AI Engineer
coderound
Job Description
- Build and deploy LLM-powered applications, including RAG pipelines and AI agents.
- Develop and evaluate AI solutions for credit risk, fraud, anomaly detection, and customer segmentation.
- Perform feature engineering, model selection, tuning, validation, and error analysis.
- Integrate vector databases, embeddings, and semantic search into AI applications.
- Experiment with and deploy open-source/self-hosted LLMs for production use cases.
- Build scalable ML pipelines and data workflows across cloud infrastructure.
- Work closely with data engineers and product teams to take models from experimentation to production.
- Develop reusable AI/ML tooling and libraries with strong engineering practices.
- Monitor model performance and continuously improve accuracy, reliability, latency, and scalability.
- Translate business and financial problems into practical AI/ML solutions.