ML Engineer - Natural Language Processing

Picture yourself working on ground breaking technologies and solutions that are at the intersection of machine learning and NLP. In the Language Intelligence team, we bring together machine learning, linguistics and software to power millions of smart homes with insights that impact daily lives. We are looking for a creative and passionate machine learning engineer to drive innovation and new features that help Plume to uniquely identify consumer devices and their behavior.

Who you are

• You have a strong background and at least 2 years experience as an NLP Engineer
• Knowledge of the latest NLP-related algorithms and methods such as transformers, sequence-to-sequence models, word and sentence embeddings, attention, etc.
• You have deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms
• You have the ability to write robust and testable code in Scala or Python, or similar languages
• Experience with TensorFlow, pyTorch, and/or AWS Cloud Platform is a plus
• Experience with networking data and protocols is a plus
  

What you'll do

• Build machine learning models that run efficiently on multiple foreign languages
• Find and implement the right algorithms and tools for NLP tasks
• Derive features from both user generated and network generated text data
• Collaborate with a cross functional agile team spanning design, data science, product management, and engineering to build new technologies and features