NLP Engineer

Fort Collins /
Data Science /
Full-time
About Us
Our Company is shaping the next generation of diagnostic healthcare tools to help patients around the globe. By using AI and deep learning, we help Radiologists identify diseases and medical issues more accurately and earlier. We believe we are working on one of the biggest social impact opportunities in healthcare and are deploying our technology around the globe. Our Company is attacking the hard high-value challenges facing healthcare, by developing solutions others are afraid too. We have dedicated our time in the development of impactful healthcare solutions.  We have been featured on TED, CNN, WSJ, NYTimes, Inc, Fortune, named 5th smartest AI company by MIT Tech Review.
Opportunity Overview
We are looking for an NLP Engineer to join our growing team in Fort Collins, CO. A successful candidate will have experience in building production-ready models, but who also has a desire to execute research projects. Our data science team is building cutting-edge revolutionary critical care solutions using various fields of study in AI. We are applying state of the art ML, CV, DL and NLP techniques. At Enlitic, you will be part of a global effort to create a coherent, vibrant, Healthcare IT focused, AI ecosystem. You will play a key role in driving the success of our customers using our products and services to run their business.
Since the position is so central to overall healthcare continuum of care efforts, you will partner closely with Product and Engineering teams across Enlitic. This role requires strong interaction with cross-functional teams and will provide tremendous opportunity for visibility across all of engineering and Data Science at Enlitic.


Location

    • Fort Collins, Northern Colorado Area. REQUIRED
    • Relocation Assistance

Education

    • Bachelor Degree in Computer Science, Computer Engineering, Physics, Applied Mathematics, Systems Engineering, Electrical Engineering or other related degree or experience

Experience

    • 2+ years of relevant experience in NLP
    • Experience in healthcare AI/ML a plus
    • Experience with SQL and NoSQL data sources
    • Experience with using code for NLP (Python preferred, including NLTK, Gensim, spaCy, BERT, tensorflow)
    • Experience with language annotation tools
    • Experience with source control for code (Git preferred)
    • Experience with cloud-based compute (Databricks preferred)
    • Experience with Agile development
    • Understanding of continuous integration, testing, deployment & release methodologies
    • Experience managing a system for labelling documents for NLP applications
    • Experience mining information from documents
    • Named Entity Recognition
    • Topic Modelling
    • Keyword Extraction

Responsibilities

    • Create, implement, and iteratively improve on natural language processing methods
    • Collaborate with AI team for feature stores for model building
    • Communicate within the team on project status / blockers to get help when needed and render aid when able
    • Adhere to security and data protection policies
    • Review processes and recommend changes to improve operations
    • Build and integrate end to end lifecycles of large-scale, various distributed NLP Models
    • Train, evaluate, and debug NLP models for complex tasks
    • Develop tools and services for improving NLP systems beyond modeling choices —data distribution editing, data quality improvements, and representation learning with self-supervision
    • Collaborate with engineers across functions to solve complex data problems at scale
    • Identify and evaluate new patterns and technologies to improve performance, maintainability, and elegance of our NLP Solutions and models
    • Lead technical projects to completion. Communicate with peers to build requirements and track progress, delivery commercial ready solution to product engineering teams
    • Data exploration, visualization, and transformation skills

Benefits

    • Health, vision, and dental insurance
    • Company paid Short Term Disability
    • Company paid Long Term Disability
    • Company paid employee Life Insurance
    • Up to 10% 401k match
    • Unlimited PTO
    • $180 a month health and fitness stipend

Compensation

    • Competitive Salary with Bonus
    • Equity
We celebrate diversity at our company and are proud to be an equal opportunity employer. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, gender identity, or disability status. We understand that to hire the best talent, we need to search the globe. We encourage our employees to be themselves and require tolerance and acceptance among our diverse talent.