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Vice President - Machine Learning Platform Development Lead

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Not Disclosed by Recruiter Posted 30+ days ago Job Applicants: 105 Job Views: 736

Job Description

 
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    About Us



    JPMorgan Chase is a leading global financial services firm with assets of over $1.1 trillion and operations in more than 50 countries. The firm is a leader in Investment Banking, Financial Services for consumers and businesses, financial transaction processing, asset and wealth management, and private equity. Under the JPMorgan and Chase brands, the firm serves millions of consumers in the United States and many of the world's most prominent corporate, institutional and government clients. Further information about J.P. Morgan is available at http://www.jpmorgan.com/.



    About Role



    The role is for Machine Learning engineering Platform development within the Commercial Banking for ‘Document Ingestion as Service’ for unstructured financial documents across all functions within the Corporate Administrative Office (CAO) Organization. The team will create a platform to offer services that will provide re-usable components and an end-to-end deployment environment to accelerate time-to-market, reduction of risk due to manual processing and better ROI for business teams.



    The ML platform team will be based at Bangalore and partner with various engineering, data and business teams across US and India locations. He/she will lead a team of engineers to productionize robust and scalable ML models, and enable the services to be deployed and integrated into existing business workflow. He/she will also build common ML capabilities used across Commercial Bank based on those models. These capabilities will be delivered using ‘Design Thinking’ as principle in an Agile and Test Driven manner. This is an exciting opportunity to work on cutting-edge solutions and have a profound influence on the business processes of a leading global bank.



    Responsibilities



    Build common ML capabilities based on machine learning models



    Lead development of:



    Next-generation machine learning platform deployed on private and/or public cloud



    Services using standard API framework management framework



    Front-end web applications and back-end services that integrate with other products.



    High-performance processing and analytics



    Robust analytic data pipelines





    Automate and streamline existing processes, procedures, and toolsets



    Innovate new ways of managing, transforming and validating data



    Ensure code paths are unit tested, defect free and integration tested



    Mentor and coach junior team members to build a high-performing team



    Qualifications/ Technical skills



    BA/BS degree or equivalent experience in Computer Science, Information Technology or related disciplines



    10 -12 years of exceptional hands-on experience of robust software, product, platform design and development



    At least 3-years’ experience with Machine Learning libraries, implementing and deploying ML-based offerings in production – minimum experience of deploying 2 complex use cases on Production



    Hands-on working experience in various AI powered model implementation with NLP Deep Learning algorithms Experiences in unstructured text data analysis across financial industry


    5+ years of Hands-on Java/ Python programming skills and Web Services (spring boot)

    Expertise in platform development, distributed computing and micro services

    Latest 2 years of experience developing and monitoring Cloud-based products, on one of the leading cloud environments (preferably AWS) - advantage.


    2+ years of hands-on development of API using API management framework like Apigee



    Proven Proficiency in building reliable and auditable CICD deployment pipeline



    Development experience in the following technologies – Kafka, Cassandra, MongoDB, Spark



    Competence with Agile Development approach



    Ability to collaborate with high-performing teams and individuals throughout the firm to accomplish common goals



    Financial Services background or experience preferred.









    About Us



    JPMorgan Chase is a leading global financial services firm with assets of over $1.1 trillion and operations in more than 50 countries. The firm is a leader in Investment Banking, Financial Services for consumers and businesses, financial transaction processing, asset and wealth management, and private equity. Under the JPMorgan and Chase brands, the firm serves millions of consumers in the United States and many of the world's most prominent corporate, institutional and government clients. Further information about J.P. Morgan is available at http://www.jpmorgan.com/.



    About Role



    The role is for Machine Learning engineering Platform development within the Commercial Banking for ‘Document Ingestion as Service’ for unstructured financial documents across all functions within the Corporate Administrative Office (CAO) Organization. The team will create a platform to offer services that will provide re-usable components and an end-to-end deployment environment to accelerate time-to-market, reduction of risk due to manual processing and better ROI for business teams.



    The ML platform team will be based at Bangalore and partner with various engineering, data and business teams across US and India locations. He/she will lead a team of engineers to productionize robust and scalable ML models, and enable the services to be deployed and integrated into existing business workflow. He/she will also build common ML capabilities used across Commercial Bank based on those models. These capabilities will be delivered using ‘Design Thinking’ as principle in an Agile and Test Driven manner. This is an exciting opportunity to work on cutting-edge solutions and have a profound influence on the business processes of a leading global bank.



    Responsibilities



    Build common ML capabilities based on machine learning models



    Lead development of:



    Next-generation machine learning platform deployed on private and/or public cloud



    Services using standard API framework management framework



    Front-end web applications and back-end services that integrate with other products.



    High-performance processing and analytics



    Robust analytic data pipelines





    Automate and streamline existing processes, procedures, and toolsets



    Innovate new ways of managing, transforming and validating data



    Ensure code paths are unit tested, defect free and integration tested



    Mentor and coach junior team members to build a high-performing team



    Qualifications/ Technical skills



    BA/BS degree or equivalent experience in Computer Science, Information Technology or related disciplines



    10-12 years of exceptional hands-on experience of robust software, product, platform design and development



    At least 3-years’ experience with Machine Learning libraries, implementing and deploying ML-based offerings in production – minimum experience of deploying 2 complex use cases on Production



    Hands-on working experience in various AI powered model implementation with NLP Deep Learning algorithms Experiences in unstructured text data analysis across financial industry


    5+ years of Hands-on Java/ Python programming skills and Web Services (spring boot)

    Expertise in platform development, distributed computing and micro services

    Latest 2 years of experience developing and monitoring Cloud-based products, on one of the leading cloud environments (preferably AWS) - advantage.


    2+ years of hands-on development of API using API management framework like Apigee



    Proven Proficiency in building reliable and auditable CICD deployment pipeline



    Development experience in the following technologies – Kafka, Cassandra, MongoDB, Spark



    Competence with Agile Development approach



    Ability to collaborate with high-performing teams and individuals throughout the firm to accomplish common goals



    Financial Services background or experience preferred.

Salary: Not Disclosed by Recruiter

Industry: Banking, Financial Services, Broking

Functional Area: Other

Role:Other

Employment Type: Permanent Job, Full Time

Keyskills

Desired Candidate Profile

    Please see job details section for all requirements

Education-

UG: Any Graduate - Any Specialization

PG:Any Postgraduate - Any Specialization

Company Profile:

JP Morgan Chase

JPMorgan Chase & Co. (NYSE: JPM) is a leading global financial services firm with assets of $2.5 trillion and operations worldwide. The firm is a leader in investment banking, financial services for consumers and small business, commercial banking, financial transaction processing, and asset management. A component of the Dow Jones Industrial Average, JPMorgan Chase & Co. serves millions of consumers in the United States and many of the world's most prominent corporate, institutional and government clients under its J.P. Morgan and Chase brands. Information about JPMorgan Chase & Co. is available at www.jpmorganchase.com.
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