Full-Time

AI Engineer

Confirmed live in the last 24 hours

Medline

Medline

5,001-10,000 employees

Provider of medical supplies and healthcare solutions

Healthcare

Mid

Northbrook, IL, USA

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Kubernetes
Microsoft Azure
Python
SQL
Docker
AWS
Linux/Unix
Google Cloud Platform
Requirements
  • At least 4 years of cloud-native experience in machine learning engineering, supporting large infrastructure environments.
  • Demonstrated experience with AI platforms on the cloud, such as Azure Machine Learning, Google AI Platform, or AWS SageMaker.
  • Strong proficiency in using major cloud services (Azure, AWS, GCP) for deploying ML models and managing data pipelines.
  • Proficient in Python, SQL, and cloud-native technologies such as Kubernetes and Docker.
  • Experience using Linux OS.
  • Strong problem-solving skills, organizational abilities, and effective communication skills.
  • Experience operationalizing GenAI applications or assistants.
  • Bachelor’s degree in computer science, Engineering, or a related field.
Responsibilities
  • Design and implement end-to-end machine learning pipelines that are fully integrated within cloud-native architectures, ensuring scalability and robustness.
  • Work closely with data scientists to operationalize machine learning models on cloud AI platforms, transitioning from experimental prototypes to production-grade solutions.
  • Optimize data architectures to enhance the performance and scalability of ML systems on cloud platforms such as AWS, Azure, and GCP.
  • Lead the integration of ML models into existing and new system architectures, focusing on compatibility and high performance in a cloud environment. This includes designing and implementing robust APIs.
  • Continuously monitor, evaluate, and enhance the performance and efficiency of ML systems deployed on cloud infrastructures.
  • Collaborate with cloud architecture advisors to leverage advanced features of cloud technologies and AI platforms.
  • Establish and evangelize best practices around AI Operations (including MLOps and LLMOps).

Medline provides a wide range of medical supplies and healthcare solutions to clients such as hospitals, nursing homes, and home health agencies. Their product catalog includes items like protective gear, wound care supplies, diabetes care products, and home diagnostics. Medline operates on a business-to-business model, selling directly to healthcare providers and institutions. They generate revenue through the sale of these medical supplies and equipment, as well as offering value-added services like supply chain management and educational resources. What sets Medline apart from its competitors is its strong focus on sustainability and resilience, demonstrated by significant investments in domestic supply chain infrastructure. The company has received recognition for its consistent value and support, including the Preferred Supplier of the Year award from the University of Texas System Supply Chain Alliance.

Company Stage

Growth Equity (Venture Capital)

Total Funding

$486.4K

Headquarters

Mundelein, Illinois

Founded

1966

Simplify Jobs

Simplify's Take

What believers are saying

  • Medline's recognition with awards like the AARC's 2024 Zenith Award and the Preferred Supplier of the Year award highlights its strong reputation and reliability in the healthcare sector.
  • The new partnership with Vetter Senior Living and expansion in Chicagoland indicate Medline's growing market presence and potential for increased business opportunities.
  • Innovations like the FitRight CONNECT Wetness Sensing System demonstrate Medline's commitment to advancing healthcare technology and improving patient care.

What critics are saying

  • The competitive nature of the medical supply industry requires Medline to continuously innovate to maintain its market position.
  • Dependence on partnerships, such as those with Microsoft and Sonoma Pharmaceuticals, could pose risks if these collaborations face challenges or dissolve.

What makes Medline unique

  • Medline's partnership with Microsoft to develop AI-powered solutions for healthcare supply chains sets it apart in the medical supply industry, emphasizing innovation and technological advancement.
  • The company's commitment to sustainability and resilience through domestic supply chain investments distinguishes it from competitors who may rely more heavily on international sources.
  • Medline's extensive product catalog and value-added services like supply chain management and educational resources provide a comprehensive offering that is unmatched by many competitors.

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