Senior Data Scientist – Natural Language Processing

Key Skills

Python Programming, SQL, Big Data Technology, Machine learning techniques, Deep Learning, Keras software library, Natural Language Processing (NLP), Reinforcement Learning, TensorFlow, AI technology, Algorithms, MxNet, Data Modelling, Pipeline automation, Computer Vision (CV), Knowledge graph, Data Engineering, Information Retrieval, H2O, Design of Experiment, Causal inference, Snorkel, Machine Comprehension, Question Answering technologies, Data extraction, SQuAD, Optical character recognition - OCR

Job Description

Fidelity Workplace Investing is seeking a Senior Data Scientist with experience in natural language processing, OCR, computer vision, information retrieval, question answering, machine learning, various deep learning related technologies, predictive and prescriptive analytics.

The Purpose of Your Role

This individual will lead high profile data science and artificial intelligence projects working closely with Technology, Product Management, and others across multiple business units and teams to define and develop AI-based solutions. Candidate must be comfortable in a fast-paced, unpredictable and sometimes ambiguous environment working with current and emerging AI technologies. The assignments will include gathering data from multiple sources, data processing, exploratory data analysis, measurement, unstructured data analysis, predictive analytics, prescriptive analytics, interpretation of findings, presentation, and system implementation.

The successful candidate will be capable of supporting projects across many areas with the highest degree of quality. They will have a proven record of assuring quality of data gathering and analysis, be a team player who thrives in a high performing work environment and acts with confidence to communicate to all levels of Workplace Investing and the Fidelity Enterprise

The Skills You Bring

• PhD in Computer Science or other related STEM disciplines with research papers on natural language processing, OCR, computer vision, and information retrieval, OR Master’s Degree in Computer Science, Statistics, Data Science or similar technical disciplines with 5 years relevant professional experience
• Deep understanding of Machine Learning & Deep Learning algorithms
• Knowledge of most of following quantitative fields: Natural Language Processing, OCR, Computer Vision, Information Retrieval, Machine Comprehension, Question Answering, Reinforcement Learning, Knowledge Graph, Causal Inference, and Design of Experiment
• A strong Python and SQL programmer with demonstrated proficiency in data extraction, data engineering, data analysis, machine learning, data modeling and pipeline automation. An ability to write object-oriented solutions and to package together and streamline existing models is preferred
• Experience in Big Data, information retrieval, NLP, and questing answering technologies such as BERT/BART, GPT, SQuAD, Snorkel, TFIDF, OCR, computer vision, etc.
• Knowledge of Deep Learning and related tools such as TensorFlow, Keras, MXNET, or H2O is preferred

The Value You Deliver

• Guide data science and data engineering elements of AI projects
• Guide and perform 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

How Your Work Impacts the Organization

As a data scientist in Fidelity Workplace Investments, you will contribute to advancing the analytics and data science capability for a variety of employee benefit products, and will take the organization to the next level.

Company Overview

At Fidelity, we are focused on making our financial expertise broadly accessible and effective in helping people live the lives they want. We are a privately held company that places a high degree of value in creating and nurturing a work environment that attracts the best talent and reflects our commitment to our associates. For information about working at Fidelity, visit FidelityCareers.com

Fidelity Investments is an equal opportunity employer