Develop and deploy machine learning models to support clinical and operational decision-making. Work with large datasets to extract insights and support predictive analytics for human performance and health.
Requirements
Mandatory Qualifications:
• Bachelor’s degree in a quantitative field (e.g., Computer Science, Applied Math).
• 3+ years of experience in predictive analytics.
• Proficiency in Python, NumPy, Pandas, Matplotlib, and Scikit-learn.
• Ability to explain and implement ML algorithms from scratch.
• Signed NDA and HIPAA training required upon start.
Desired Qualifications:
• Experience with dashboard development and pretrained language models.
• Experience with dimensionality reduction and deep learning libraries (TensorFlow, PyTorch).
• Familiarity with human biology and performance.
Key Tasks and Responsibilities:
• Develop and tune unsupervised tree-based clustering models.
• Implement decision trees, k-NN, and optimized list sorting algorithms.
• Generate and minimize distance matrices using vectorized code.
• Collaborate with software engineers and maintain HIPAA compliance.
We have evolved over the past 18 years, starting as a small consulting business and emerging as a well-respected business specializing in biomedical R&D and IT support services.
Our success on federal initiatives is the product of our distinguished professional employees, agile management & quality processes, and financial aptitude. We have solid financials and mature processes, backed by our recognition in Inc. 5000 and Washington Technology's Fast 50 in 2017, 2018, 2019, 2020, and 2021. We possess a Top-Secret Facility Clearance and hold certifications for CMMI® Maturity Level 3 (ML3) for services and ISO 9001:2015 and 14001:2015.
Our 14 prime multiple-award IDIQ contracts have yielded a wealth of expertise in program, task order, and contract management worldwide. Venesco runs 65+prime contracts, ranging in size from as few as one or two employees to programs with 150+ employees. With over 350 credentialed employees, Venesco is a nimble small business with a large business impact and reach.
