AI Engineer
5 days ago
Job Purpose
The AI Engineer builds production-grade AI systems including RAG pipelines, fine-tuned models, prompt engineering, model evaluation, and scalable pipelines for enterprise deployment.
Key Responsibilities
AI System Development
· Build and maintain production AI pipelines and supporting infrastructure.
· Develop RAG systems, embeddings pipelines, and context-engineering layers.
· Implement scalable model-serving, orchestration, and automation processes.
Model Engineering & Optimization
· Perform model selection, fine-tuning, and optimization for various use cases.
· Conduct advanced prompt engineering for LLM-based systems.
· Run model experiments, diagnostics, and performance tuning.
Evaluation & Quality Assurance
· Develop evaluation datasets and rigorous testing frameworks.
· Validate model quality, accuracy, and consistency through experimentation.
· Ensure models meet production-level reliability and performance standards.
Deployment & Operations
· Collaborate with DevOps/MLOps teams to deploy and maintain AI models.
· Implement monitoring, observability, and error-handling mechanisms.
· Ensure scalability, operational efficiency, and compliance.
Qualifications & Requirements
· Bachelor's degree in Computer Science, AI/ML, Data Science, Software Engineering, or related field.
· –7) years of experience in AI/ML engineering, applied machine learning, or similar roles.
· Hands-on experience building production AI pipelines.
· Strong Python skills and familiarity with ML frameworks (TensorFlow, PyTorch, etc.).
· Knowledge of vector databases, RAG frameworks, and LLM orchestration.
· Experience with CI/CD, MLOps, cloud environments, and scalable infrastructure.
· Experience with LLM fine-tuning, evaluation, and advanced prompt engineering.
· Experience in enterprise or government-level AI deployments.
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