AI/ML Engineer
In this role, you will work on cutting-edge AI/ML initiatives within a large healthcare/pharmaceutical enterprise, focusing on building agentic AI workflows and end-to-end Generative AI capabilities in a Google Cloud (GCP) and Kubernetes (GKE) environment. Your daily responsibilities will include:
- Design and Develop AI Solutions - Build agentic AI workflows and solutions leveraging LLMs and advanced GenAI techniques.
- Design and implement AI-driven microservices that integrate seamlessly into enterprise systems.
- Develop NLP pipelines for healthcare-related use cases.
 
- Backend Engineering - Develop and maintain backend microservices using Python, Java, and Spring Boot.
- Build and integrate APIs (GraphQL and REST) for scalable service communication.
 
- Cloud and Infrastructure - Deploy and manage services on Google Cloud Platform (GKE).
- Work with Google Cloud Spanner (Postgres dialect) and messaging tools like Confluent Kafka (or similar).
- Automate CI/CD pipelines using GitHub Actions and Argo CD.
 
- ML Integration and Operations - Collaborate with Data Scientists and MLOps teams to integrate ML models into production workflows.
- Enable continuous learning and model retraining workflows using Vertex AI or Kubeflow on GCP.
- Implement observability and reliability for AI decisions by logging predictions, confidence scores, and fallbacks into data lakes or monitoring tools.
 
- Performance and Scalability - Ensure high availability, scalability, and security of AI services.
- Optimize workflows for performance and cost efficiency in a cloud-native environment.
 
- Cross-Functional Collaboration - Partner with product teams, data engineers, and compliance stakeholders to align AI solutions with business and regulatory requirements.
 
We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to HR@insightglobal.com.