Data Analytics and Machine Learning - Software Engineering Team

Summary

Join Aya Healthcare as a data and business-focused professional to analyze product hypotheses, validate insights through data, and develop features for machine learning models.

Requirements

• Strong data science background with expertise in statistical analysis, linear algebra, and machine learning models
• Proven experience in external data analysis, working with new data sources, and handling large-scale datasets
• 5+ years of experience in data analytics and machine learning
• Proficiency in Python for data analysis, including libraries such as Pandas, NumPy, and Scikit-learn
• Strong skills in SQL for data retrieval and manipulation
• Experience with Azure Machine Learning is a plus
• Ability to comfortably work with large data records as well as create features for machine learning models from complex datasets
• Strong problem-solving skills and a deep understanding of business processes to inform data-driven recommendations
• Excellent communication skills to present complex insights to non-technical stakeholders

Responsibilities

• Analyze and validate product team hypotheses by interpreting large-scale datasets, identifying trends, and generating actionable insights
• Conduct external data analysis by integrating and assessing new data sources, replacing legacy sources, and ensuring compliance with terms of service
• Extract and create features from datasets for machine learning models, driving predictive capabilities and enhancing product performance
• Collaborate with cross-functional teams to translate data-driven insights into business recommendations that guide product decisions and strategy
• Apply advanced statistical analysis, linear algebra, and modeling techniques to large datasets, providing deep, actionable insights
• Perform large-scale data analysis comfortably using tools such as Python and SQL
• Work with Azure Machine Learning for model training and deployment, leveraging cloud capabilities to enhance data analysis workflows
• Participate in Scrum agile development process, focusing on iterative improvements through data-informed decision-making

Benefits

• Free premium medical, dental, life and vision insurance
• Generous 401(k) match
• Aya also offers other benefits to those that are eligible and where required by applicable law, including reimbursements and discretionary bonuses
• Aya provides paid sick leave in accordance with all applicable state, federal, and local laws
• Celebrations! We hit our goals and reward ourselves
• Company-sponsored virtual events, happy hours and team-building activities are always on the horizon — plus, you get a special treat on your birthday!
• Unlimited DTO — we believe in time off!
• Virtual yoga, meditation or boot camp classes offered daily