AI/​Machine Learning Engineer - Remote Position at Aya Healthcare

About the Role

Join Aya Healthcare as an AI/Machine Learning Engineer in a fully remote position. This role is pivotal in analyzing product hypotheses and developing machine learning models that drive our innovative solutions in the healthcare industry. You will be part of a dynamic software engineering team focused on delivering exceptional data-driven insights to enhance our services.

What You'll Do

• 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, ensuring compliance with terms of service.
• Extract and create features from datasets for machine learning models, enhancing product performance and predictive capabilities.
• Collaborate with cross-functional teams to translate data-driven insights into strategic business recommendations.
• Apply advanced statistical analysis, linear algebra, and modeling techniques to large datasets, providing deep, actionable insights.
• Perform large-scale data analysis using tools such as Python and SQL.
• Utilize Azure Machine Learning for model training and deployment, leveraging cloud capabilities to enhance data analysis workflows.
• Participate in the Scrum agile development process, focusing on iterative improvements through data-informed decision-making.

Requirements

• 4+ years of experience in data analytics and machine learning.
• 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.
• Proficiency in Python for data analysis, including libraries such as Pandas, NumPy, and Scikit-learn.
• Strong skills in SQL for data retrieval and manipulation.
• Excellent communication skills to present complex insights to non-technical stakeholders.
• Experience with MLOps frameworks (e.g., MLflow, Kubeflow) and cloud platforms like Azure ML (preferred), AWS, or GCP.
• Experience in explainable AI (XAI) is preferred.

Nice to Have

• Understanding of big data technologies like Apache Spark or Hadoop.
• Strong problem-solving skills in business processes.

What We Offer

• Free premium medical, dental, life, and vision insurance.
• Generous 401(k) match.
• Paid sick leave in accordance with applicable laws.
• Company-sponsored virtual events and team-building activities.
• Unlimited DTO — we believe in time off!
• Virtual yoga, meditation, or boot camp classes offered daily.