Data Scientist

Overview

Do you want to be a part of something purposeful, something bigger than yourself? Are you looking to apply all of your data science experience and insights to solve meaningful problems? If so, you may just be the person we’re looking for to join Azra AI on our mission to advance healthcare through clinical intelligence and automation. At Azra AI, we enable health systems to improve clinical workflows by analyzing pathology and radiology reports in real-time and identifying cancer or other diagnoses. These reports are surfaced to clinicians in an easy-to-use workflow tool that enables patients to get care quickly and clinicians to focus on what they do best, caring for patients.

Your Adventure at Azra AI

As a Data Scientist, you will be utilizing unstructured text data to address healthcare problems. The role will involve all parts of the data science process to create solutions using a variety of cutting edge tools. The ideal candidate for this position will possess the ability to perform both independent and team based work with a hands-on/can-do attitude. We are a collaborative team that enjoys learning and works together to solve meaningful problems.

Responsibilities

• Train predictive NLP/Transformer models using cutting edge technology
• Prepare and transform and large client datasets, including millions of clinical reports
• Create supplemental analytics and/or dashboards for the team’s projects
• Work with the latest cloud technology to train models, analyze data, and manage workflows
• Productionize models in an efficient and scalable way, contributing to the deployment and integration of solutions in real-world clinical workflows
• Communicate findings and explain technical concepts effectively to both technical and non-technical audiences

Qualifications

• Experience working with data modeling and analytics (2-5+ years total, including 1-2+ years of applied experience)
• Proficiency with Python (1-2+ years)
• Fundamentals in machine learning techniques and data science principles (2+ years)
• Solid statistics knowledge
• Desire to work in a collaborative, team environment
• Desire to learn the latest machine learning technologies and put them into practice

Preferred Qualifications

• Experience working in and deploying models in a cloud environment (either GCP or AWS)
• Experience with NLP
• Experience with Transformer models
• Familiarity with PyTorch, ideally Hugging Face models
• Experience using Docker

Technologies Utilized

• Python
• Python packages: pandas, numpy, scikit-learn, medspaCy, nltk, XGBoost, PyTorch
• Cloud: GCP
• Git / gitlab
• Docker
• PostgreSQL, MySQL
• Transformers
• Streamlit

Azra AI Values

At Azra AI, we value trust, integrity, honesty, transparency, innovation, transformation, and compassion. We’re a small team of committed professionals who are high-performers with low egos who believe that Artificial Intelligence can be a powerful way to help and assist humans. We understand the unique value different perspectives bring; fostering an environment where everyone can be their true self grants us access not only to great ideas but also genuine satisfaction with what each day has brought - why not join us and see for yourself?