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Principal Data Scientist --- Natural Language Processing and Document Automation

Company: Fidelity Investments
Location: Boston
Posted on: January 15, 2021

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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