Director, Data Science - 2062450
Company: Fidelity Investments
Location: Smithfield, RI
Posted on: September 21, 2022
Job Description:
Position Description: Develops applications, using Python and R. Conducts data
extraction and analysis, using SQL, Hadoop/Spark, and Bayesian
Statistical methods -- STAN, JAGS, and PyMC3. Collaborates to
conceptualize, create, test, and deploy innovative Artificial
Intelligence (AI) models and capabilities across several business
units using Continuous Integration and Deployment (CI/CD). Trains
deep neural networks, using Tensorflow, PyTorch, Keras, and MXNet.
Enhances processes and products using Machine Learning (ML)
techniques and algorithms -- linear/non-linear, tree based, and
feature selection. Employs statistical analysis, ML, Natural
Language Processing (NLP), natural language generation, deep
learning, predictive modeling, experimental design, and outcome
optimization. Primary Responsibilities: Develops scientific or mathematical models. Analyzes data to identify and resolve operational problems. Evaluates data quality. Designs computer modeling and simulation programs. Analyzes data to determine specifications and requirements. Applies mathematical principles or statistical approaches to
solve problems. Sets vision, goals, and direction of team/organization. Plans and leads organization-wide initiatives. Identifies and consults with internal and external technical
resources to produce cross-company strategic initiatives. Provides leadership, technical supervision, and expertise to
multiple teams in broad technical areas on complex
organization-wide projects. Advises senior management on strategy. Researches and recommends new technologies. Works across groups to identify opportunities for
organization-wide technology initiatives. Regularly provides guidance, training, and coaching to other
team members for performance and career development. Identifies and plans for future resource needs. Determines technical approaches at a strategic level for the
business unit. Education and Experience: Bachelors degree (or foreign education equivalent) in Computer
Science, Engineering, Information Technology, Information Systems,
Mathematics, Physics, or a closely related field and six (6) years
of experience in the job offered or six (6) years of experience
performing data warehousing and analytics within a financial
services environment. Or, alternatively, Masters degree (or foreign education
equivalent) in Computer Science, Engineering, Information
Technology, Information Systems, Mathematics, Physics, or a closely
related field and four (4) years of experience in the job offered
or four (4) years of experience performing data warehousing and
analytics within a financial services environment. Skills and Knowledge: Candidate must also possess: Demonstrated Expertise (DE) in data warehousing and data
extraction, transformation, and loading, analyzing, validating, and
presenting big data sets for modeling using Data Modeler; and
writing SQL scripts for loading enterprise warehouses and analytics
data preparation. DE in data warehousing -- dimensional data modeling, FACT and
dimension tables, physical and logical data modeling, and Analytics
Data preparation. DE developing analytical applications, using Python and R;
conducting data extraction and analysis, using SQL, Hadoop/Spark,
and Bayesian Statistical methods -- STAN, JAGS, and PyMC3;
conceptualizing, creating, testing, and deploying innovative
Artificial Intelligence (AI) models and capabilities across
financial business units using Continuous Integration and
Deployment (CI/CD). DE training deep neural networks, using Tensorflow, PyTorch,
Keras, and MXNet; enhancing processes and products using Machine
Learning (ML) techniques and algorithms -- linear/non-linear, tree
based, and feature selection; and employing statistical analysis,
ML, Natural Language Processing (NLP), natural language generation,
deep learning, predictive modeling, experimental design, and
outcome optimization. For full job details and to apply, please visit
https://jobs.fidelity.com/ and search for job number: 2062450
Keywords: Fidelity Investments, Boston , Director, Data Science - 2062450, Finance , Smithfield, RI, Massachusetts