דרושים » דאטה » Data Scientist Team Lead - Fair Lending

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6 ימים
SimilarWeb
Location: Tel Aviv-Yafo
Job Type: Full Time
Similarweb is the leading digital intelligence platform used by over 3500 global customers. Our wide range of solutions power the digital strategies of companies like Google, eBay, and Adidas.

We help our customers succeed in todays digital world by giving them access to data-driven insights, competitive benchmarks, strategic analysis, and more.

In 2021, we went public on the New York Stock Exchange, and we havent stopped growing since!

The DI departments customer-centric and business-oriented nature also means you will be supporting a team of data analysts and consultants who interact directly with customers. Together with them, you will translate the voice of these customers into best-in-class digital insights.

As a data scientist in the DI team, you will work on the very core of the company. Part of your role will be to turn raw data into usable metrics and develop new models and statistical algorithms to support out-of-the-box
requests from customers who want custom digital insights. This role will report to our DI Team Manager in the R&D.

Why is this role so important at Similarweb?

Similarweb is a data-focused company, and our unique AI and machine learning capabilities are the center of our business.

As part of this role, you will create data models that help analyze the petabytes of data we receive from various sources, and research and develop new features and capabilities for our product solutions

So, what will you be doing all day?

Your role as part of the R&D department, and as part of the DI team means your daily responsibilities may include:

Working on versatile use cases within a dynamic, fast paced production environment
Strategic thinking and problem solving, with a strong business sense
Analyzing data from various sources, and turning it into usable input
Understanding various use cases from different customers, and creating models that can translate these cases into meaningful insights
Initiating newly defined tasks from exploration to proof of concept
Owning the finalization of defined tasks (from POC to deployment in production)
Collaborating with data engineers to make sure we reach the desired production results
Owning the ongoing validation process for existing metrics
Collaborating and brainstorming best practices with other teams within the R&D department
Deploying machine-learning models into production for an ongoing use
Requirements:
This is the perfect job for someone who:

Holds a B.Sc. in Computer Science/Mathematics/Physics or any other relevant field - Required
Has 2+ years of experience with statistical and machine learning tools - Python, R, etc.
Strong communicative and verbal abilities to lead and guide customers through the logic of custom-built models
Has previous experience developing machine learning/ image processing/NLP or similar algorithms
Demonstrated experience utilizing probability theory and statistics
Familiarity with SQL
M.Sc. in Computer Science/Mathematics/Physics or any other relevant field - Strong advantage
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6 ימים
SimilarWeb
Location: Tel Aviv-Yafo
Job Type: Full Time
At Similarweb, we are revolutionizing the way businesses interact with the digital world by revealing to them everything that happens online.

Our unique data and solutions empower over 4,300 customers globally, including industry giants like Google, eBay, and Adidas, to make game-changing decisions that drive their digital strategies.

In 2021, we went public on the New York Stock Exchange, and we continue to reach new heights! Come work alongside Similarwebbers across the globe who are bright, curious, practical and good people.

Were looking for a Data Engineer to join our Digital Insights (DI) department, which specializes in professional services for our super-premium customers.

This role will report to our DI (Digital Insights) Data Science Team Manager in the R&D

Why is this role so important at Similarweb?

Similarweb is a data-focused company, and our unique AI and machine learning capabilities are the center of our business.

As part of this role, you will create and support a complex data model pipeline that helps analyze the petabytes of data we receive from various sources, and research and develop new features and capabilities for our product solutions

As a data engineer in the DI team, you will work on the very core of the company. Part of your role will be to create processes that help turn raw data into usable metrics and leverage AI models and statistical algorithms to support out-of-the-box requests from customers who want custom digital insights. The DI departments business-oriented nature also means you will be supporting a team of analysts and data scientists who interact directly with customers. Together with them, you will translate the voice of these customers into best-in-class digital insights.

So, what will you be doing all day?

Your role as a Data Engineer means your daily responsibilities may include:

Building and maintaining our big-data pipelines
Take a major part in designing and implementing complex high-scale systems using a large variety of technologies
Be part of a team with smart and motivated engineers, and data scientists, to collaborate on the planning, development, and maintenance of our products
Implement solutions in the AWS cloud environment, and work in Databricks with PySpark
Requirements:
This is the perfect job for someone who:

Holds a BSc degree in Computer Science or equivalent practical experience.
You love building robust, fault-tolerant, and scalable systems and products
You are a go-getter and a team player with a sense of ownership.
Has at least 3+ years of server-side software development experience in one or more general-purpose programming languages (Go, Python, etc.)
Experience building large-scale web APIs: advantage for working with Microservices architecture, AWS, and databases (Redis, PostgreSQL, Firebolt)
Familiarity with Big Data technologies: A familiarity with Spark, Databricks, and Airflow is a big advantage.
Worked in a cloud environment such as AWS or GCP, and is familiar with its different services.
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3 ימים
ironSource
Location: Tel Aviv-Yafo
Job Type: Full Time
Unity is seeking an experienced, data-driven individual with a strong background in data analysis and BI development to join our growing team.

Our team is at the forefront of data analysis and BI solutions on mobile devices, driving content recommendations to over 400M active devices worldwide. As part of your role, you will leverage complex business analysis, and extract insights that will significantly impact our business success and drive strategic decisions.

You will lead end-to-end BI projects, work on requirements, craft solutions, develop complex ETLs, and visualize actionable insights.You will collaborate directly with cross-functional teams, as well as internal and external stakeholders, to understand business needs and provide reliable and innovative data analysis and BI solutions.

Transform billions of daily events into critical information, business insights, and graphical dashboards that will drive meaningful impact for our business.If you excel in analytical thinking, BI technical skills and possess a strong passion for data analysis and BI development, this role would be just perfect (!) for you.

What you'll be doing

Derive meaningful insights and actionable value from data and effectively communicate it to diverse stakeholders. Collaborate closely with Management, Product managers, Data Science, R&D, Sales and other teams
Develop complex SQL queries and work with a variety of relational and non-relational databases, including Redshift, MySQL, SingleStore, and others
Architect and implement BI ETL pipelines, reports, and dashboards to illuminate product and business performance, using various tools including Airflow, Python, Jenkins, among others
Design and deploy visually compelling data visualizations using platforms like Looker, Tableau and others
Engage in the data aspects of product and feature development and assessment, establish product reporting frameworks, and analyze outcomes of A/B testing
Requirements:
What we're looking for

2+ years of experience as a Data/BI Analyst
Advanced proficiency in SQL
Proficiency in collecting, organizing, and analyzing large volumes of information with meticulous attention to detail and accuracy, leveraging tools like Excel and Python to effectively manage, manipulate, and derive insights from data
Proven experience in analyzing and transforming data into impactful insights using tools like Looker, Tableau, Quicksight, or equivalent
Demonstrated ability to think critically and take initiative when leading projects
You might also have

Experience working with big data in a high-scale environment
Familiarity with AB test analyses is preferred
Positive and collaborative attitude, and fun to work with!
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
3 ימים
ironSource
Location: Tel Aviv-Yafo
Job Type: Full Time
Unity is looking for an experienced BI Developer with high analytical and engineering capabilities and high motivation to join our team.

We seek a candidate with the ability to independently lead end-to-end data processes, a team player with good communication skills, and the ability to work with cross-functional teams.

We are searching for a curious and initiative-taking candidate who delves deep into matters and can perform in-depth analyses on data with millions of records per day, extracting significant insights that lead to data-driven decisions for rapidly growing operations.

What you'll be doing

Analyze complex datasets and extract meaningful insights. Identify trends, patterns, and correlations within the data to inform strategic decision-making
Create clear and visually compelling reports and dashboards to present analytical findings to key stakeholders. Collaborate with cross-functional teams to develop customized reporting solutions that address specific business needs
Work closely with multiple teams (R&D, Product, Monetization and more) to understand business objectives and provide analytical support for strategic initiatives. Translate business requirements into actionable analytical tasks and deliverables
Proactively identify opportunities for process improvement and optimization based on data-driven insights
Requirements:
What we're looking for

4+ years experience working as a BI Developer or as a Data analyst. Experience in writing complex SQL queries and building end-to-end ETL processes
High-level analytical and problem-solving skills, analyzing and transforming data into impactful visual insights
Experience in working with visualization tools such as Looker/ Tableau
Independent, fast learner, and able to prioritize well while working in a fast-paced environment and collaborating with many different interfaces with excellent communication and presentation skills
Bachelor's degree in industrial engineering, statistics, economics, or other numerate/analytical degree equivalent or army unit equivalent
You might also have

Experience with Airflow
Experience working with big data in a high scale environment
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לפני 18 שעות
Check Point
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Why Join Us?
We are looking for a professional and enthusiastic BI Developer to join our team! The BI Developer will be responsible for defining and building our data pipelines and analytics infrastructure. You will work closely with product managers, R&D engineers, and business stakeholders to support new initiatives and proactively improve our data solutions. You will help create and manage data processes for actionable insights and operational needs.

If you are passionate about data modeling and data processing, with excellent visualization and analytical skills, this job is for you.


About Us

Perimeter 81, recently acquired by Check Point, is a networking and network security leader that aims to deliver the premier SASE platform in the market. We are redefining the way businesses connect in the age of cloud and remote work with an innovative approach that combines cloud and on-device protection. We have over 200 employees with offices in New York, Los Angeles and Tel Aviv offering a global and multicultural work environment. Perimeter 81 is growing fast and looking for extraordinary team members to help us support our fast-growing customer base of more than 3,000 customers, including leading businesses of all sizes and industries.

Key Responsibilities
As a BI Developer, you will be responsible for:

Design, build, and maintain end-to-end easy-to-use data solutions. This includes orchestration, data modeling, visualization, monitoring, alerting, experimentation models, etc.
Collaborate effectively with cross-department stakeholders to capture analytical requirements
Develop high-level dashboards
Analyze complex datasets, and provide useful actionable recommendations
Requirements:
At least 3 years of Python practical experience.
Full proficiency in SQL with at least 5 years of experience in manipulating large, complex, and semi-structured data sets
Deep understanding of BI methodologies and data architecture principles
Strong ability to interpret data, and understand business processes and challenges from a business units perspective
Experience with data visualization tools (Looker - advantage)
Solid data visualization and storytelling skills
Experience with columnar, distributed, and decoupled data warehouses (e.g Redshift, Snowflake, Bigquery, Vertica)
BSc in Computer Science, Mathematics, Industrial Engineering, or equivalent academic knowledge.
Excellent personal communication and relationship-building skills.
Advantage - Experience in using statistical Python libraries such as pandas and Scikit-learn.
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לפני 44 דקות
SimilarWeb
Location: Tel Aviv-Yafo
Job Type: Full Time
Similarweb is the leading digital intelligence platform used by over 3500 global customers. Our wide range of solutions power the digital strategies of companies like Google, eBay, and Adidas.

We help our customers succeed in todays digital world by giving them access to data-driven insights, competitive benchmarks, strategic analysis, and more. In 2021, we went public on the New York Stock Exchange, and we havent stopped growing since!

We are looking for a talented and dedicated ML & Big Data Analyst who will be a part of the Core Data group.

As part of this role, you will help us process and streamline rich and complicated datasets. Will explore and validate new data sources. Be part of the data science and data engineering force creating new features for our solution.

What does the day-to-day of a ML & Big Data Analyst at Similarweb look like:

Apply your expertise in quantitative analysis and data mining to turn data into insights.
Conduct research and develop tools that will ensure the quality of Similarwebs data and algorithms.
Utilize your deep understanding of Similarwebs data in order to evaluate and improve novel algorithms produced by the data scientists in your team.
Partner with Big Data Engineers to establish an infrastructure to scale solutions.
Requirements:
What will I bring to the team?

At least 2 years of work experience in a Tech Company - Must
At least 2 years experience in Python scripting - Must
Experience with SQL for data analysis -Must
Knowledge and understanding of the statistical principles, concepts, methods, and standards- Must
Hadoop/Spark/AWS Infrastructure experience - Big Advantage
Ability to visualize data and experience with a visualization tool and modules (mlplot, matplolib, sns)- Big Advantage
Excellent verbal and communication skills (in English) - Must
Team player, autodidact, fast learner with excellent analytical, research and business skills.
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3 ימים
ironSource
Location: Tel Aviv-Yafo
Job Type: Full Time
Supersonic is seeking an experienced, data-driven and highly motivated BI Developer to join our data team. A strong candidate is an independent, analytically minded individual with strong data modeling and data engineering skills. Come and help us turn billions of daily events into critical information, business insights and graphical dashboards that will help to make impact decisions on our business

What you'll be doing

Design, manage and maintain analytics products and BI solutions for the entire group
Work with a variety of relational and non-relational databases (Redshift, MySQL and others)
Develop ETL processes using different tools (Airflow, and others)
Design and develop data visualization (Tableau, redash and others)
Monitor the integrity and validity of the data reported
Requirements:
What we're looking for

4+ years experience working as a BI Developer or as a Data analyst (DWH, ETL)
Advanced knowledge in SQL
Experience analyzing and transforming data into impactful visual insights (Tableau, PowerBI, or other)
Ability to manage multi-tasks and drive them to completion
Bachelors degree in Engineering, Computer Science, Math's, or other numerate/analytical degree equivalent or army unit equivalent
You might also have

Knowledge of Python (or similar languages) for data manipulation & analysis
Experience working with big data in a high scale environment
Experience building dashboards using Tableau
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4 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for researchers and applied scientists to join the Central Applied Science team. Central Applied Science is an interdisciplinary team of quantitative scientists that aims to deliver research and innovation that fundamentally contribute to Meta's success. By applying your expertise in quantitative methods, you will be empowered to drive impact across a range of products, infrastructure and company operations. Individuals in this role are expected to have expertise and publications within research areas including artificial intelligence, machine learning, statistics, causal inference and experimentation. The ideal candidate will have a passion for building data-driven products and forming research frameworks to solve challenging, real-world problems.
Research Scientist, Central Applied Science (PhD) Responsibilities
Work with vast amounts of data, generate research questions that push the state-of-the-art, and build data-driven products.
Develop novel quantitative methods on top of Meta's unparalleled data infrastructure.
Learn new tools, systems, and programming languages quickly as required by the particular project you are working on
Work towards long-term ambitious research goals, while identifying intermediate milestones.
Communicate best practices in quantitative analysis to partners.
Work both independently and collaboratively with other scientists, engineers, UX researchers, and product managers to accomplish complex tasks that deliver demonstrable value.
Publish research results in top-tier conferneces and at leading journals
Actively identify new opportunities within Meta's long term roadmap for data science contributions.
Requirements:
Minimum Qualifications
Currently has or is in the final stages of obtaining a PhD in the field of Computer Science, Data Science, or a related field, or equivalent practical experience. Degree must be completed prior to joining Meta.
Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.
Experience with empirical research and for answering questions with data.
Experience developing algorithms in languages like Python, C, C++ or Java.
Experience analyzing datasets using languages like Python or R.
Must obtain work authorization in country of employment at the time of hire and maintain ongoing work authorization during employment.
Preferred Qualifications
Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward.
Experience working and communicating cross functionally in a team environment.
Experience analyzing large datasets using tools like Presto, Hive or Spark.
Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as publications at leading workshops, journals or conferences such as KDD, ICML, NeurIPS, ACL, EMNLP, SIGIR, WWW, AAAI or similar.
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3 ימים
Google Israel
Location: Tel Aviv-Yafo
Job Type: Full Time
Help serve Google's worldwide user base of more than a billion people. Data Scientists provide quantitative support, market understanding and a strategic perspective to our partners throughout the organization. As a data-loving member of the team, you serve as an analytics expert for your partners, using numbers to help them make better decisions. You will weave stories with meaningful insight from data. You'll make critical recommendations for your fellow Googlers in Engineering and Product Management. You relish tallying up the numbers one minute and communicating your findings to a team leader the next.

The Waze Growth Data Science team is responsible for the product analytics and data science needs of multiple functional areas and domains in Waze, including growth and strategy, user journey and driving experience, map and community.

Waze is where people and technology meet to solve transportation challenges. It's a platform that empowers users to contribute road data and edit Waze maps to improve the way we move about the world. As the social navigation pioneer, Waze leverages mobile technology and a passionate global community to redefine expectations of todays maps.

Waze is also a household name in Israel, and joining our team is an opportunity to be part of local history and be part of a passionate team and community working to change the way our cities move and make every drive smarter and safer.
Responsibilities
Conduct data analysis to make product recommendations (A/B testing, impact analysis, cohort analysis, user personas, forecasting, etc.).
Define and measure the right KPIs and targets for new product features and business activities. Monitor performance and provide advice on any necessary changes or optimizations of the product and business activities.
Design, develop and automate reports and dashboards to provide insights at scale, for problem-solving needs.
Collaborate with cross-functional stakeholders to understand their business needs, formulate and complete end-to-end analysis that includes data gathering, analysis, ongoing scaled deliverables and presentations.
Deliver effective presentations of findings and recommendations to multiple levels of stakeholders, including senior management and create visual displays of quantitative information.
Requirements:
Minimum qualifications:
Master's degree in Statistics, Data Science, Mathematics, Physics, Economics, Operations Research, Engineering, or a related quantitative field.
Candidates will typically have 3 years of work experience using analytics to solve product or business problems, coding (e.g., Python, R, SQL), querying databases or statistical analysis, or a PhD degree.
Experience with statistical data analysis, data mining, and querying (e.g., SQL).
Experience managing investigative projects.

Preferred qualifications:
Experience in A/B testing and causal inference.
Experience in coding with the Google Cloud Platform.
Experience in team management.
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6 ימים
SimilarWeb
Location: Tel Aviv-Yafo
Job Type: Full Time
Similarweb is the leading digital intelligence platform used by over 3500 global customers. Our wide range of solutions power the digital strategies of companies like Google, eBay, and Adidas.

We help our customers succeed in todays digital world by giving them access to data-driven insights, competitive benchmarks, strategic analysis, and more. In 2021, we went public on the New York Stock Exchange, and we havent stopped growing since!

We are looking for a talented and dedicated Data Analyst who will be a part of the Core Data group.

As part of this role, you will help us process and streamline rich and complicated datasets. Will explore and validate new data sources. Be part of the data science and data engineering force creating new features for our solution.

What does the day-to-day of a Data Analyst at Similarweb look like:

Apply your expertise in quantitative analysis and data mining to turn data into insights.
Conduct research and develop tools that will ensure the quality of Similarwebs data and algorithms.
Utilize your deep understanding of Similarwebs data in order to evaluate and improve novel algorithms produced by the data scientists in your team.
Partner with Big Data Engineers to establish an infrastructure to scale solutions.
Requirements:
What will I bring to the team?

At least 2 years of work experience in a Tech Company - Must
At least 2 years experience in Python scripting - Must
Experience with SQL for data analysis -Must
Knowledge and understanding of the statistical principles, concepts, methods, and standards- Must
Hadoop/Spark/AWS Infrastructure experience - Big Advantage
Ability to visualize data and experience with a visualization tool and modules (mlplot, matplolib, sns)- Big Advantage
Excellent verbal and communication skills (in English) - Must
Team player, autodidact, fast learner with excellent analytical, research and business skills.
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