Natural Language Processing and Text Analytics Engineer

Sunnyvale, CA

Professional, Scientific, and Technical Services

About the position

We are looking for a candidate with a strong understanding of Natural Language Processing (NLP) techniques. The ideal candidate will have experience in text classification, text clustering, topic modeling, and anomaly detection. You will be expected to work with various NLP tools and libraries such as Python, NLTK, SPACY, BERT, and other language models. Additionally, a solid understanding of prompt engineering and the usage of large language models (LLMs) is essential for this role. You will also be involved in developing and maintaining REST API frameworks, as well as implementing MLOps practices to ensure smooth operational workflows.

Responsibilities

• Implement NLP techniques such as text classification, clustering, and topic modeling.
• Develop and maintain REST API frameworks for NLP applications.
• Monitor metrics and observability for operational intelligence.
• Conduct anomaly detection and alert analysis.
• Engage in time series modeling using both statistical and machine learning approaches.
• Perform model development and evaluation, ensuring high performance and accuracy.
• Utilize exploratory data analysis (EDA) techniques to derive insights from data.

Requirements

• Strong understanding of NLP techniques including text classification, clustering, and topic modeling.
• Experience with anomaly detection and operational intelligence.
• Proficiency in Python and familiarity with libraries such as NLTK, SPACY, and BERT.
• Knowledge of prompt engineering and usage of large language models (LLMs).
• Experience with REST API frameworks and MLOps practices.