Remote
Intelligaia

Software Engineer – NLU/NLP

Software Development – San Jose, California

The position is based in either San Jose, California or the Research Triangle Park in Raleigh-Durham in North Carolina. We may consider remote work (USA only) for the right candidate.

Responsibilities:

  • Implement NLU/NLP solutions to extract value from enterprise Base data.
  • Be the in-house NLP expert, lead NLP initiatives, review the deliverables and set standards and guideline
  • Develop design principles for developing new dialog flows.
  • Help cultivate company-wide best practices for NLP and Coach and Mentor other members of the team
  • Deconstruct customer-agent conversations to programmatically extract concepts and relationships between concepts in various conversation scenarios.
  • Work with various business lines like Sales and Marketing to identify opportunities for NLP and recommend them into actionable data science projects.
  • Guide the data engineers to design data pipelines to effectively store, normalize and access text data.
  • Evaluate and identify the vendor products for the appropriate use within enterprise applications.
  • Make decision on application architecture, technology direction and roadmap
  • Assist in incorporating text data as features to existing models in production.
  • Design, build, develop, validate, productionize, monitor, and maintain NLP machine learning and deep learning models.
  • Lead project team in activities including project coordination/management, Project alignments, Leadership communication, application design and architecture.
  • Excellent communication skills in written and verbal forms, and an ability to communicate complex technical issues to a range of technical and non-technical audiences (management, peers, clients).
  • Must have the Passion for continuous learning and always improving yourself and the team around you.

Technical Experience and Skill set:

  • Strong knowledge of the Machine Learning techniques around natural language.
  • Strong knowledge IVR based application development and Conversational IVR.
  • Experience in Dialogflow. If not, other AI or in any popular NLP engines and models such as:
    • tokenization, parts of speech tagging, stemming, lemmatization, named entity recognition, sentiment analysis, TF-IDF, topic modeling, bag of words, word vectors, language modeling, seq2seq, LSTMs, Transformers, etc.
  • Good knowledge on building conversational IVR (Interactive Voice Response) flows using Google Dialog flow.
  • MUST have implemented enterprise scale NLU based IVR solution(s).
  • Programming experience in Node JS, Python, SQL, NoSQL, Java, Graph Databases a plus
  • Strong knowledge of applicable methodologies, tools, standards, and procedures.
  • Experience in Big Data platform handling large volumes of data and have experience in data processing and storage.

Benefits:

  • 401K plan with 100% matching contributions*.
  • Flex time
  • PTO and standard holidays.
  • Sick Leave.
  • Work from Home days.