Manager, Data Science- 2077252

Company: Fidelity Investments
Location: Boston, Massachusetts
Posted on: May 24, 2023

Job Description:

***Applicants are permitted to work remotely from an at-home work site anywhere in the United States***

Designs, develops, and implements algorithms and models for Artificial Intelligence/Machine Learning (AI/ML) using open source technologies and methodologies. Supports firm-wide data science initiatives using AI/ML mathematical techniques. Advises senior business stakeholders and leadership on advanced algorithms, data, and data analytics pertaining to AI. Cleanses and processes large data sets using Python, R, and related languages. Visualizes and communicates key business insights using d3.js, Plotly, Seaborn, Tableau, and Qlik. Sources and preprocess data from warehouses using Hadoop, Spark, SQL, and scripting tools.

Primary Responsibilities:

Designs, develops, and implements AI/ML mathematical models for production business use cases.

Assesses and evaluates AI models for fairness, bias and exploitability.

Identifies and ingests new data sources and performs feature engineering for integration into AI models.

Structures work, plans new analyses, and translates business questions into analytical projects and AI-powered capabilities.

Manages and delivers complex/critical AI/ML projects and discovers and verifies new opportunities to identify risk, grow business, and scale and optimize operations.

Works across technologies and business functions to develop solutions at all levels of a data science stack, from data engineering and sources to production.

Develops and applies mathematical or statistical theory and methods to collect, organize, collect, and analyze data and develop decision support software, service, and products.

Formulates mathematical and simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.

Performs validation and testing of models to ensure adequacy and reformulate models as necessary.

Defines data requirements and gathers and validates information, applies judgment and statistical tests.

Education and Experience:

Masters degree (or foreign education equivalent) in Computer Science, Engineering, Mathematics, Computational Statistics, Operations Research, or a closely related field and no experience.

Skills and Knowledge:

Candidate must also possess:

Demonstrated Expertise (DE) designing, testing, and implementing Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) models, using advanced modeling approaches (BERT, RoBERTA, and auto-encoders/decoders), and Natural Language Understanding and Generation (NLU/NLG); and building computer vision algorithms, using advanced technologies requiring high performance computer environment (PyTorch and TensorFlow).

DE serving ML and DL models in low-latency production systems, using REST API endpoints; performing source code management and version control, using Git; and integrating DevOps tools for automated deployments to build and promote Continuous Integration and Continuous Deployment (CI/CD) practices.

DE building and maintaining data pipelines to deploy and run AI and ML models to generate personalized Next Best Actions and Next Best Contents recommendations, using Amazon Web Services (AWS) Sagemaker.

DE researching and creating algorithms, software, and web applications to visualize and surface AI and ML models into production.

[Expertise may be gained during graduate degree program]

for full job details and to apply, please visit https://jobs.fidelity.com/ and search for job number: 2077252

Keywords: Fidelity Investments, Boston , Manager, Data Science- 2077252 , Finance , Boston, Massachusetts, Massachusetts