Hybrid ML Integration Engineer for Healthcare AI

Gratitude Philippines; Davao City; Hybrid; PHP 580,000 - 815,000; Full time

Benefits offered by this job

Hybrid work setup

Multiple site options

Healthcare tech exposure

Career growth in ML/AI

Supportive team

Job summary

Gratitude Philippines is seeking an ML/Integration Engineer to build and deploy ML solutions across enterprise systems. You will connect AI models to production via robust APIs and microservices in a healthcare-focused environment.

The role requires strong programming skills (Python/Java/C#/Node.js), ML framework experience, and solid cloud and containerization knowledge. Hybrid work and multiple site options are available.

Qualifications

• Graduate or Master's degree with 5 years in IT/CS plus healthcare experience.
• Bachelor's or Master's in CS/IT/AI or related field.
• 3–8 years in software development, ML engineering, or AI integration.
• Strong programming in Python, Java, C#, or Node.js.
• Experience integrating RESTful APIs, GraphQL, or gRPC.
• Experience with ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.
• Experience or knowledge of AI development.
• Knowledge of Docker and Kubernetes.
• Experience with CI/CD tools such as GitHub Actions, Azure DevOps, Jenkins, or GitLab CI.
• Familiarity with AWS, Azure, or Google Cloud.
• Experience with SQL and NoSQL databases.
• Strong understanding of software architecture, distributed systems, and microservices.

Responsibilities

• Design, develop, and deploy machine learning models into production environments.
• Integrate ML and AI services with enterprise applications via RESTful APIs, GraphQL, and gRPC.
• Build and maintain scalable microservices and distributed systems.
• Implement CI/CD pipelines for ML model deployment and integration workflows.
• Containerize applications and models using Docker and Kubernetes.
• Collaborate with data scientists, software engineers, and healthcare stakeholders.
• Ensure model performance, reliability, and monitoring in production.
• Work with cloud platforms (AWS, Azure, GCP) for ML workloads and data processing.
• Maintain databases (SQL and NoSQL) supporting ML and integration workflows.

Skills

Python

Java

C#

Node.js

RESTful APIs

GraphQL

gRPC

ML frameworks

AI development

Docker

Kubernetes

CI/CD

Cloud platforms

SQL/NoSQL

Distributed systems

Education

Information Technology

Computer Science / AI

Tools

Docker

Kubernetes

GitHub Actions

Azure DevOps

Jenkins

GitLab CI

Job description

Gratitude Philippines is seeking an ML/Integration Engineer to build and deploy ML solutions across enterprise systems. You will connect AI models to production via robust APIs and microservices in a healthcare-focused environment.

The role requires strong programming skills (Python/Java/C#/Node.js), ML framework experience, and solid cloud and containerization knowledge. Hybrid work and multiple site options are available.