Develop new analytics capabilities for Institutional Retirement Strategies by mining industry-leading internal data
Requirements
- Machine Learning: Understanding of machine learning theory, including the mathematics underlying machine learning algorithms
- Generative AI & Natural Language Processing: Experience with modeling and interpreting text analysis including NLP, LLMs (BERT, etc), and Generative AI
- Statistics and Computing: Exceptional understanding of: Multivariable Calculus, Linear Algebra, Differential Equations, Applied Probability, Applied Statistics, Computer Science (Programming Methodologies), and Cloud
- Data Acquisition and Transformation: Acquiring data from disparate data sources using API's and SQL
- Database Management System: Knowledge of how databases are structured and function in order to use them efficiently
- Data Wrangling: Preparing data for further analysis; Redefining and mapping raw data to generate insights; Processing of large datasets (structured, unstructured)
- AWS DevOps: Experience in the project development life cycle in an AWS environment
Responsibilities
- Responsible for the hands-on development of advanced data science solutions
- Perform hands-on data analysis, model development, model training, model testing
- Write production-level code and partner with machine learning engineers to push development code into production
- Continuously research new methods for problem solution, including new algorithms, modeling techniques, and data analytics techniques
- Partner with machine learning engineers to productionized machine learning models
- Partner with data engineers to build data pipelines
- Partner with software engineers to integrate solutions with business platforms
Other
- Advanced degree (Masters, Ph.D.) in Mathematics, Statistics, Engineering, Econometrics, Physics, Computer Science, Actuarial, Data Science, or comparable quantitative disciplines
- Ability to learn new skills and knowledge on an ongoing basis through self-initiative and seeking challenges
- Excellent problem solving, communication and collaboration skills
- Junior to mid Level experience
- Medical, dental & vision benefits
- 401(k) Retirement Plan – Pre-tax and Roth post-tax contributions available
