דרושים » מוצר » Data Scientist Team Lead - Fair Lending

דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 

חברת השמה / כח אדם

3 ימים
RYB 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
.המשרה מיועדת לנשים ולגברים כאחד
 
Hide
הגשת מועמדות
עדכון קורות החיים לפני שליחה
70692
שירות זה פתוח ללקוחות VIP בלבד
משרות דומות שיכולות לעניין אותך
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 

חברת השמה / כח אדם

3 ימים
RYB 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
.המשרה מיועדת לנשים ולגברים כאחד
 
Show more...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
70694
שירות זה פתוח ללקוחות VIP בלבד
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 

חברת השמה / כח אדם

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

:We are
You will
Collaborate with cross-functional teams to understand business requirements, data needs, and project priorities, ensuring alignment of data engineering and BI initiatives with strategic objectives
Work closely with business users to define KPIs, metrics, and performance indicators, ensuring alignment with strategic objectives and business priorities
Develop and maintain interactive dashboards, reports, and data visualizations using BI tools such as Power BI, Tableau, or similar platforms
Extract, clean, transform, and load ( ETL ) data from various sources such as databases, APIs and spreadsheets to support reporting and analysis activities
Perform in-depth data analysis to identify trends, patterns, and insights that drive business decisions and improve operational efficiency
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 Computer Science, Engineering, Mathematics, Statistics, or related field - Must (Advanced degree an advantage)
3+ years of experience in business intelligence, data analysis, or a related role, preferably in a consulting or corporate environment- Must
Proficiency in BI tools such as Power BI, Tableau, AWS QuickSight, or similar platforms, with hands-on experience developing interactive dashboards and reports - Must
Strong analytical skills, with the ability to analyze complex data sets, draw meaningful conclusions, and communicate insights effectively to stakeholders - Must
.המשרה מיועדת לנשים ולגברים כאחד
 
Show more...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
70691
שירות זה פתוח ללקוחות VIP בלבד
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 14 שעות
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.
.המשרה מיועדת לנשים ולגברים כאחד
 
Show more...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
75043
שירות זה פתוח ללקוחות VIP בלבד
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
5 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.
.המשרה מיועדת לנשים ולגברים כאחד
 
Show more...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
75253
שירות זה פתוח ללקוחות VIP בלבד
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
4 ימים
MICROSOFT ISRAEL
Location: Tel Aviv-Yafo and Herzliya
Job Type: Full Time
We are looking for a Software Engineer to help drive innovation and excellence. As an engineer on the team, you will improve services by leveraging some of the latest innovations in Microsoft software and Azure hardware. This is a dynamic role that involves both technical expertise and collaborative skills to contribute to the modernization and enhancement of Microsoft Defender for Endpoint's cloud services. Responsibilities include:

Working on services leveraging the latest technologies from Microsoft

Modernizing and optimizing services to improve scalability and reduce operating cost

Partner with experts across geographic and organizational boundaries to make impactful changes to Microsoft Defender for Endpoint

Adhere to modern engineering principles and practices, code reviews, and project management

Take on challenges of working with well-established, large-scale systems

Engage in project planning, work prioritization, and contribute to the project's roadmap and goals

Participate in governance activities, manage technical tasks, and ensure quality assurance through automated testing and integration validation

Share knowledge through mentorship and regular team interactions

Build functional and technical documentation, write unit and integration tests, and update Continuous Integration and Continuous Deliver (CI/CD) pipelines

Identify and triage bugs within service code and application stack, developing fixes
Requirements:
Bachelors Degree in Computer Science or related technical field AND 2+ years technical engineering experience with coding in language including, but not limited to, C, C++, C#, Java, JavaScript, or Python OR equivalent experience

3+ years of engineering experience working on large-scale cloud applications and designing and building large-scale distributed systems

Ability to meet Microsoft, customer and/or government security screening requirements are required for this role. These requirements include, but are not limited to, the following specialized security screenings: o Microsoft Cloud Background Check: This position will be required to pass the Microsoft Cloud background check upon hire/transfer and every two years thereafter

Qualifications: Other Requirements

3+ years of experience designing and developing high-performance and production quality C# or Java server software

3+ years hands on experience with containers (Docker, Kubernetes, or similar technologies)

3+ years of experience in cloud development principles and patterns, particularly loosely coupled architectures and micro-services, dev-ops model

2+ years experience with Azure PaaS solutions such as Azure Storage, Azure Cosmos DB, and Azure Kubernetes

Development experience with cloud platforms such as Microsoft Azure and AWS

Proven experience with profiling and performance optimization, low level and (.Net) CLR, software and hardware interoperability.

Excellent communication skills and ability to collaborate in a multi-disciplinary team consisting of Software Engineers, Program Managers, Security Researchers, and Data Scientists

Delivery of services using Continuous Integration and Continuous Deployment methodology

Familiar with Security Development Lifecycle

Experience with software development tools such as source control systems (GIT), automated build systems, compilers, software validation systems, project tracking, and lifecycle management systems
.המשרה מיועדת לנשים ולגברים כאחד
 
Show more...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
75413
שירות זה פתוח ללקוחות VIP בלבד
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
3 ימים
WIX
Location: Tel Aviv-Yafo
Job Type: Full Time
required Cyber Security Data Analyst
Detect and characterize suspicious actors and abnormal behavior, to develop automatic data-driven solutions that mitigate cyber risks and threats
Conduct security research and critical incident investigation, leveraging insights from various technical data sources including application and infra raw logs, as well as users BI events
Be an integral part of data science projects - from the project definition, to the data collection, and evaluation of the model
Be the data expert in security projects and work closely with different teams across the company
Build and maintain reports, dashboards, and metrics, in addition to monitoring the integrity and validity of the data reported
Promote cyber security awareness and guidance to other teams within the company regarding our unique methodologies for threat analysis
Requirements:
Youre an experienced, technical Data Analyst with 3+ years of practical experience in the fields of cyber security or network intelligence
You have a deep understanding of network layers, protocols and identification and authorization flows
You are proficient in visualization tools such as Tableau or Power BI
You have experience using SQL for quantitative analysis
You take initiative and drive projects from beginning to end with minimal guidance
Youre capable of multitasking and have the ability to manage long term projects, as well as quick short-term tasks
Youre passionate about simplifying and visualizing complex and technical data
Youre proficient in Python data analysis packages (Pandas, Numpy)
Experience with other cyber security related positions: SOC, IR, Fraud detection, would be an advantage
Hands-on experience of Splunk for data analysis would also be advantageous
.המשרה מיועדת לנשים ולגברים כאחד
 
Show more...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
75677
שירות זה פתוח ללקוחות VIP בלבד
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 18 שעות
SimilarWeb
Location: Tel Aviv-Yafo
Job Type: Full Time
At Similarweb, we're revolutionizing the way businesses interact with the digital world by revealing to them everything that happens online. Our cutting-edge platform and unique data 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 havent stopped growing since!

We're seeking a Data Analyst to join our team and enhance our Digital Insights group. Within this group, the Digital Insights Ops team is responsible for establishing and maintaining automated delivery processes for tailored reports to clients, ensuring timely delivery of high-quality data.

What does the day-to-day of a Data Analyst in Digital Insights look like:

Apply your scripting skills to create & maintain custom data pipelines using Airflow, ensuring seamless processing and delivery of client-specific data solutions.
Investigating data questions & concerns from clients, using Similarwebs huge data sets.
Utilize analytical and technical expertise to proactively identify data anomalies and develop effective quality assurance processes, for ensuring data accuracy and integrity.
Partner with Engineering teams to establish an infrastructure to scale solutions.
Partner with Data Analytics teams to meet customer business needs.
Requirements:
This is the perfect job for someone who has:

Experience in Python & Spark scripting, along with an understanding of general coding principles and best practices.
Experience with Airflow, SQL - Big advantage.
Experience with Git, Databricks, AWS, Tableau - Advantage.
Team player, autodidact, fast learner, with excellent analytical and research skills.
Excellent verbal and communication skills in English.
.המשרה מיועדת לנשים ולגברים כאחד
 
Show more...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
75026
שירות זה פתוח ללקוחות VIP בלבד
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
5 ימים
Google Israel
Location: Tel Aviv-Yafo
Job Type: Full Time
The Google Cloud team helps companies, schools, and government seamlessly make the switch to Google products and supports them along the way. You listen to the customer and swiftly problem-solve technical issues to show how our products can make businesses more productive, collaborative, and innovative. You work closely with a cross-functional team of web developers and systems administrators, not to mention a variety of both regional and international customers. Your relationships with customers are crucial in helping Google grow its Cloud business and helping companies around the world innovate.

Google Cloud accelerates every organizations ability to digitally transform its business and industry. We deliver enterprise-grade solutions that leverage Googles cutting-edge technology, and tools that help developers build more sustainably. Customers in more than 200 countries and territories turn to Google Cloud as their trusted partner to enable growth and solve their most critical business problems.

Responsibilities
Manage customer problem through effective diagnosis, resolution, or implementation of new investigation tools to increase productivity for customer issues on Google Cloud Platform products, specifically Networking on Google Cloud Platform (GCP).
Act as a consultant and subject matter expert for internal stakeholders in engineering, sales, and customer organizations to resolve technical deployment obstacles and improve Google Cloud.
Work as part of a team of engineers/consultants that globally ensure 24 hour customer support. Work non-standard work hours or shifts.
Understand customer issues and advocate for their needs with cross-functional teams, including product and engineering teams, to find ways to improve the product, and drive high-quality production.
Develop an in-depth understanding of Google's product technology and underlying architectures by troubleshooting and reproducing.
Requirements:
Minimum qualifications:
Bachelors degree in Science, Technology, Engineering, Mathematics, or equivalent practical experience.
2 years of experience coding in a general purpose coding language (e.g., Java, C, C++, Python, Shell, Go or JavaScript, etc.) or in system design.
2 years of experience troubleshooting and advocating for customers' needs, and triaging technical issues (e.g., hardware, software, application, operational, process).

Preferred qualifications:
2 years of experience with two or more of the following: Web Tech, Networking, Data/Big Data, Systems Admin, Kubernetes, Oracle, SAP.
2 years of experience in technical consulting on supporting large enterprise customers with high service-level objective and service-level agreement requirements.
Experience with cloud computing (i.e., certifications, internships, coursework, etc.).
Security clearance for Israel.
.המשרה מיועדת לנשים ולגברים כאחד
 
Show more...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
73873
שירות זה פתוח ללקוחות VIP בלבד
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
5 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
We are the teams who create all of Meta's products used by billions of people around the world. Want to build new features and improve existing products like Messenger, Video, Groups, News Feed, Search and more? Want to solve unique, large scale, highly complex technical problems? Meta is seeking experienced full-stack Software Engineers to join our product teams. You can help build products that help us connect the next billion people, create new features that have billions of interactions per day and be a part of a team thats working to help people connect with each other around the globe. Join us!
Software Engineer, Product Responsibilities
Full stack web/mobile application development with a variety of coding languages
Create consumer products and features using internal programming language Hack
Implement web or mobile interfaces using XHTML, CSS, and JavaScript
Work closely with our PM and design teams to define feature specifications and build the next generation of products leveraging frameworks such as React & React Native
Work closely with operations and infrastructure to build and scale back-end services
Build report interfaces and data feeds
Complete large features (each with many tasks) and responsible of areas in the system independently without guidance
Proactively identify and drive changes as needed for assigned codebase, product area and/or systems
Requirements:
Minimum Qualifications
Programming experience in a relevant programming language
Relevant experience building large-scale applications or similar experience
Experience with scripting languages such as Python, Javascript or Hack
Experience as an owner of a particular component, feature or system
Experience completing projects at large scope
Experience building and shipping high quality work and achieving high reliability
Track record of setting technical direction for a team, driving consensus and successful cross-functional partnerships
Experience improving quality through thoughtful code reviews, appropriate testing, proper rollout, monitoring, and proactive changes
Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
Preferred Qualifications
Exposure to architectural patterns of large scale software applications
Experience in programming languages such as C, C++, Java, Swift, or Kotlin
.המשרה מיועדת לנשים ולגברים כאחד
 
Show more...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
75316
שירות זה פתוח ללקוחות VIP בלבד
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
3 ימים
WIX
Location: Tel Aviv-Yafo
Job Type: Full Time
required Data Infra Engineer
Job Description
Manage Spark as a Service solution for Data Engineers and Data Scientists

Provide an in-house infrastructure for data engineers to write their own Python serverless functions and data ingestion pipelines

Maintain and develop Wix's data execution and orchestration platform using Apache Airflow

Give best practices and guidance to the entire Data Guild at Wix
Requirements:
Software Engineer/Data Engineer with 5+ years of hands-on experience in the data world and Python programming

Youre experienced with cloud computing services and Spark and you have expertise designing, developing and implementing large-scale projects in the cloud

You have a practical data-driven approachyou use real-life data as the basis for informed decision-making that aligns with our approach to designing and implementing effective solutions

Bonus points if youre familiar with Airflow, EMR, Kubernetes, building microservices and APIs or any other big data infrastructure
.המשרה מיועדת לנשים ולגברים כאחד
 
Show more...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
75662
שירות זה פתוח ללקוחות VIP בלבד