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נאספה מאתר אינטרנט
20/03/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for data scientists that are passionate about applied and theoretical research in the realm of computational linguistics. As a data scientist, you will join us on our quest to develop novel approaches for generalized AI that can understand and generate natural language. As such, you will study linguistics and mathematical phenomena in order to create new state-of-the-art NLP models that can be applied on, and generalize across multiple domains and use cases.
Requirements:
Master degree or higher in Computer Science/Mathematics/Physics,/Electric engineering or equivalent is a must.
Strong theoretical background in Machine Learning.
An understanding of linguistics theory and principles (semantic relations, parsing methods, etc.).
2+ years experience with Python.
3+ years experience with conducting NLP research (Specifically: Text) using Deep Learning models (RNN, Transformers, etc) and frameworks (PyTorch, Tensorflow, etc.).
Educate our customers on new and existing features, best practices, and a variety of use cases across industries. This is achieved by planning and hosting online demos, consultations, and screen shares on both a one-to-one and one-to-many basis.

An in-depth understanding in one or more of the following will be a plus:
Optimization.
Information theory.
Probability and statistics.
Bayesian methods.
Publications at top-tier conferences (i.e, ACL, EMNLP, ICML, NeurIPS).
Experience with distributed DL.
Experience with cloud ML (GCP, AWS, etc.)
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
20/03/2024
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Required Data Scientist
Your Mission:
As a Data Scientist, your mission will be to leverage your expertise in machine learning and generative AI to develop and implement models and Gen-AI tools that enhance our analytics, product development, and operational efficiency. You will play a crucial role in interpreting and analyzing complex data sets to provide actionable insights, drive strategic decision-making, and create cutting-edge innovative solutions that keep us at the forefront of the payment technology industry.
You will collaborate closely with data engineers, business analysts, and product teams to identify opportunities for leveraging company data in new ways. Through your work, you will enable us to harness the full potential of our data, ensuring that our strategies and products are informed by deep, data-driven insights.
Responsibilities:
Develop and implement advanced machine learning and generative AI models to solve complex business problems, enhance product offerings, and improve customer experiences.
Conduct data exploration and feature engineering to uncover hidden insights and identify opportunities for leveraging data across the business.
Collaborate with cross-functional teams to understand business needs and provide data-driven solutions and recommendations.
Stay abreast of the latest developments in machine learning and Gen-AI technologies, applying cutting-edge techniques and tools to drive innovation within.
Evaluate model performance and continuously iterate on and refine models to maintain their accuracy and relevance.
Communicate complex data concepts and the results of analyses clearly and effectively to stakeholders across the company.
Utilize big data technologies to process and analyze large datasets efficiently, ensuring scalable solutions for data-driven insights.
Design and implement big data machine learning solutions using technologies such as Spark, and Kafka for real-time data processing and analytics.
Explore and integrate new big data technologies and tools into the existing data ecosystem to improve data analytics and model development processes.
Requirements:
A Bachelor's or Master's degree in Computer Science, Statistics, Mathematics, or a related field with a strong focus on machine learning or artificial intelligence.
At least 3 years of hands-on experience in developing and implementing machine learning models, with a strong preference for candidates with experience in generative AI.
Proficiency in programming languages used in data science, such as Python, and familiarity with machine learning libraries (e.g., scikit-learn, TensorFlow, PyTorch).
Experience with data manipulation and analysis tools, including SQL, and experience working with large data sets.
Strong understanding of machine learning principles and algorithms, including supervised and unsupervised learning, deep learning, NLP, and generative models.
Demonstrated ability to apply machine learning techniques to real-world problems, from initial concept through data preparation, model development, and deployment.
Excellent analytical and problem-solving abilities, with a keen attention to detail and a data-driven approach to decision-making.
Exceptional communication skills, with the ability to convey complex data insights to both technical and non-technical stakeholders.
Familiarity with cloud computing services (AWS, Azure, or Google Cloud) and experience deploying models in a cloud environment is a plus.
A track record of continuous learning and adapting to new technologies and techniques in data science and AI.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
19/03/2024
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
As the Vice President of Data , you will hold a critical leadership position responsible for driving strategic decisions through advanced quantitative analysis and data Science. Your expertise will be instrumental in cross-departmental collaboration with product marketing, customer service, and operations teams to ensure alignment and synergy across all areas of the business.



Responsibilities:



Lead and mentor multiple teams of Analysts, Data Scientists and Data Engineers.
Initiate & manage cutting-edge projects from ideation to delivery, including developing automated solutions.
Evaluate and improve the companys KPIs through data.
Collaborate closely with Stakeholders from Product, Marketing, Operations, Customer support and Finance and initiate data driven decisions and solutions.
Lead the analysis of complex datasets to extract valuable insights, trends, patterns, and anomalies that drive strategic decisions.
Lead the building and upgrade of existing data infrastructure to cope with performance, scalability, and growth.
Requirements:
Master's degree (or higher) in Mathematics, Statistics, Engineering, Computer Science, or any other quantitative field.
5+ years of practical data experience in big data businesses.
2+ years of experience managing a multidisciplinary data department including Analytics, Data Science and Data engineering teams.
2+ years of experience in a B2C
Strong understanding of ML, statistics and hands-on experience with SQL, Python, and data visualization tools.
Excellent analytical skills with experience in querying large, complex data sets.
Strong familiarity with cloud based DWH like BigQuery / Snowflake / Redshift - an advantage.
2+ years of experience in managing team leads - an advantage.
Self-learner, multi-tasker, able to work independently, highly organized, proactive, and a problem-solver.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
19/03/2024
Location: Tel Aviv-Yafo
Job Type: Full Time and Temporary
Our R&D Product team is looking for a Data Field Operator.

Responsibilities:

Test drive the system and collect data daily.
Full responsibility over local test vehicles.
Work closely with the R&D to ensure the system is well up to date and meets test requirements.
Hands-on Integration of new HW - SW systems and maintaining existing
Prepare the system for and during high-focus customer demos.
Evaluate system behavior and create product analysis reports that summarise key metrics.
Validation of the ADAS system in the vehicle until ready for series production
The position requires frequent travel abroad
Requirements:
Drivers license- MUST
Strong technical/integration background (Including IDF experience) - Advantage
Experience working directly with Data Scientists and/or software developers an advantage
Experience working with 3rd party vendors - advantage
This position is open to all candidates.
 
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
17/03/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
Were seeking a top-notch Applied Researcher with broad experience across different data science domains and solid coding skills. Building on the success of the open-source package and monitoring solution, weve expanded our offering to provide state-of-the-art validation to LLM-based applications. In this role, you will be in charge of developing these abilities which include fine-tuning of LLMs and training BERT-based models, working with similarity-based algorithms, training classical models, and more. deals with a wide range of data domains with various challenges, most of which have no textbook solution. As a data scientist in a startup whose product is designed for fellow data scientists and LLM engineers, you will have a unique opportunity to shape our product from a users point of view and engage with teams in different organizations.

Well be going through a lot together, so we want your character and mindset to be a good fit for a fast paced startup.
Requirements:
M.Sc. in a quantitative field
At least 3 years of industry experience in ML Research / DS roles
At least 1 year of industry experience with unstructured data
Proven track record of excellence and ability to lead complex projects
End-to-end skillset able to own features from an idea stage, through design, architecture, coding, integration, and deployment
Python proficiency and solid coding skills
Product-driven mindset
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
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