What are the responsibilities and job description for the Data Scientist [Multiple Positions Available] position at JPMorganChase?
Description
JOB DESCRIPTION
Duties: Develop and interpret queries, including subqueries, CTEs, and hierarchical data queries, while identifying clauses that affect business logic and reporting accuracy. Build and analyze workflows to ensure accurate data flow and outputs, resolving discrepancies as needed. Validate and inspect dashboards ensuring alignment with business metrics and reporting requirements. Collaborate with stakeholders to gather reporting requirements, conduct data analysis, and support the analytics lifecycle from design to deployment. Implement machine learning, artificial intelligence models via pre trained endpoints or services to automate data extraction and processing, enhancing operational efficiencies and implementing automation and modernization of legacy solutions such as migration to cloud. Manage metadata, data cataloging, and lineage for governance and compliance. Troubleshoot performance bottlenecks in data environments to ensure pipelines meet SLAs and maintain data quality. Build and manage CI/CD pipelines to automate infrastructure deployment and code releases. Transform data from various structured and unstructured datasets.
Qualifications
Minimum education and experience required: Master's degree in Data Science, Computer Science, Information Systems, or related field of study plus 1 year of experience in the job offered or as Data Scientist, Machine Learning Engineer, Data Analytics, or related occupation. The employer will alternatively accept a Bachelor's degree in Data Science, Computer Science, Information Systems, or related field of study plus 3 years of experience in the job offered or as Data Scientist, Machine Learning Engineer, Data Analytics, or related occupation.
Skills Required: This position requires one (1) year of experience with the following: Designing and implementing large-scale ETL solutions in Alteryx including data wrangling, transformation, end-to-end workflow orchestration, and automation; Streamlining repetitive tasks with Alteryx macros including Batch and Interactive; Developing and Analyzing SQL scripts in Oracle to extract, transform, and analyze data from relational databases using joins, common table expressions, and subqueries; Performing data blending, cleansing, and transformation using python and SAS programming languages to build Automated datasets; Developing automated visualizations and dashboards using Tableau to generate actionable insights; Assisting in the design, review, and implementation of analytical solutions across the data lifecycle; Developing finance domain datasets and delivering production ready analytical outputs ensuring to meet regulatory and compliance controls; Translating business requirements into governed reporting solutions adhering to regulatory controls; Supporting internal audits and technical reviews for finance, risk, and claims data. This position requires any amount of experience with the following: Supporting the development of data pipelines that serve pre trained ML models using Statistical Techniques such as PCA and foundational Machine learning models such as Regression, Clustering, or Text processing; Building scalable data workflows and machine learning based automation workflows on AWS or Microsoft Azure services Using Cloud-based computing, big data processing, and storage services; Processing and analyzing datasets using distributed data processing framework Apache Spark that enable advanced analytics and intelligent data solutions; Interpreting model outputs and integrating them into Analytical workflows using ML libraries such as scikit-learn or TensorFlow.
Job Location: 8181 Communications Pkwy, Plano, TX 75024.
Full-Time.
About Us
Chase is a leading financial services firm, helping nearly half of America's households and small businesses achieve their financial goals through a broad range of financial products. Our mission is to create engaged, lifelong relationships and put our customers at the heart of everything we do. We also help small businesses, nonprofits and cities grow, delivering solutions to solve all their financial needs.
We offer a competitive total rewards package including base salary determined based on the role, experience, skill set and location. Those in eligible roles may receive commission-based pay and/or discretionary incentive compensation, paid in the form of cash and/or forfeitable equity, awarded in recognition of individual achievements and contributions. We also offer a range of benefits and programs to meet employee needs, based on eligibility. These benefits include comprehensive health care coverage, on-site health and wellness centers, a retirement savings plan, backup childcare, tuition reimbursement, mental health support, financial coaching and more. Additional details about total compensation and benefits will be provided during the hiring process.
We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.
Equal Opportunity Employer/Disability/Veterans
About The Team
Our Consumer & Community Banking division serves our Chase customers through a range of financial services, including personal banking, credit cards, mortgages, auto financing, investment advice, small business loans and payment processing. We're proud to lead the U.S. in credit card sales and deposit growth and have the most-used digital solutions – all while ranking first in customer satisfaction.
JOB DESCRIPTION
Duties: Develop and interpret queries, including subqueries, CTEs, and hierarchical data queries, while identifying clauses that affect business logic and reporting accuracy. Build and analyze workflows to ensure accurate data flow and outputs, resolving discrepancies as needed. Validate and inspect dashboards ensuring alignment with business metrics and reporting requirements. Collaborate with stakeholders to gather reporting requirements, conduct data analysis, and support the analytics lifecycle from design to deployment. Implement machine learning, artificial intelligence models via pre trained endpoints or services to automate data extraction and processing, enhancing operational efficiencies and implementing automation and modernization of legacy solutions such as migration to cloud. Manage metadata, data cataloging, and lineage for governance and compliance. Troubleshoot performance bottlenecks in data environments to ensure pipelines meet SLAs and maintain data quality. Build and manage CI/CD pipelines to automate infrastructure deployment and code releases. Transform data from various structured and unstructured datasets.
Qualifications
Minimum education and experience required: Master's degree in Data Science, Computer Science, Information Systems, or related field of study plus 1 year of experience in the job offered or as Data Scientist, Machine Learning Engineer, Data Analytics, or related occupation. The employer will alternatively accept a Bachelor's degree in Data Science, Computer Science, Information Systems, or related field of study plus 3 years of experience in the job offered or as Data Scientist, Machine Learning Engineer, Data Analytics, or related occupation.
Skills Required: This position requires one (1) year of experience with the following: Designing and implementing large-scale ETL solutions in Alteryx including data wrangling, transformation, end-to-end workflow orchestration, and automation; Streamlining repetitive tasks with Alteryx macros including Batch and Interactive; Developing and Analyzing SQL scripts in Oracle to extract, transform, and analyze data from relational databases using joins, common table expressions, and subqueries; Performing data blending, cleansing, and transformation using python and SAS programming languages to build Automated datasets; Developing automated visualizations and dashboards using Tableau to generate actionable insights; Assisting in the design, review, and implementation of analytical solutions across the data lifecycle; Developing finance domain datasets and delivering production ready analytical outputs ensuring to meet regulatory and compliance controls; Translating business requirements into governed reporting solutions adhering to regulatory controls; Supporting internal audits and technical reviews for finance, risk, and claims data. This position requires any amount of experience with the following: Supporting the development of data pipelines that serve pre trained ML models using Statistical Techniques such as PCA and foundational Machine learning models such as Regression, Clustering, or Text processing; Building scalable data workflows and machine learning based automation workflows on AWS or Microsoft Azure services Using Cloud-based computing, big data processing, and storage services; Processing and analyzing datasets using distributed data processing framework Apache Spark that enable advanced analytics and intelligent data solutions; Interpreting model outputs and integrating them into Analytical workflows using ML libraries such as scikit-learn or TensorFlow.
Job Location: 8181 Communications Pkwy, Plano, TX 75024.
Full-Time.
About Us
Chase is a leading financial services firm, helping nearly half of America's households and small businesses achieve their financial goals through a broad range of financial products. Our mission is to create engaged, lifelong relationships and put our customers at the heart of everything we do. We also help small businesses, nonprofits and cities grow, delivering solutions to solve all their financial needs.
We offer a competitive total rewards package including base salary determined based on the role, experience, skill set and location. Those in eligible roles may receive commission-based pay and/or discretionary incentive compensation, paid in the form of cash and/or forfeitable equity, awarded in recognition of individual achievements and contributions. We also offer a range of benefits and programs to meet employee needs, based on eligibility. These benefits include comprehensive health care coverage, on-site health and wellness centers, a retirement savings plan, backup childcare, tuition reimbursement, mental health support, financial coaching and more. Additional details about total compensation and benefits will be provided during the hiring process.
We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.
Equal Opportunity Employer/Disability/Veterans
About The Team
Our Consumer & Community Banking division serves our Chase customers through a range of financial services, including personal banking, credit cards, mortgages, auto financing, investment advice, small business loans and payment processing. We're proud to lead the U.S. in credit card sales and deposit growth and have the most-used digital solutions – all while ranking first in customer satisfaction.