14 days old

Machine Learning / NLP Engineer (Analytics Consultant 5)

Irvine, CA 92603
  • Job Code
Job Description

At Wells Fargo, we have one goal: to satisfy our customers financial needs and help them achieve their dreams. Were looking for talented people who will put our customers at the center of everything we do. Join our diverse and inclusive team where youll feel valued and inspired to contribute your unique skills and experience.

Help us build a better Wells Fargo. It all begins with outstanding talent. It all begins with you.

Wells Fargos Chief Administrative Office (CAO) consists of enterprise functions that work together to promote and protect the Wells Fargo culture and brand, and support our team members. Groups within CAO work to protect our reputation, tell our story, bolster team member engagement, connect with our customers, and bring new and innovative solutions to life. CAO functions include Commitment to Customer, Corporate Responsibility & Community Relations, Data Management & Insights, Human Resources, Marketing, and Stakeholder Relations.

As a machine learning / NLP engineer in Wells Fargos Enterprise Analytics group, you will be responsible for pushing the state of the art in organization-wide natural language processing (NLP) and speech analytics applications. Your primary responsibilities will involve working with data scientists in the teams Text Analytics Center of Excellence to help scale machine learning solutions to big data use cases. We are looking for individuals who are intellectually curious, with deep expertise in big data tools, machine learning algorithms and artificial intelligence techniques.

Required Qualifications

  • 8+ years of experience in one or a combination of the following: reporting, analytics, or modeling; or a Masters degree or higher in a quantitative field such as applied math, statistics, engineering, physics, accounting, finance, economics, econometrics, computer sciences, or business/social and behavioral sciences with a quantitative emphasis and 5+ years of experience in one or a combination of the following: reporting, analytics, or modeling
  • 4+ years of Big Data experience
  • 3+ years of experience with open source tools such as Python, R or SCALA
  • 3 + years of experience with machine learning algorithms

Desired Qualifications

  • Extensive knowledge and understanding of research and analysis
  • Strong analytical skills with high attention to detail and accuracy
  • Excellent verbal, written, and interpersonal communication skills
  • 4+ years of Linux experience
  • Experience with Tensorflow, Theano or Keras
  • Experience with graph analysis packages such as Python, Neo4j or Titan

Other Desired Qualifications

Knowledge and/or experience with the following:

  • Deep understanding optimizing, tuning and troubleshooting Spark applications
  • Understanding of Hadoop file system formats such as Parquet and Avro along with experience in optimizing data for operational use/machine learning
  • Writing production quality code and improving the efficiency of existing codebase
  • Knowledge of messaging systems such as Kafka and RabbitMQ
  • Implementing solutions with common NLP frameworks and libraries in Python (NLTK, spaCy, gensim) or Java (Stanford CoreNLP, NLP4J)
  • Deep learning model architecture, applications or software (tensorflow, keras)
  • Serving as an in-house expert on distributed machine learning, teaching others advanced techniques and using state-of-the-art methods


All offers for employment with Wells Fargo are contingent upon the candidate having successfully completed a criminal background check. Wells Fargo will consider qualified candidates with criminal histories in a manner consistent with the requirements of applicable local, state and Federal law, including Section 19 of the Federal Deposit Insurance Act.

Relevant military experience is considered for veterans and transitioning service men and women.

Wells Fargo is an Affirmative Action and Equal Opportunity Employer, Minority/Female/Disabled/Veteran/Gender Identity/Sexual Orientation.



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Machine Learning / NLP Engineer (Analytics Consultant 5)

Wells Fargo
Irvine, CA 92603

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Wells Fargo
Irvine, CA

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