דרושים » דאטה » Data Scientist Team Lead - Fair Lending

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חברת השמה / כח אדם

2 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
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חברת השמה / כח אדם

4 ימים
תוצאות יעוץ והשמה
Job Type: Full Time
A biotech company, at the forefront of science and technology, backed by a prominent Venture Capital group, developing novel synthetic vectors for gene and cell therapy applications, is looking for a Bioinformatician to join an expanding bioinformatics team.
Responsibilities:
This role will be crucial in developing and maintaining bioinformatics pipelines and conducting secondary and meta-analyses of experimental data which will drive data -driven insights across our organization.
Develop, implement, and maintain bioinformatics pipelines for data processing and analysis.
Conduct secondary and meta-analyses of experimental data to extract valuable insights.
Perform complex data analysis using statistical and Machine Learning techniques.
Collaborate with wet lab scientists to design experiments and analyze results.
Requirements:
MSc/Ph.D. in Bioinformatics, Computational Biology, or related field.
At least 3 years of industry experience in bioinformatics and data analysis roles must
Proficiency in programming languages such as Python, R, or PERL.
Strong background in statistical analysis.
Experience in developing, running, and maintaining bioinformatics pipelines.
Familiarity with next-generation sequencing (NGS) data analysis.
Experience with cloud computing platforms, particularly AWS an advantage
Knowledge of container technologies (e.g., Docker) and workflow management systems an advantage
Familiarity with version control systems (e.g., Git) an advantage
Excellent communication skills and ability to explain complex concepts to diverse audiences.
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1 ימים
כתר מוצרים לבית ולגינה
Job Type: More than one
Job Requirements:
Collect and analyze large datasets from various sources to understand trends and insights.
Use statistical and Machine Learning methods to provide helpful recommendations for improving business processes.
Develop and implement predictive models using Python, SQL, and cloud services.
Present findings to both technical and non-technical teams in a clear and understandable way, including using visuals and storytelling.
Stay up to date with the latest trends and innovations in data science.
Requirements:
what are we looking for:
2-4 years of experience as a data Scientist.
Relevant degree in Computer Science, Statistics, Mathematics, or a related field.
Practical experience with Python and SQL, and the ability to use tools and methods for data analysis and Machine Learning.
Experience working with cloud platforms, preferably Azure.
Strong understanding of statistics and Machine Learning.
Ability to clearly and simply explain complex concepts to non-technical audiences.
Previous experience in a large organization is a plus.
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6 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Central Applied Science (CAS) is a research and development team, working to improve Metas products, infrastructure, and processes. We generate real-world impact through a combination of scientific rigor and methodological innovation. Our focus is on longer-term, foundational work that addresses new opportunities and challenges across the Meta family of apps. The work we do enhances the Meta family of apps that enable billions of people to communicate with each other daily.

Central Applied Science is interdisciplinary, with expertise in computer science, statistics, machine learning, and economics among many other fields. This diversity of perspectives enriches our research and expands the scope and scale of projects we can address. We deliver value through collaborative projects with other groups at Meta and with the academic community. In addition, we build and open-source technical products aligned with our areas of expertise.

We are looking for research interns to join the Product Algorithms team in Central Applied Science. The team is an interdisciplinary team of quantitative scientists that aims to deliver research and innovation that fundamentally increase the magnitude of Metas successes. The ideal candidate will have extensive graduate training in computer science, machine learning, or related disciplines, and the passion to solve real world hard scientific problems. By applying your expertise and passion you will be empowered to drive impact across a range of products, infrastructure and operational use cases at Meta.

Our internships are twelve (12) to twenty-four (24) weeks long and we have various start dates throughout the year.
Research Scientist Intern, 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.
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.
Requirements:
Minimum Qualifications
Currently has, or is in the process of obtaining, a PhD degree in Computer Science, Machine Learning, Artificial Intelligence or a related field.
Experience analyzing datasets using languages like Python or R.
Experience developing algorithms in languages like Python, C, C++ or Java.
Experience with empirical research and for answering questions with data.
Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment.
Preferred Qualifications
Expertise in one or more of the following fields: artificial intelligence, machine learning, natural language processing, information retrieval/management and data mining.
Experience working with large-scale data systems, such as Presto, Spark, etc.
Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at leading workshops or conferences such as KDD, ICML, NeurIPS, ICLR, AAAI, WWW, ACL, etc.
Intent to return to degree-program after the completion of the internship/co-op.
Experience working and communicating cross functionally in a team environment.
Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub).
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1 ימים
Check Point
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Check Point Technologies is seeking a highly skilled ML engineer with a passion for learning about security and Web3 technologies. The ideal candidate will lead the development of our machine learning models to enable real-time detection of anomalies and malicious transactions, while leveraging cutting-edge prevention technology to combat on-chain cyber-attacks.

Key Responsibilities
Data Analysis & Modeling: Analyze large datasets from blockchain networks, smart contracts, and transactions to identify vulnerabilities, patterns, anomalies, and potential threats.
Algorithm Development: Develop and implement machine learning algorithms to detect and mitigate security threats in real-time across decentralized systems.
Threat Intelligence: Collaborate with security teams to integrate data-driven insights into proactive threat detection and prevention strategies.
Research & Innovation: Stay updated with the latest advancements in Web3 and blockchain security, continuously innovating to address emerging threats.
Requirements:
Bachelors or Masters degree in Data Science, Computer Science, Statistics, or a related field.
3+ years of experience as an ML engineer or data scientist with hands-on production experience.
Proficiency in Python, R, or similar programming languages.
Experience with machine learning frameworks such as TensorFlow, PyTorch, SageMaker, or Scikit-learn.
Excellent communication skills, with the ability to translate complex data insights into actionable security measures.
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1 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!

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 a data scientist, you will work on the very core of the Search Solution. As part of a heterogeneous team of data scientists and engineers, you will build end-to-end data processes and algorithms turning rich raw signals into deliverable metrics on the online marketing world. This role provides an opportunity to tackle a wide array of data sources using a rich toolbox of algorithms and big-data tools and technologies.

So, what will you be doing all day?

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

Develop statistical and machine learning algorithms on large scale data to estimate metrics, develop features and deliver insights.
Own end-to-end data processes and pipelines (Research and POC to production)
Collaborating with data engineers to reach desired production results
Work together with product, design and R&D teams to plan and deliver best-in-class digital insights
Design and own ongoing validation and monitoring of ongoing processes
Requirements:
This is the perfect job for someone who:

Is Passionate about data and problem-solving
Holds a M.Sc. in Computer Science/Mathematics/Physics or any other relevant field
Has 3+ years of practical experience as a data scientist developing statistical and machine learning models
Is proficient in Python and SQL
Has excellent interpersonal communication skills and ability to work independently and in a team
Experienced with implementing algorithms in production environment (Pyspark) - Advantage
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6 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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לפני 23 שעות
Check Point
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
We are looking for a motivated and highly skilled Data Integrity Analyst to join our team. The ideal candidate with be responsible for ensuring the accuracy and consistency of data across the organization. This role involves monitoring data for errors, implementing data governance practices to maintain high standards of data integrity. The Data Integrity Analyst will work closely with various departments to support data-driven decision-making and improve overall business performance.

Key Responsibilities
Data Quality Assurance: Ensure data integrity and accuracy by performing regular data quality checks and validation.
Data Governance: Implement data governance policies and ensure compliance with standards.
Infrastructure and Business Processes: Create and implement the right infrastructure and business processes to ensure the accuracy and correctness of data.
Collaboration: Work with cross-functional teams to understand data needs and provide solutions that support business objectives.
Data Management: Ensure the effective collection, storage, and retrieval of data across various platforms.
Data Strategy: Assist in developing and implementing data strategies to enhance data utilization and improve data integrity.
Requirements:
Bachelor's degree in Information System, Industrial engineering, Data Science, or a related field.
2-6 years of experience in data analysis, data management, or a related field.
Prior experience in working with SAP, Sales Force.
Experience with data visualization tools like Tableau, Power BI, or similar.
Strong understanding of database management systems (DBMS) and data warehousing.
Knowledge of data protection regulations (like GDPR) and compliance requirements.
Strong analytical and problem-solving skills with the ability to interpret complex data sets.
Excellent written and verbal communication skills, with the ability to present data insights clearly to non-technical stakeholders.
High attention to detail and accuracy in data analysis and reporting.
Ability to manage multiple projects a deadlines effectively.
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6 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
As a Data Scientist at Meta, you will shape the future of people-facing and business-facing products we build across our entire family of applications (Facebook, Instagram, Messenger, WhatsApp, Oculus). By applying your technical skills, analytical mindset, and product intuition to one of the richest data sets in the world, you will help define the experiences we build for billions of people and hundreds of millions of businesses around the world. You will collaborate on a wide array of product and business problems with a diverse set of cross-functional partners across Product, Engineering, Research, Data Engineering, Marketing, Sales, Finance and others. You will use data and analysis to identify and solve product developments biggest challenges. You will influence product strategy and investment decisions with data, be focused on impact, and collaborate with other teams. By joining Meta, you will become part of a world-class analytics community dedicated to skill development and career growth in analytics and beyond.

Product leadership: You will use data to shape product development, quantify new opportunities, identify upcoming challenges, and ensure the products we build bring value to people, businesses, and Meta. You will help your partner teams prioritize what to build, set goals, and understand their products ecosystem.

Analytics: You will guide teams using data and insights. You will focus on developing hypotheses and employ a diverse toolkit of rigorous analytical approaches, different methodologies, frameworks, and technical approaches to test them.

Communication and influence: You wont simply present data, but tell data-driven stories. You will convince and influence your partners using clear insights and recommendations. You will build credibility through structure and clarity, and be a trusted strategic partner.
Data Scientist, Product Analytics Responsibilities
Work with large and complex data sets to solve a wide array of challenging problems using different analytical and statistical approaches.
Apply technical expertise with quantitative analysis, experimentation, data mining, and the presentation of data to develop strategies for our products that serve billions of people and hundreds of millions of businesses.
Identify and measure success of product efforts through goal setting, forecasting, and monitoring of key product metrics to understand trends.
Define, understand, and test opportunities and levers to improve the product, and drive roadmaps through your insights and recommendations.
Partner with Product, Engineering, and cross-functional teams to inform, influence, support, and execute product strategy and investment decisions.
Requirements:
Minimum Qualifications
Bachelor's degree in Mathematics, Statistics, a relevant technical field, or equivalent practical experience.
A minimum of 2 years of work experience in analytics (minimum of 1 years with a Ph.D.).
Experience with data querying languages (e.g. SQL), scripting languages (e.g. Python), and/or statistical/mathematical software (e.g. R).
Preferred Qualifications
Masters or Ph.D. Degree in a quantitative field.
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1 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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