Senior Data Scientist

March 13

⛰️ Colorado – Remote

Although this job is listed in Colorado, this company may be open to hiring remote in other states.

💵 $152k - $172k / year

⏰ Full Time

🟠 Senior

📊 Data Scientist

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Eon

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Eon is a healthcare technology company that focuses on Intelligent Care management solutions. Their platform leverages existing patient data to identify incidental findings with high accuracy and creates adjustable care plans for specialists. Eon tracks these care plans, ensuring providers receive timely communications and final outcomes are achieved. With a focus on improving healthcare delivery, Eon aims to enhance patient follow-ups and outcomes, having already impacted over 1. 6 million patients and analyzed more than 414 million imaging records.

11 - 50 employees

Founded 2014

⚕️ Healthcare Insurance

🧬 Biotechnology

🤖 Artificial Intelligence

💰 $16M Series A on 2022-04

📋 Description

• Work with the industry leader • Eon is looking to hire a Senior Data Scientist with experience in NLP and predictive modeling in the Healthcare domain. • You will be a part of a small team, building Natural Language Processing / Understanding and Machine Learning models. • In this role you will: • Perform exploratory data analysis • Create datasets for annotation, design annotation schemas, process annotated data into datasets for model training and evaluation • Select appropriate modeling techniques • Implement production-ready model code in Python • Maintain and improve model code • Mentor junior team members

🎯 Requirements

• Graduate degree (or equivalent experience) in Computer Science, Machine Learning or other quantitative field • Experience developing and validation NLP models in a clinical domain • Deep understanding of NLP fundamental concepts and models, such as language modeling, word embeddings, topic modeling, text categorization, information extraction, natural language understanding, transfer learning • Deep understanding and experience in applying ML algorithms, such as Logistic Regression, Decision Trees, SVM, Naive Bayes, kNN, Random Forests, Dimensionality Reduction Algorithms, K-means clustering, etc. • Experience performing training/testing/validation dataset construction • Expertise in Python and SQL • Working knowledge of Unix commands and good security practices • Solid knowledge of Data Structures and Algorithms, including algorithm complexity • Experience with visualization libraries such as Matplotlib, ggplot, etc. • Familiarity with knowledge representation, automated knowledge acquisition and reasoning is a huge plus • Familiarity with radiology reports is a huge plus • Basic understanding of Anatomy

🏖️ Benefits

• Competitive salary • Health insurance • 401K • Referral bonuses • Unlimited Paid Time Off • Paid Maternity and Paternity leave • Professional development and career growth opportunities • Awesome team members