The Enterprise Process Oversight Reporting and Analytics team designs and develops reports and dashboards that drive daily business decisions. Qualified individuals should have a keen interest in combining data from multiple sources to create reporting, help drive decisions, and are passionate about breaking down complex business problems and providing well-design data science solutions that makes a significant impact.
Must have a passion for natural language processing, machine learning and improving the way people consume information
Must be excited to be part of a fast pace organization and enjoys the idea of understanding the root driver of our customers need in order to improve their financial lives
Will build machine learning models in to classify actionable information
Will build deep learning models to classify sentiment phonetically
Bank of America
0 – 4 years of professional experience in programming
Programming (focus on Machine Learning): R and/or Python (must), SPSS, SAS, Ruby, Hadoop (valued)
Solid background in statistical learning techniques for NLP (HMMs, CRFs, SVMs, LDA, LSI, MRFs)
Must have ML/NLP algorithm implementation experience as well as the ability to create / modify standard algorithms (e.g. change objectives, work-out the math and implement)
Experience in deep learning – phonetics (valued)
Ability to consistently deliver results across shifting priorities and deadlines in fast paced environment
Ability to work with a ‘sense of urgency’ in order to meet critical deadlines
Detail oriented with strong investigative and problem solving skills
Strong communication skills, both verbal and written
Ability to proactively engage in a teamwork culture
Undergraduate degree in Math, Statistics, Physics, and Engineering required
Ability to indirectly manage peer level associates who are part of problem solving teams
Six Sigma Black Belt Level quality certification or equivalent experience.
Experience in one or more of the following areas: entity/relation extraction, information extraction, summarization, semantics, document classification, ontology, question answering, and knowledge graph
Experience and/or motivation to work on modern deep learning approaches to NLP: word/paragraph embedding’s, structured prediction, sentiment analysis, disambiguation
Track-record of having developed novel algorithms, e.g. publications in one or more of the following: ACL, NAACL, EMNLP, SIGIR, NIPS, WWW
Experience with large scale data analysis tools such as Spark, Hadoop
Level of experience (years):
Entry Level (Less than 2 years of Experience)
How to apply:
Please mention NLP People as a source when applying
About Bank of America
Bank of America is one of the world's largest financial institutions, serving individuals, small- and middle-market businesses and large corporations with a full range of banking, investing, asset management and other financial and risk management products and services. The company serves approximately 56 million U.S. consumer and small business relationships. It is among the world's leading wealth management companies and is a global leader in corporate and investment banking and trading.
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