At Bank of America, the business problem is to analyze and interpret large datasets to uncover potential revenue generation opportunities and develop effective risk management strategies, while driving Responsible Growth and delivering for clients, teammates, communities, and shareholders.
Requirements
- 2+ years of experience with machine learning and related techniques
- Strong Python development skills
- Knowledge of recent developments in AI space including but not limited to transformers, LLMs, Generative AI
- Good understanding of a version control system like git to be able to efficiently collaborate with colleagues
- Adept at leveraging ML/AI techniques to solve critical business problems with good understanding of Supervised, Unsupervised and Reinforcement Learning
- Experience working on Java based applications
- Experience building restful web services
Responsibilities
- Performs business analytics, which includes data analysis, trend identification, and pattern recognition, using advanced techniques (e.g., machine learning, text mining, statistical analysis, etc.) to support decision-making and drive data-driven insights
- Applies agile practices for project management, solution development, deployment, and maintenance
- Creates and maintains technical documentation, capturing the business requirements and specifications related to the developed analytical solution and its implementation in production
- Manages multiple priorities and maintains quality and timeliness of work deliverables such as quantitative models, data science products, data analysis reports, or data visualizations, while exhibiting the ability to work independently and in a team environment
- Delivers engaging presentations and engages in both in-person and virtual conversations that effectively communicate technical concepts and analysis results to a diverse set of internal stakeholders, and develops professional relationships to foster collaboration on work deliverables
- Mitigates risk by identifying potential issues and developing controls
- Researches the latest advances in the fields of data science and artificial intelligence to support business analytics
Other
- Bachelor’s degree in Computer Science, Data Science, Mathematics, or related field or equivalent experience
- Good interpersonal communication skills for tech and business conversations
- Good analytical skills to break down requirements, solve complex problems
- Demonstrating flexibility, resilience, accountability, a disciplined approach, and a commitment to fostering responsible growth for the enterprise
- Ability to work in an in-office culture with specific requirements for office-based attendance
