About Apploi:
Apploi is helping healthcare facilities stabilize their workforce and increase occupancy in the midst of a labor shortage with an all-in-one platform built to hire, onboard, and schedule top healthcare talent.
Apploi is developing a solution to use an expansive workforce management dataset combined with patient acuity and census data to help healthcare organizations provide the best care to the most vulnerable populations by hiring & retaining the right people. We will accomplish this by predicting staffing needs, creating an intelligent match between those needs and the capabilities and preferences of care providers, and recommend scheduling options that support patient outcomes while retaining staff.
Project Title – Apploi AI Project
Project Description:
What You’ll Do:
- Research and develop cutting-edge AI algorithms and models.
- Design and implement scalable AI solutions.
- Collaborate with data engineers to extract, clean, and prepare large datasets.
- Partner with product owners and stakeholders to discover and implement innovative solutions that enhance customer experiences and deliver value.
- Train and optimize machine learning models.
- Deploy AI models into production systems.
- Monitor and improve the performance of AI systems.
- Stay up-to-date with the latest advancements in AI and machine learning.
Knowledge, Skills, and Attributes recommended:
Passionate about applying AI and machine learning to solve real-world problems.
Strong foundation in computer science, mathematics, or a related field.
Proficiency in programming languages such as Python.
Expertise in machine learning frameworks like TensorFlow, PyTorch, or Keras.
Experience with Generative AI LLMs
Experience with natural language processing (NLP), computer vision, or other AI subfields.
Strong understanding of statistical analysis and data mining techniques.
Ability to work independently and collaboratively in a fast-paced environment.
Excellent communication and problem-solving skills.
Note: This project is full-time, remote.
