלא אקטואלית יותר
מיקום המשרה: תל אביב יפו
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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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פורסם ע"י המעסיק
1 ימים
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Globalbit in collaboration with a start-up company dealing in the field of neuroscience and pharmaceuticals which is growing a lot with established projects for the coming years is looking to expand the data science team. We are looking for a senior data Science specializing in algorithms in the field of computer vision and image processing. This is a role well suited to an ambitious professional, looking for the next step in their career. As a Senior Computer Vision Scientist, you will be responsible for:
* Complex, real-world problems with immediate impact on patients lives. You will solve computer vision challenges that can be applied to large scale microscopy imaging.
* You will develop robust object recognition and localization approaches on cloud services to accurately translate biological phenomena into computational readouts.
* You will conduct research, design and production level implementation of disruptive algorithms for semantic segmentation, object detection and classification of 3-dimensional neuron images using Machine Learning and deep learning methods.
* You will be involved in fast prototyping, feasibility studies, specification, and integration of computer vision algorithms into our product components.
* Generating reliable, correct training data with great attention to detail. Identifying and debugging issues in training deep learning models such as overfitting, leakage and label noise.
* You will advance the state-of-the-art in the field, including generating patents and publications in top journals and conferences.


Company:
Genetika+
Requirements:
- Master's degree in engineering required (software, computers, mathematics, physics, etc.) - 5+ years of experience in the development and production of computer vision algorithms and deep learning algorithms. - High proficiency in scientific programming languages such as Python. Especially with deep learning libraries. - Knowledgeable with neural networks model architecture, distributed computing, cloud native services and Agile software development practices.
We are looking for a creative vision in you, the ability to lead tasks independently and also to be an active and dynamic team member with exceptional interpersonal communication. This is a great opportunity to join us in a company that has a very strong influence on the medical era with a strong and well-established technological breakthrough!
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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הגשת מועמדותהגש מועמדות
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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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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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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
7 ימים
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We're on the lookout for an NLP Data Scientist and a Backend Engineer whos as enthusiastic about Generative AI as we are.
In this role, you'll contribute to the development of robust LLM applications, as well as backend systems and infrastructure that support our Generative AI initiatives, aimed at enhancing efficiency and automation. Youll be instrumental in supporting the creation and maintenance of backend services, collaborating with cross-functional teams, leading GenAI applicative research tasks, and contributing to the advancement of GenAI projects. Youll also identify areas for improvement by analyzing user data, AI technologies, and user feedback.
In this role youll:
Use and extend our Generative AI Dev tools as well as open source and other latest LLM App building tools.
Work directly with the latest Generative AI technologies to develop advanced applications and maintain technical relevance in a rapidly-evolving field.
Significantly impact efficiency, improvement, and automation within the company by supporting Generative AI projects
Work in a highly production-minded environment
Participate in research and analysis to identify pain points and opportunities for AI-driven automation and efficiency improvements
Work in tandem with cross-functional teamsincluding Design, Engineering, Data Science, and Operationsto facilitate the integration of Generative AI and process enhancements
Work within a talented team with a fast-paced workflow.
Requirements:
3+ years working as a Backend engineer
3+ years working as NLP/ML/DS applied researcher (or equivalent experience)
B.S. in Computer Science, Electrical Engineering, or Mathematics
Enthusiasm for the latest GenAI technologies
Familiarity with modern backend frameworks, tools, and architecture
Experience with production-grade projects
Eagerness to learn quickly and adapt to new technologies and frameworks
Experience in building LLM applications (preferred)
Ability to work in an office environment a minimum of 3 days a week.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
04/06/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
* We are developing a cutting-edge promotion operating system that helps brands manage, analyze and optimize their promotional spend. Our system uses Causal Machine Learning to analyze the incrementality of promotions and help our customers optimally invest their promotion budgets.
* We believe causality is the best way for companies to act on their data. If you do too, you might be a good fit!
Responsibilities
* Analyze raw event data, decide which data is desirable, and structure the data in a useable way
* Create data transformations that are easy to consume in real time
* Build real time and batch prediction models using Causal ML for users incremental lift
* Design complex experiments that TEST reactions to different treatments
* Collaborate with engineering team to bring Machine Learning models to production
* Generate actionable insights for our customers
* Suggest potential areas of explorations based on business impact
Requirements:
* Bachelor's degree or equivalent experience in quantitative field (Statistics, Mathematics, Computer Science, Engineering, etc.)
* At least 4 years of experience in a data Science role
* Full ( data Science) Stack experience: data pipelining, model building, experimentation, and analysis/reporting
* Strong working knowledge of SQL: ability to dive into raw data and debug problems
* Deep understanding of Machine Learning algorithms and experience with production pipelines. Advantage: experience with Causal Inference, multi-armed bandits
* Experience setting up data /ML pipelines in production environments (e.g. working with MLOps, DBT, etc.)
* Experience with designing A/B tests in complex environments
* Fluency in Python
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
7 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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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
לפני 4 שעות
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
We are looking for a talented data Scientist to join our international team and contribute to the development of advanced models in various domains.
This opportunity is a gateway to a world where business work and cutting-edge technology meet, and it's designed for those who want to make an impact, innovate, and lead in the Big Data realm.
Hybrid Model.
Requirements:
Bachelor's degree in data Science/ Computer Science / Engineering/ Statistics/ Mathematics or a related field.
Proven track record of excellence in solving Machine Learning challenges.
4 years of industry experience as a data Scientist, working with Machine Learning, data science, statistical or probabilistic modeling including writing code in a production environment 
Strong Python programming & SQL skills.
Solid understanding of data analysis, statistical modeling, and Machine Learning techniques.
Familiarity with data pre-processing techniques and data cleaning methodologies.
Strong problem-solving skills and the ability to think analytically.
Acting and thinking as an owner, with production environment in mind
Team player with excellent communication skills.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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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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הגשת מועמדותהגש מועמדות
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