Senior NLP Engineer
Process data and information at a massive scale with machine learning and Natural Language Processing (NLP) technologies. Apply advanced consulting extensive technical expertise and full industry knowledge. Develop innovative solutions to complex problems. Work without considerable direction and mentor or supervise team members, if needed,.
- 5+ years of experience with NLP research, including transformers and LSTM networks
- Experience with building systems based on machine learning or deep learning methods
- Experience with data mining activities for machine learning algorithms, topic modeling, dimensionality reduction, neural network modeling, or time series model building
- Experience with experimental design, research methodologies, and qualitative and quantitative analysis
- Experience with writing analytic output in JSON or AVRO formats
- Ability to write, test and prototype machine learning models
- Top Secret clearance
- BA or BS degree
- Experience with NLP models, including BERT, OpenAI GPT-2, or transformers
- Experience with building Natural Language Generation (NLG) summarization tools based on structured data rather than documents
- Experience with a wide variety of machine learning tools, including Elasticsearch, Keras, TensorFlow, and Caffee
- Experience with analytical tools, including DataBricks and open source graph database tools
- Experience with creating and writing peer-reviewed publications in topics of advanced data science, machine learning, deep learning (DL) or NLP
- Knowledge of NLG sentence planning and surface realization techniques
Applicants selected will be subject to a security investigation and may need to meet eligibility requirements for access to classified information; Top Secret clearance is required.
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