AI Engineer
Core
Design and implement end-to-end generative AI pipelines for creating personalized marketing content, ensuring high-quality multilingual output and continuous model improvement.
Role type
Senior IC AI/ML Engineer (Generative AI)
Builds
Production generative AI models and pipelines for content generation and evaluation
Domain
Healthcare marketing technology
Deliverable
production ML models (via careerplan.io/jobs/744000153703278-ai-engineer-at-dr-reddy-s-laboratories-limited)
Required skills
Python, deep learning frameworks, generative models (Transformers, GPT-based), Azure OpenAI Service, RAG and vector databases, API development (FastAPI/Flask), prompt engineering, model fine-tuning, active learning, production ML deployment, model monitoring and troubleshooting
Preferred skills
Content validation against compliance guidelines, ETL for unstructured data, ML lifecycle tools (MLflow, Kubeflow), DevOps for ML
Technologies
Azure OpenAI, Hugging Face, Transformers, pgvector, Pinecone, FastAPI, Flask, Azure Functions
Responsibilities
Design and implement end-to-end generative AI pipelines for content creation; customize pre-trained models for domain needs; create mechanisms to score and classify generated content; incorporate user feedback into model improvement; ensure multilingual content generation; deploy and monitor AI services in production; collaborate with cross-functional teams to integrate AI capabilities; document model architectures and maintain version control
Seniority
Senior, hands-on IC