Full-Time

AI Data Analytics Engineer 1

Hybrid

Updated on 12/5/2024

Modernizing Medicine

Modernizing Medicine

1,001-5,000 employees

Provides specialty-specific EHR systems and solutions

AI & Machine Learning
Healthcare

Entry

United States

Hybrid office-based roles available.

Category
Data Management
Data Analysis
Data Engineering
Data & Analytics
Required Skills
Python
NoSQL
Apache Spark
SQL
Pandas
NumPy
Databricks
Data Analysis
Requirements
  • Bachelor's or Master's degree in Computer Science, Data Science, Engineering, or a related field.
  • Strong belief in the criticality of high-quality data and highly motivated to work with the associated challenges.
  • Experience with or a demonstrated ability to quickly learn Python programming.
  • Proficiency in JSON, YAML, and other data annotation languages.
  • Experience in data analytics, including proficiency with tools such as Pandas, NumPy, and data visualization libraries like Matplotlib or Seaborn.
  • Strong knowledge of statistical analysis and the ability to interpret complex datasets.
  • Experience with SQL and NoSQL databases is a plus.
  • Excellent communication skills to effectively collaborate with medical professionals and other team members.
  • Strong problem-solving skills and the ability to work in a fast-paced, interdisciplinary environment.
  • Experience with AI/ML projects, Spark, and Databricks is a plus.
Responsibilities
  • Collaborate closely with our on-staff physicians to understand requirements and translate medical expertise into synthetic conversation scripts.
  • Write and optimize Python code to generate synthetic conversations based on JSON data.
  • Engineer and refine prompts to enhance the accuracy and relevance of synthetic conversations.
  • Analyze large datasets to extract insights that will improve AI model performance and the quality of synthetic conversations.
  • Develop data analytics solutions to interpret and visualize data trends within synthetic conversations and medical datasets.
  • Familiarize yourself with JSON, YAML, and other data annotation languages to manage and manipulate data efficiently.
  • Coordinate in real-time with doctors to tailor synthetic conversations across our ten specialties, optimizing the AI's outputs.
  • Add new data fields to the JSON continuously to improve the datasets and ensure they can be effectively utilized in prompts.
  • Participate in regular team meetings and contribute ideas to improve the project's workflow and outcomes.

Modernizing Medicine provides specialty-specific Electronic Health Records (EHR) systems designed to improve the workflow of healthcare providers. Their main products, EMA and gGastro EHR, help users manage patient information and administrative tasks more efficiently, allowing them to concentrate on patient care. These systems adapt to the specific practices of each user, enhancing their effectiveness. Unlike many competitors, Modernizing Medicine focuses on tailored solutions for various medical specialties, which sets them apart in the healthcare technology market. The company's goal is to streamline healthcare delivery and improve patient outcomes by providing tools that simplify administrative processes.

Company Stage

Late Stage VC

Total Funding

$360.6M

Headquarters

Boca Raton, Florida

Founded

2010

Growth & Insights
Headcount

6 month growth

6%

1 year growth

10%

2 year growth

38%
Simplify Jobs

Simplify's Take

What believers are saying

  • Modernizing Medicine's consistent top rankings in G2 and Black Book Research reports highlight its strong market position and customer satisfaction.
  • Collaborations with industry leaders like Medtronic and Brevium enhance the functionality and appeal of their EHR systems.
  • The appointment of a Chief Information Security Officer underscores the company's commitment to data security, a critical factor in healthcare technology.

What critics are saying

  • The highly competitive healthcare technology market requires continuous innovation to maintain a leading position.
  • Integration of AI and new technologies may face resistance from traditional healthcare providers, potentially slowing adoption.

What makes Modernizing Medicine unique

  • Modernizing Medicine offers specialty-specific EHR systems, unlike many competitors who provide more generalized solutions.
  • Their EHR systems, EMA and gGastro, are designed to learn and adapt to specific user practices, enhancing workflow efficiency.
  • The company has a strong focus on integrating AI to reduce administrative burdens, setting it apart in the healthcare technology market.

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