Data Scientist, Tooling and Analytics

Key Skills

AWS, Data Analysis, Data Analytics, Data science techniques, Data Visualization, Effective communication skills, Machine learning techniques, Python Programming, SQL, Teamwork

Job Description

This is a remote position.

Position Responsibilities

• Develop tools to facilitate model clinical validation workflows.
• Develop tools to facilitate labeling and label quality assurance workflows.
• Analyze data, labels and model predictions. 
• Communicate trends, patterns, and insights to Clinical, Product and Business teams.
• Work closely with clinical experts to understand the nuances of the application and evaluate model performance.
• Assist in preparing models for clinical validation and regulatory approval (when applicable)
• Work closely with Data Engineering to prepare data for processing and analysis.
• Work closely with Modeling to support training, validation, and improvement of models.
• Collaborate with Engineering teams to assist in getting models into production.

Requirements

Location

• Remote or Fort Collins, Northern Colorado Area

Education

• Graduate degree or equivalent in a STEM field, such as Applied Mathematics, Computer Science, Physics or other related degree or experience

Experience

• 3+ years of industry experience with production modeling
• Solid foundations in machine learning concepts and practices, particularly DL
• Proficiency with Python including DL and Data Science frameworks
• Experience with AWS or other cloud technology
• Experience with SQL
• Proficient in data analysis and visualization (interactive dashboards and reports)
• Strong teamwork, communication skills, passion, creativity, productivity & learning agility

Bonus

• Experience working with medical imaging data (DICOM) and EHR
• Experience working under design controls and quality management systems
• Experience with design and user experience
• Expertise in software engineering

ISO/QMS Requirements

• Understand and practice all requirements of EN ISO 13485:2016, ISO 13485:2016 MDSAP including 21 CFR 820, QMS Manual, Process Flows and Work Instructions. Experience with EN ISO 62304:2006 a plus.
• Comply with applicable regulatory requirements (including but not limited to MDSAP participating countries and CE Marking).
• Support Internal and External audits.

Benefits

Our people love working here because they are challenged by unique and difficult problems in a nimble startup environment.

• Health, vision, and dental insurance
• Company paid Short Term Disability
• Company paid Long Term Disability
• Company paid employee Life Insurance
• Up to 6% 401k match 
• Unlimited PTO
• $150 a month health and fitness stipend