NewWave HQ Senior NLP Engineer in Remote, United States
Clinical data informatics is in the midst of a data revolution. As clinical data is increasingly stored in electronic formats, the massive data sets they produce have brought us to the threshold of a new era in medicine, one where the data sciences hold the potential to propel our understanding and treatment of human disease. iQuartic is committed to accelerating the pace at which the world continuously improves healthcare, combining the best of the clinical medicine sciences and the data sciences.
The NLP Engineer will work closely with the NLP team and domain experts at IQuartic, leverage OCR and machine learning techniques to develop digitization software for medical record scans.
Be part of a small team, import the latest NLP/ML/Deep learning techniques from industry and academia, design and implement software solutions for a broad range of NLP problems typically found in the healthcare domain.
Advanced degree in a quantitative discipline, e.g., Mathematics, Linguistics, Computer Science
5+years industry or academic experience in applied NLP a must
Demonstrates proficiency with:
Java and Python
OCR libraries such as Tesseract, PyOCR, OpenCV, .NET OCR SDK, etc.
Extracting, cleaning, preprocessing data sets. Familiarity with NumPy and Pandas
Supervised and unsupervised machine learning techniques. This includes regression models, decision tree models, clustering, and deep learning. Hands-on experience with Scikit-learn, Tensorflow, Keras, or PyTorch
Data visualization and performing model diagnostics. Understand learning curves, work with tools such as Matpoltlib, Tableau, etc.
Familiarity with rule-based NLP, including CFG, constituency and dependency parsing, as well as their statistical variants. Experiences using NLTK, spaCy, or Stanford NLP
Specialization in OCR is strongly preferred. Understanding of Transformers, ELMo, BERT is preferred but not required
Experiences with healthcare industry practices and medical coding a plus, but not required
Excellent interpersonal, verbal and written communication, and organizational skills - must be able to communicate fluently in English both verbally and in writing
Should be extremely facts and data oriented.
Should be deadline and closure oriented.
Strong persuasion, facilitation and influencing skills.
Should be self-driven.
Strong analytical, organizational and project management skills.
Demonstrated ability to lead and work with cross functional teams including senior level individuals.
Must be able to thrive in a fast-paced, rapidly evolving environment with varying priorities, based on a team building culture.
NewWave/iQuartic is committed to hiring and retaining a diverse workforce. We are proud to be an Equal Opportunity/Affirmative Action Employer, making decisions without regard to race, color, religion, creed, sex, sexual orientation, gender identity, marital status, national origin, age, veteran status, disability, or any other protected class. NewWave/iQuartic is a proud Veteran friendly employer.