Regularly engage with business teams to understand their needs and imperatives and operationalize a framework for deploying Machine Learning models and build Advanced Analytics insight use cases.
Prototype and simulate use cases for Machine learning basis the GSN operating environment and ability to operationalize into workable algorithms & solutions.
Purpose of the Role :
The role is expected to provide strategic guidance using Machine Learning / Advanced Analytics across multiple operating areas within GSN including unstructured text mining and structured data mining to help business imperatives
Conceptualize, test and prototype beta versions of algorithms / advanced analytics independently working along with business counterparts in larger GSN organization
Rigorous testing of algorithms as per business norms and delivering significant working leverage over status quo and generate value for the business be on top of trends
Business Outcomes :
Bring innovation in Machine Learning techniques to optimally deploy the ML architecture
Drive structural improvement projects via Machine Learning and achieve the efficiency goals
Leadership Outcomes :
Put enterprise thinking first and always balance stakeholder agendas
Develop potential ML talent pool in GSG Advanced Analytics team by actively grooming internal resources and at the same time look at external talent
Continuously engage with the external Data Science world to track the new happenings
Past Experience :
At least 1-2 years of overall experience in the field of Machine Learning / Advanced Analytics using NLP techniques
Complete grip on Python environment and libraries (scikit, nltk, pandas and numpy).
Academic Background :
Graduate in Computer Science / Statistics / Econometrics (preferably post graduate)
Good experience and working profile in Machine Learning / Advanced Analytics
Functional Skills / Capabilities :
Deep curiosity and questioning skills
Ability to create innovative data solutions
Partner effectively with business stakeholders
Technical Skills / Capabilities :
Proficient across technology stacks including Hive, Python, PySpark etc
Knowledge of one of Deep learning (keras / TF) / ML (scikit / xgboost) / Statistics (statsmodels) is mandatory
Behavioral Skills / Capabilities :
Enterprise Leadership Behaviors
American Express is an equal opportunity employer and makes employment decisions without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, disability status, age, or any other status protected by law.
Offer of employment with American Express is conditioned upon the successful completion of a background verification check, subject to applicable laws and regulations.