Data Scientist

Description

RIVANNA is seeking an experienced Data Scientist to contribute to the rapid growth of our emerging medical device company. You will work within a talented team of professionals as we strive to achieve our mission of improving global human health. The ideal candidate has prior successful experience managing large imaging datasets and analyzing multi-variate data to drive business decision-making. This is a hands-on multidisciplinary role in which the right candidate will work closely with our engineering, R&D and clinical teams to analyze complex ultrasound data, develop predictive models, and contribute to the continuous improvement of our products. The Data Scientist will be responsible for overseeing the data analytics projects related to clinical and development datasets.

Requirements

Responsibilities:

1. Analyze and interpret large datasets generated from ultrasound imaging to identify trends, patterns, and insights to drive product development decision-making.
2. Support the development of machine learning models to improve ultrasound image quality, detect anomalies, and assist in diagnostics.
3. Collaborate with cross-functional teams to understand data requirements and provide actionable insights.
4. Implement data processing pipelines to handle real-time and batch ultrasound data.
5. Create visualizations and dashboards to communicate findings and support clinical decision-making.
6. Stay current with the latest advancements in data science and ultrasound technology.
7. Work with external statisticians to power appropriately clinical studies and analyze results.
8. Develop and implement statistical models and algorithms to solve complex problems.
9. Collaborate with other teams to define data requirements and ensure data quality.

Requirements:

1. PhD in Data Science, Computer Science, Biomedical Engineering, or a related field.
2. Proven experience with machine learning, deep learning, and data analysis, preferably in the medical imaging or healthcare industry.
3. Strong statistical background.
4. Proficiency in Python or R, and experience with machine learning frameworks.
5. Strong understanding of image processing techniques and algorithms.
6. Familiarity with cloud computing platforms (e.g., AWS, Google Cloud) and big data technologies.
7. Excellent problem-solving skills and attention to detail.
8. Ability to communicate complex findings to both technical and non-technical audiences.

Preferred Skills:

1. Experience with ultrasound imaging data and healthcare datasets.
2. Knowledge of medical device regulatory requirements and standards (e.g., FDA, CE) and AI technology validation.
3. Background in signal processing or biomedical engineering is a plus.
4. Experience with imaging and diagnostic test analysis such as Dice score calculations, ROC, and AUC curve creation.

About Rivanna Medical, Inc.: Rivanna Medical, Inc. is a privately held designer, manufacturer, and distributor of world-first, imaging-based medical solutions based in Charlottesville, VA. Rivanna Medical, Inc. operates an FDA-registered and ISO 13485:2016 certified manufacturing facility where it produces the Accuro product line and related medical equipment and components. Accuro is the world's first spinal navigation device designed to improve the safety, speed, and efficiency of spinal needle guidance procedures. Rivanna Medical, Inc.'s revolutionary platforms feature BoneEnhance Multi-Frequency Image Reconstruction, which optimizes ultrasound for the visualization of bony versus soft tissue anatomy, and SpineNav3D AI-Based Spine Recognition, which automates ultrasound image interpretation.

Employee Benefits at Rivanna Medical, Inc.: Rivanna Medical, Inc. offers a comprehensive benefits package, which includes health insurance, vision and dental coverage, group life insurance, long-term disability insurance, paid time off, a 401(k) plan with company match, and more. We are continually seeking to enhance our team with individuals who bring unique perspectives and experiences. This diversity of thought and perspective drives innovation and strengthens our commitment to creating an inclusive team environment where our core values of trust, humility, and dedication are practiced every day.

Equal Employment Opportunity Statement: Rivanna Medical, Inc. is committed to providing equal employment opportunities to all employees and applicants without regard to race, ethnicity, religion, color, sex (including childbirth, breastfeeding, and related medical conditions), gender, gender identity or expression, sexual orientation, national origin, ancestry, citizenship status, uniform service member and veteran status, marital status, pregnancy, age, protected medical condition, genetic information, disability, or any other protected status in accordance with all applicable federal, state, and local laws. All employees must be able to lift at least 25 pounds. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions of their positions.