Principal Data Scientist --- Natural Language Processing and Document Automation
Company: Fidelity Investments
Location: Boston
Posted on: January 15, 2021
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Job Description:
Job Description:Fidelity Workplace Investing is seeking a
Principal Data Scientist with experience in natural language
processing, information retrieval, question answering, machine
learning, various deep learning related technologies, predictive
and prescriptive analytics. This position will be based full time
in Boston, MA.The Purpose of Your RoleThis 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,
constantly evolving and sometimes ambiguous environment working
with current and emerging AI technologies. The assignments will
include capturing 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 consistent
track record of assuring quality of data gathering and analysis, be
a stand out colleague who thrives in a sophisticated work
environment and acts with confidence to communicate to all levels
of Workplace Investing and the Fidelity EnterpriseThe Skills You
BringPhD in Computer Science with extensive research papers on
natural language processing and information retrieval, OR
Master---s Degree in Computer Science, Statistics, Data Science or
similar technical field with 5-10 years relevant professional
experienceDeep understanding of Machine Learning & Deep Learning
algorithmsKnowledge of most of the following quantitative fields:
Natural Language Processing, Information Retrieval, Machine
Comprehension, Question Answering, Reinforcement Learning,
Knowledge Graph, Causal Inference, and Design of
ExperimentProgramming skills and experience, such as Python, R,
Java Script, Jupyter Notebook, PyTorch etc.Experience in Big Data,
information retrieval, NLP, and questing answering technologies
such as BERT/BART, GPT, SQuAD, Snorkel, TFIDF, etc.Knowledge of
Deep Learning and related tools such as TensorFlow, Keras, MXNET,
or H2O is preferredThe Value You DeliverManage and guide data
science and data engineering elements of AI projectsSet a strategic
direction for data identification, collection and qualification
activitiesLead data analysis for multiple projects with diverse
scope and complex business and technical challenges across several
business units and functionsDevelop standard methodologies for data
science, considering the full analytical lifecycleDevelop
guidelines for the evaluation of new analytical tools and
platformsImplement new technologies in a production environment
with product, IT, and data engineering teamsPresent reports and
findings to senior level technical and non-technical audiencesHow
Your Work Impacts the OrganizationAs 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
levelCompany OverviewAt Fidelity, we are passionate about 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. We are proud of our diverse and
inclusive workplace where we respect and value our associate for
their unique perspectives and experiences. For information about
working at Fidelity, visit FidelityCareers.com.Fidelity will
reasonably accommodate applicants with disabilities who need
adjustments in order to complete the application or interview
process. Please email us at accomodationsfmr.com or call
800-835-5099, prompt 2, option 2 if you would like to request an
accommodation.Fidelity Investments is an equal opportunity
employer.Certifications:Category:Business Analytics and InsightsJob
InfoType: Full timeLocation: Boston, MA
Keywords: Fidelity Investments, Boston , Principal Data Scientist --- Natural Language Processing and Document Automation, Other , Boston, Massachusetts
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