What are the responsibilities and job description for the Quant Modeling [Multiple Positions Available] position at JPMorganChase?
Job Description
Duties: Develop frameworks to extract data from multiple sources and apply business rules to generate datasets for end-user consumption. Design and manage scalable data pipelines to process complex datasets using parallelism, multi-threading, and batch processing. Enhance pipeline performance and ensure data and logic consistency across platforms. Perform statistical analysis to interpret data, identify trends, and draw conclusions. Conduct data exploration and create visualizations to support analysis of large datasets. Define data models, metadata, and data dictionaries to support analytical exploration. Execute requirements gathering, design, development, testing, implementation, and support. Perform user acceptance testing and deliver demos to stakeholders. Identify data issues and patterns to improve system architecture and code quality. Lead development activities, communicate timelines and blockers, and coordinate with stakeholders. Mentor junior team members.
Qualifications
Minimum education and experience required: Master's degree in Business Analytics, Data Science, Information Technology, Computer Science, or related field of study plus 3 years (36 months) of experience in the job offered or as Quant Modeling, Data Scientist, Data Engineer, System Engineer, or related occupation. The employer will alternatively accept a Bachelor's degree in Business Analytics, Data Science, Information Technology, Computer Science, or related field of study plus 5 years (60 months) of experience in the job offered or as Quant Modeling, Data Scientist, Data Engineer, System Engineer, or related occupation.
Skills Required: This position requires (3) years of experience with the following: Developing ETL pipelines for data migration and processing using Python; Optimizing data workflows using Python libraries including Pandas and NumPy; Creating stored procedures and utilizing Windows functions using SQL. This position requires (1) year of experience with the following: Creating dashboards and reports using data visualization and business intelligence tools including Tableau; Interpreting data, identifying trends, and drawing conclusions using machine learning frameworks including scikit-learn and TensorFlow. This position requires any amount of experience with the following: Extracting and loading data from AWS, flat files, and Oracle databases using Python and Excel; Building and optimizing data pipelines for datasets using ETL processes and data migration strategies; Modularizing code using object- oriented programming; Performing parallel processing using multi-threading; Enhancing performance using caching techniques; Managing and analyzing data using database systems and frameworks including Oracle PL/SQL and MS SQL Server; Processing and analyzing data using cloud platforms and big data technologies including AWS, Databricks, and PySpark; Leading development activities using Agile methodologies; Tracking deliverables and resolving technical blockers using JIRA.
Job Location: 8181 Communications Pkwy, Plano, TX 75024.
Full-Time.
About Us
JPMorganChase, one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world’s most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.
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.
JPMorgan Chase & Co. is an Equal Opportunity Employer, including Disability/Veterans
About The Team
Our professionals in our Corporate Functions cover a diverse range of areas from finance and risk to human resources and marketing. Our corporate teams are an essential part of our company, ensuring that we’re setting our businesses, clients, customers and employees up for success.
Duties: Develop frameworks to extract data from multiple sources and apply business rules to generate datasets for end-user consumption. Design and manage scalable data pipelines to process complex datasets using parallelism, multi-threading, and batch processing. Enhance pipeline performance and ensure data and logic consistency across platforms. Perform statistical analysis to interpret data, identify trends, and draw conclusions. Conduct data exploration and create visualizations to support analysis of large datasets. Define data models, metadata, and data dictionaries to support analytical exploration. Execute requirements gathering, design, development, testing, implementation, and support. Perform user acceptance testing and deliver demos to stakeholders. Identify data issues and patterns to improve system architecture and code quality. Lead development activities, communicate timelines and blockers, and coordinate with stakeholders. Mentor junior team members.
Qualifications
Minimum education and experience required: Master's degree in Business Analytics, Data Science, Information Technology, Computer Science, or related field of study plus 3 years (36 months) of experience in the job offered or as Quant Modeling, Data Scientist, Data Engineer, System Engineer, or related occupation. The employer will alternatively accept a Bachelor's degree in Business Analytics, Data Science, Information Technology, Computer Science, or related field of study plus 5 years (60 months) of experience in the job offered or as Quant Modeling, Data Scientist, Data Engineer, System Engineer, or related occupation.
Skills Required: This position requires (3) years of experience with the following: Developing ETL pipelines for data migration and processing using Python; Optimizing data workflows using Python libraries including Pandas and NumPy; Creating stored procedures and utilizing Windows functions using SQL. This position requires (1) year of experience with the following: Creating dashboards and reports using data visualization and business intelligence tools including Tableau; Interpreting data, identifying trends, and drawing conclusions using machine learning frameworks including scikit-learn and TensorFlow. This position requires any amount of experience with the following: Extracting and loading data from AWS, flat files, and Oracle databases using Python and Excel; Building and optimizing data pipelines for datasets using ETL processes and data migration strategies; Modularizing code using object- oriented programming; Performing parallel processing using multi-threading; Enhancing performance using caching techniques; Managing and analyzing data using database systems and frameworks including Oracle PL/SQL and MS SQL Server; Processing and analyzing data using cloud platforms and big data technologies including AWS, Databricks, and PySpark; Leading development activities using Agile methodologies; Tracking deliverables and resolving technical blockers using JIRA.
Job Location: 8181 Communications Pkwy, Plano, TX 75024.
Full-Time.
About Us
JPMorganChase, one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world’s most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.
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.
JPMorgan Chase & Co. is an Equal Opportunity Employer, including Disability/Veterans
About The Team
Our professionals in our Corporate Functions cover a diverse range of areas from finance and risk to human resources and marketing. Our corporate teams are an essential part of our company, ensuring that we’re setting our businesses, clients, customers and employees up for success.