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02/04/2024
משרה זו סומנה ע"י המעסיק כלא אקטואלית יותר
מיקום המשרה: תל אביב יפו
סוג משרה: משרה מלאה
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משרה בלעדית
לפני 13 שעות
קונסיסט מערכות בע"מ
דרושים בקונסיסט מערכות בע"מ
סוג משרה: מספר סוגים
תיאור התפקיד:
- אחריות על בניה ויישום ארכיטקטורה מבוססת שירות AI מנוהלים של ספקיות ענן
-  הובלה בפיתוח מודלים מורכבים של נתונים,אסטרטגיות ואלגוריתמים באמצעות ניתוחים אוטומטיים.
- תכנון ובקרה מקצועית על יישום ופיתוח מודלים סטטיסטיים ומתמטיים הכוללים חיזוי, סיווג, רשתות,נוירונים (Deep Learning), למידת מכונה( Machine Learning ) 
- הכירות עמוקה עם עולם ה LLM
- הובלת שיפור ופיתוח אלגוריתמים, פיקוח על האתיקה של עבודת מדעה הנתונים בארגון.
- הובלת פרוייקטים גדולים ומורכבים וקביעת מדדים ויעדים להצלחתם.
- הטמעת מדיניות משילות הנתונים הארגונית וניהול צוות מדע הנתונים.
דרישות:
דרישות התפקיד:
* 7 שנות ניסיון ומעלה בתפקידי דאטה, מתוכן 3 שנות ניסיון לפחות ב  data science-חובה!
* ניסיון מעשי בניהול צוות מדעני נתונים לפחות במשך 4 שנים בפרויקטים חוצי ארגון/פרויקטים לאומיים או בינלאומיים
* ניסיון בבנייה ויישום ארכיטקטורה למימוש מודלי AI מורכבים בענן/ On Premise ב 3 שנים אחרונות
*הכירות מעמיקה עם עולם של שירותים מנוהלים בתחום ה AI של Open Source ו GCP/AWS ושימוש במודלי LLM בשנתיים אחרונות.
* ניסיון רב-תחומי בעולמות הדאטה, ובפיתוח אלגוריתמים בשיטות סטטיסטיות מתקדמות מבוססות AI, ML, DL וכד', ניסיון בביצוע עיבוד מקדים כמויות גדולות של נתונים (Unstructured Structured) וניתוחם כדי לגלות מגמות, דפוסים ותובנות נוספות. המשרה מיועדת לנשים ולגברים כאחד.
 
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נאספה מאתר אינטרנט
09/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Jobs without resume
Our Research team is growing, and we are looking for a Senior Data Scientist to join the team.
Not Your Typical Senior Data Scientist Role
As a Senior Data Scientist, you will play a key role in the challenge of developing our core product using cutting-edge technology and significantly contributing to our data-for-justice revolution. You possess extensive expertise in ML along with a solid foundation in models, infrastructure development, and reserach.
There is no one way of doing things. We are open to new ideas and we encourage creativity, new initiatives and entrepreneurial minds.
Responsibilities:
Apply cutting-edge solutions while leveraging our in-house legal textual database, coupled with rich metadata of various features
Develop scalable models and tools using machine learning to extract information from unstructured text
Analyze and generate insights from legal documents using ML and GEN AI
Develop MLOps infrastructure to support our ML models and pipelines.
Work alongside machine learning experts, technologists, product managers, and legal domain experts from across the organization to solve complex problems.
Requirements:
Masters degree or PhD in Data Science, Computer Science or Engineering
4+ years of experience as ML Engineer or Data Scientist
Strong knowledge of Python
Experience with working on a cloud environment (AWS / GCP)
Solid background in algorithms, data structures, and programming
Good understanding of probability and statistics
Team player with ability to share knowledge and insights with the team and other stakeholders
Handle tasks with full ownership from PoC to productization
Problem solver Ability to break down large problems into small incremental steps
Self-learner Ability to learn new ML concepts and technologies and apply them
A big plus:
Experience with Airflow / MLFlow / Databricks / SQL/NoSql DBs / ElasticSearch
Experience in NLP
Experience with using and integrating GEN AI pipelines.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7685894
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נאספה מאתר אינטרנט
09/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Jobs without resume
Our Research team is growing, and we are looking for a Senior ML Engineer to join the team.
Not Your Typical Senior ML Engineer Role
As an ML Engineer, you will play a key role in the challenge of developing our core product using cutting-edge technology and significantly contributing to our data-for-justice revolution. You possess extensive expertise in ML along with a solid foundation in models and infrastructure development.
There is no one way of doing things. We are open to new ideas and we encourage creativity, new initiatives and entrepreneurial minds.
Responsibilities:
Apply cutting-edge solutions while leveraging our in-house legal textual database, coupled with rich metadata of various features
Develop scalable models and tools using machine learning to extract information from unstructured text
Analyze and generate insights from legal documents using ML and GEN AI
Develop MLOps infrastructure to support our ML models and pipelines.
Work alongside machine learning experts, technologists, product managers, and legal domain experts from across the organization to solve complex problems.
Requirements:
Masters degree or PhD in Data Science, Computer Science or Engineering
4+ years of experience as ML Engineer or Data Scientist
Strong knowledge of Python
Experience with working on a cloud environment (AWS / GCP)
Solid background in algorithms, data structures, and programming
Good understanding of probability and statistics
Team player with ability to share knowledge and insights with the team and other stakeholders
Handle tasks with full ownership from PoC to productization
Problem solver Ability to break down large problems into small incremental steps
Self-learner Ability to learn new ML concepts and technologies and apply them
A big plus:
Experience with Airflow / MLFlow / Databricks / SQL/NoSql DBs / ElasticSearch
Experience in NLP
Experience with using and integrating GEN AI pipelines.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7685908
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
09/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time and Jobs without resume
We are hiring a senior data scientist to join our data science team.
A cancer patient wants to know that their diagnosis and treatment are determined with the greatest precision and preferably using the most advanced technology. We bring cancer patients cutting-edge AI-based technology by improving biopsy interpretation with machine learning and creating novel precision medicine technology. Come join our team of experienced AI engineers and world-renowned clinicians, and help us make a difference.
We believe that talents are our most valued asset, and as such, hiring the right people is one of our most strategic missions.
Position Overview:
The data science team provides the bottom line to our customers which patients are the best fit for a cancer treatment and what is the chance of success.
We do it by analyzing medical images and clinical data, researching spatial features, developing predictive models and applying statistical methods to evaluate the results.
We work together with subject-matter experts, from medical doctors to software engineers, to leverage computer vision, focus on the most promising biological hypotheses and to productionize our capabilities.
Responsibilities:
Independently lead the data science perspective in any project or assignment from data mining, through developing new algorithms, to analyzing results and providing professional insights and guidelines.
Contribute to the team's internal codebase with high-quality code and development standards.
Augment our knowledge and best practices, adopt relevant SOTA data science methods and practices.
Work closely with medical doctors, product and project managers, research scientists and software developers to focus your efforts, build new capabilities and provide value to your colleagues and our customers.
Why join us?
There are plenty of reasons:
Your job matters, use your experience and skills to implement solutions that save lives.
Come as you are, Do what you love: We are a diverse team who are inspired to let our people bring their real self to work by providing an inclusive respectful work environment, and openness to feedback and ideas.
Won the Atlas Award.
Work with amazing people that share a passion for using technology as a tool to achieve great things.
Requirements:
MSc in computer science/statistics/biomedical engineering/bioinformatics or other relevant fields
5+ years of experience in machine learning, statistics, bioinformatics is required.
Hands-on experience working with Python (experience as a professional developer is an advantage).
Get the job done attitude. Proven track record of success in managing and delivering complex projects.
Experience working with Git, Confluence, AWS
Strong interest in working on medical problems and take a leading part in the field of digital pathology.
Experience in and a strong affinity for working in cross-team project setups.
Background in pharma/medical data experience is an advantage.
Clinical trials data analysis, computer vision, genomics, publications - Big advantage
Startup experience - advantage.
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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נאספה מאתר אינטרנט
10/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
we are looking for a Senior Data Scientist
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).
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.
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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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
3 ימים
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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תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
2 ימים
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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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
6 ימים
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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פורסם ע"י המעסיק
6 ימים
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Technology with a purpose. At BeeHero, we believe that our highest calling is to leverage the power of technology to solve the important problems that humanity faces today. We are committed to making a positive impact on the world by applying our ideas and vision to create a more effective pollination solution. BeeHero is a data-driven company that has developed a unique platform that leverages low-cost IoT sensors and artificial intelligence to collect and analyze data on bee behavior and pollination patterns. This data is then used to help farmers and food producers optimize their crop yields, improve crop quality, and enhance overall ecosystem health. With BeeHero’s technology, farmers gain deep insights into the complex world of pollination and can make more informed decisions about how to manage their land and resources.

Responsibilities:
We're looking for a dedicated Senior Data Scientist to join our office in Tel Aviv to be a key player in BeeHero's 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 distributed systems and databases, cloud-based software stacks
* 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
At BeeHero you have the opportunity to be: Impactful: Your work will directly impact agricultural practices around the world, helping to create a more sustainable, resilient food supply. Supported: We offer competitive compensation packages, comprehensive benefits, and a work environment where your contributions are valued and recognized. Autonomous: BeeHero is dispersed by nature, which means we tend towards a flat org chart. You can and should be ready to take the initiative and be proactive with your ideas. Collaborative: Work alongside like-minded, passionate professionals who are dedicated to driving innovation and making a difference. If this resonates with you, we want to hear how you believe you can help!

This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
16/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: More than one
We are seeking a Sr. Data Engineer - Analytics.
We develop a platform that collects data from dozens of sources and uses AI and data science to extract insights for making fast and optimal business decisions.
We have assembled an excellent team of leading data engineers, software developers, designers, product managers, and data scientists working towards this goal.
Our recently refurbished offices are in Tel-Aviv and we employ a hybrid work from home model.
On a typical day, you will:
Use Python and SQL to develop, scale, and optimize advanced data pipelines.
Merge multiple data sources into a clean, unified, and integrated single source of truth.
Ensure data integrity, freshness, and best practices in our growing data lake.
Manage and optimize data infrastructure, ensuring high performance, security, and reliability.
Collaborate with stakeholders across the company and support business insight requests.
Requirements:
5+ years of experience as a data engineer, BI developer, data scientist, or similar
Substantial experience developing data pipelines, including end-to-end ETL/ELT processes
Excited about understanding the data content itself, including analysis to evaluate its product impact
Proficient in writing complex SQL queries
Proficient in Python including data handling libraries (pandas, spark, numpy, etc.)
Experience with cloud platforms (preferably AWS) and cloud-based databases (Google BigQuery / Snowflake)
Experience with Docker and Kubernetes
Comfortable communicating work via writing and presentation in English.
Bachelor's degree in Computer Science, Industrial Engineering, Information Systems, or a related field (M.Sc - Advantage).
Experience with IaC tools such as terraform - Advantage
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
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