Data Science Associate
Job Description Within Corporate Tech Finance, this role is for a Data Scientist who is passionate about solving problems with Artificial Intelligence and Machine Learning. The scientist will be part of a community of globally distributed Data Scientists and Software Engineers working to build and deploy robust and scalable AI/ML solutions. The candidate will have the opportunity to participate in a culture of continuous improvement where experimentation with solutions, learning, and development is encouraged and the engineer is expected to have a persistent focus on delivering valuable business solutions.
Responsibilities:
- Build and train production grade ML models on large-scale datasets to solve business use cases
- Use large scale data processing frameworks to manipulate and extract value from both structured and un-structured data.
- Use Deep Learning models like NLP for solving various business use cases involving forecasting and anomaly detection.
- Perform data modeling experiments, evaluating against strong baselines, and extracting key statistical insights and/or cause and effect relations.
- Create data models using best practices to ensure high data quality and reduced redundancy
- Stay current on industry trends and identify opportunities to adopt the latest methodologies into existing implementations
- Market and present proposed solutions to Sr. Business and Technology colleagues
Qualifications:
- Bachelor's Degree or equivalent experience in Computer Science, Data Science, or equivalent field
- 1-3 years of experience as a data scientist
- Experience with machine learning techniques and advanced analytics (e.g. regression, classification, clustering, time series, econometrics, causal inference, mathematical optimization)
- Experience with ML languages such as Python, SQL, Scala
- Experience with Big Data Platforms such as Hadoop
- Experience with statistical techniques - i.e. data mining, data transformations, text mining, data visualization
- Outstanding written/verbal communication and presentation skills
- Comfort with ambiguity and proven ability to structure problems
- Team oriented collaborator
Desired Experience:
- Familiar with Financial Services
- Building ML models in a cloud environment
About Us JPMorgan Chase & Co., 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 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.
The health and safety of our colleagues, candidates, clients and communities has been a top priority in light of the COVID-19 pandemic. JPMorgan Chase was awarded the "WELL Health-Safety Rating" for all of our 6,200 locations globally based on our operational policies, maintenance protocols, stakeholder engagement and emergency plans to address a post-COVID-19 environment.
As a part of our commitment to health and safety, we have implemented various COVID-related health and safety requirements for our workforce. These requirements may include sharing information in the firm's vaccine record tool, vaccination or regular testing, mask wearing, social distancing and daily health checks. Requirements may change in the future with the evolving public health landscape. JPMorgan Chase will consider accommodation requests.
Equal Opportunity Employer/Disability/Veterans
About the Team Our Corporate Technology team relies on smart, driven people like you to develop applications and provide tech support for all our corporate functions across our network. Your efforts will touch lives all over the financial spectrum and across all our divisions: Global Finance, Corporate Treasury, Risk Management, Human Resources, Compliance, Legal, and within the Corporate Administrative Office. You'll be part of a team specifically built to meet and exceed our evolving technology needs, as well as our technology controls agenda.