Vacancy caducado!
Job Description:Job DescriptionPosition Summary
Responsible for developing machine learning solutions in Natural Language Processing (NLP), document classification, Named Entity Recognition (NER), topic modelling, document summarization, computational linguistics, advanced and semantic information search, extraction, induction, classification and exploration.
Create ML models for Advanced OCR and Cognitive Data Extraction capability as well as its execution.
Develop, maintain and deploy ML & NLP Pipeline and models
Create NLP/ML models with high performance, quality, and stability.
Required Skills
5+ years of professional experience as a data scientist
At least 2 years experience in designing and developing enterprise-scale NLP solutions in two or more of: Named Entity Recognition, Document Classification, Document Summarization, Topic Modelling, Dialog Systems, Sentiment Analysis, OCR text processing
Excellent knowledge and demonstrable experience in using open source NLP packages such as NLTK, Word2Vec, SpaCy, Gensim, Standford CoreNLP.
Strong knowledge and working experience in of with a strong understanding of NLP/ML & algorithms and models (GLMs, SVM, PCA, NB, Clustering, DTs) and their underlying computational and probabilistic statistics.
At least 3 years programming experience in one or more of the following: Python, R, Scala. Preferably in Python and Jupyter/IPython Notebook.
Experience in setting up supervised & unsupervised learning ML/NLP models including data cleaning, data analytics, feature creation, model selection & ensemble methods, performance metrics & visualization
1 to 2 years experience in ML/NLP development pipelines of large data sets, both structured & unstructured
1 to 2 years experience building Machine Learning & NLP solutions over open source platforms such asSciKit-Learn,Tensorflow,SparkML, Torch, Caffe, H2O
NON-TECHNICAL SKILLS
Highly motivated, proactive and a self-starter; strong sense of ownership & ability to create and execute assignments
Critical thinker; ability to analyze problems and identify issues and provide solutions
Analytical abilities & great problem solving
Highly organized. Effectively prioritizes and balances multiple efforts in a fast-paced environment
Good communication and Presentation skills
Posting Date : 10/22/2019Location :Westlake Village, CA, 2815 TOWNSGATE RD (CA6811),Addison, TX, 16001 N Dallas Pkwy (TX8044),
United States
Travel : Yes, 10% of the timeFull / Part-time : Full timeHours Per Week : 40Shift : 1st shiftAssistance for Applicants with DisabilitiesBank of America is committed to ensuring that our online application process provides an equal employment opportunity to all job seekers, including individuals with disabilities. If you believe you need a reasonable accommodation in order to search for a job opening or to submit an application, please visit the Applicants with Disabilities page at http://careers.bankofamerica.com/us/applicants-with-disabilities .Diversity & InclusionAt Bank of America, our commitment to diversity and inclusion is helping us to create not only a great place to work, but also an environment where our employees, our customers and our communities around the world can reach their goals and connect with each other. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.Frequently Asked QuestionsNeed to know how to apply online, view a list of your submitted job applications or reset your password? Visit our FAQ at http://careers.bankofamerica.com/us/faq section for answers to these questions and more.
Vacancy caducado!