JPMorgan Chase Data Scientist and AI specialist - Small Business Banking Bionics team in Plano, Texas
This Sr. Associate position will be part of the Small Business Banking Bionics team, within our Small Business Decision Sciences team.
Data is our competitive advantage, and the Bionics team is all about giving the superpower of data to our bankers, clients and executives, and change the way decisions are made. If you have a startup mindset, and truly believe in the power of data and AI, this role is for you.
The successful candidate will be an AI advocate with an ability to find AI/ML applications that make a difference, will help us power bankers' decision making.
Develop AI/ML models that make a difference
Train AI/ML algorithms to identify opportunities in better serving our clients
Find opportunities where AI/ML adds the most value to decision-making
Identify the required means to develop and scale AI/ML models
Design and prototype AI/ML engines and showcase capability
Evaluate data models and physical databases for variances and discrepancies
Establish roadmap prioritize and roll out models, ensure timely delivery and escalate when necessary
Design and implement controls (e.g. for model bias and inaccuracy, data quality) allowing models to be tested and audited
Partner with modeling, technology teams to build and productionalize AI/ML tools
Align with and supervise modeling teams in model development efforts
Partner with our data architecture teams and co-design data pipelines
Test developed models to use cases in Bionics programs, and measure impact
Partner with Risk, Controls and Compliance to ensure soundness and compliance with firm-wide model governance
Think critically about headwinds facing the business and explore opportunities for analytics
Participate in the research lifecycle beginning with problem discovery, gathering data, designing solutions and with a focus on building prototype applications and migrating them to robust production
Coach and develop your skills, build expertise within Chase Small Business Banking
Bring and build expertise AI and Machine Learning within the team
Conduct research and development with emerging technologies, determine their applicability to business use cases, document and communicate their recommended use
Act as a SME in AI/ML within Small Business Banking and beyond, create frameworks for common topics
PhD or MSc. in a scientific field (Mathematics, Physics, Computer Science, Engineering, etc.)
Minimum 2 years (5 if MSc.) of advanced analytics experience in Financial Services
Track record of developing ML and statistical models for innovative solutions at scale, including controls, documentation and liaison with Risk, Controls and Compliance
Machine learning algorithms including deep learning (CNN, NLQ, NLP), time series forecasting, statistical analysis
Deep understanding of model limitations and risks associated, e.g. ability to test for model bias
Expertise in Python, PySpark, or Scala
Practical experience with ML platforms such as Scikit-learn, Tensorflow, Keras, PyTorch
Strong understanding of data structure and SQL skills (experience building stored procedures and troubleshooting data quality issues)
Knowledge of version control tools and processes (e.g. Subversion, Git)
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 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. In accordance with applicable law, we make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as any mental health or physical disability needs.
Equal Opportunity Employer/Disability/Veterans
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