Full-Time

Data Analytics and Machine Learning

Software Engineering Team

Confirmed live in the last 24 hours

Aya Healthcare

Aya Healthcare

10,001+ employees

Travel nursing and healthcare staffing services

Enterprise Software
Healthcare

Compensation Overview

$156k - $165kAnnually

+ Bonus

Senior

Remote in USA

Category
Applied Machine Learning
Data Science
AI & Machine Learning
Software Engineering
Data & Analytics
Required Skills
Python
Data Science
SQL
Pandas
SCRUM
NumPy
Data Analysis
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.

Aya Healthcare specializes in travel nursing and healthcare staffing services in the United States, connecting healthcare facilities with qualified clinicians to address staffing shortages. In addition to travel nursing, they offer allied health staffing, locum tenens, and workforce management software to help organizations manage their staffing needs efficiently. Aya Healthcare stands out from competitors by providing a comprehensive range of staffing solutions while prioritizing the needs of both healthcare facilities and their employees. The company's goal is to enhance operational efficiency and improve patient care in healthcare settings.

Company Stage

N/A

Total Funding

N/A

Headquarters

San Diego, California

Founded

2001

Growth & Insights
Headcount

6 month growth

-5%

1 year growth

-5%

2 year growth

-5%
Simplify Jobs

Simplify's Take

What believers are saying

  • Aya Healthcare's consistent recognition for superior client satisfaction, such as the Best of Staffing Client Award, underscores its strong reputation and client trust.
  • The acquisition of Winnow AI positions Aya Healthcare at the forefront of AI-driven recruitment, enhancing its ability to attract and retain top healthcare talent.
  • Being named San Diego's No. 1 Workplace for 2023 highlights Aya Healthcare's commitment to a positive work environment, which can attract and retain high-quality employees.

What critics are saying

  • The integration of international acquisitions like ID Medical may present challenges in aligning operational practices and corporate cultures.
  • The competitive nature of the healthcare staffing market requires continuous innovation and adaptation to maintain market leadership.

What makes Aya Healthcare unique

  • Aya Healthcare's comprehensive suite of workforce management software solutions sets it apart from traditional staffing agencies, offering clients advanced tools to manage contingent labor efficiently.
  • The company's focus on diverse staffing services, including travel nursing, allied health, and locum tenens, allows it to cater to a wide range of healthcare needs, unlike competitors with a narrower focus.
  • Aya Healthcare's recent expansion into the UK market through the acquisition of ID Medical demonstrates its ambition and capability to operate on an international scale.

Help us improve and share your feedback! Did you find this helpful?