Principal Data Scientist (NLP) at Fidelity Investments

Westlake, Texas, United States

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Finance, InvestmentsIndustries

Requirements

PhD in Computer Science, Information Science, or other related STEM disciplines with extensive research on natural language processing, deep learning, knowledge graph, reasoning, OR Master’s Degree in the same areas with 10 years relevant professional experience
Deep understanding and knowledge of natural language processing, Large Language Model, deep learning, machine learning, knowledge graph, reasoning
Strong Python and SQL programmer with demonstrated proficiency in data extraction, data engineering, data analysis, machine learning, data modeling, and pipeline automation; ability to write object-oriented solutions and package/streamline existing models preferred
Solid verbal communication, presentation, and business/industry/scientific technical writing skills; ability to explain complex data science, statistics, and computer science concepts clearly to nontechnical audiences; comfortable interacting with various levels of management
Proficiency in information design with ability to present and visualize data for efficient understanding
Experience and knowledge in information retrieval, question answering, deep learning, and Large Language Model technologies
Comfortable in a fast-paced, unpredictable, and sometimes ambiguous environment working with current and emerging AI technologies

Responsibilities

Manage and guide AI model developments with Large Language Model, natural language processing, knowledge graph development, data science, and data engineering elements of AI projects
Set strategic direction for model development, knowledge graph development, data identification, collection, and qualification activities
Lead data analysis for multiple projects with diverse scope and complex business and technical challenges across several business units and functions
Develop best practices for data science, considering the full analytical lifecycle
Develop guidelines for the evaluation of new analytical tools and platforms
Implement new technologies in a production environment with product, IT, and data engineering teams
Present reports and findings to senior level technical and non-technical audiences
Lead high-profile data science and AI projects, working with Technology, Product Management, and others to develop AI-based solutions using NLP, LLM, ML, and Knowledge Graph
Gather data from multiple sources, process and analyze data, develop knowledge graphs, analyze unstructured data, perform predictive and prescriptive analytics, interpret findings, present results, and implement systems

Skills

NLP

Large Language Model

LLM

Machine Learning

Knowledge Graph

Deep Learning

Reasoning

Data Processing

Unstructured Data Analysis

Predictive Analytics

Prescriptive Analytics

Fidelity Investments

Investment management and financial services provider

About Fidelity Investments

Fidelity Investments offers a range of financial services and tools designed to help individuals manage their investments and stay informed about the markets. Their products include mobile applications and market monitoring tools that provide users with real-time market quotes, news, and trading capabilities. For example, the Fidelity Market Monitor for Glass delivers daily market quotes directly to Google Glass, while the Fidelity app for Windows Phone 8 allows users to access news and trading tools on their mobile devices. Additionally, features like the Watch List Visualization for iPad help users track stock price changes over time using a heatmap. What sets Fidelity apart from its competitors is its focus on integrating new technologies and user-friendly interfaces to enhance the investment experience. The goal of Fidelity Investments is to empower individuals with the information and tools they need to make informed financial decisions.

Boston, MassachusettsHeadquarters

1946Year Founded

$120,238.8MTotal Funding

DEBT_FINANCINGCompany Stage

Fintech, Financial ServicesIndustries

10,001+Employees

Benefits

Health Insurance

Mental Health Support

Hybrid Work Options

401(k) Retirement Plan

401(k) Company Match

Unlimited Paid Time Off

Parental Leave

Student Loan Assistance

Tuition Reimbursement

Risks

Loss of key personnel like Gita Bal may impact Fidelity's research capabilities.

Increased competition from Vanguard's new division could draw clients away from Fidelity.

Potential reputational risk from Bitcoin ETF outflows could affect Fidelity's offerings.

Differentiation

Fidelity Labs offers innovative beta products like Market Monitor for Google Glass.

Fidelity's mobile solutions are available on multiple platforms, including Windows Phone and iPad.

Fidelity's Open Limit Order Visualization provides unique insights into order execution proximity.

Upsides

Increased adoption of wearable tech could boost Fidelity's mobile solutions.

Growing interest in Bitcoin ETFs suggests expansion in Fidelity's digital asset offerings.

Rise of AI could benefit Fidelity's data analytics and AI-driven investment strategies.

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