Associate AI Engineer/ AI Engineer
15 hours ago
Basic Qualifications
- Bachelors degree in Computer Science, AI/ML, or a related quantitative field.
- 3-5 years of experience in AI/ML engineering, with hands-on exposure to GenAI, LLMs, NLP, and agentic architectures.
- Proven experience deploying enterprise-grade AI agents, including pre-launch testing, HITL workflows, and business UAT sign-off.
- Familiarity with multi-modal AI (text, image, audio) and unstructured data processing using Databricks Genie, AI Foundry, and AI Search.
- Experience working in agile, cross-functional teams and delivering measurable impact through automation and intelligent systems.
Duties Responsibilities
- Translate business requirements into scalable and well-documented AI/ML pipelines using Databricks, Azure AI, and Snowflake.
- Design and deploy GenAI-powered applications using pretrained models (e.g., GPT-4, LLaMA) for tasks such as text generation, summarization, code synthesis, and personalization.
- Build and orchestrate agentic AI workflows using frameworks like LangChain, OpenAI Agents SDK, and Databricks Genie, enabling autonomous task execution and multi-agent collaboration.
- Integrate GenAI models into enterprise applications with Human-in-the-Loop (HITL) validation and feedback loops for production readiness.
- Conduct model selection, fine-tuning, and evaluation using MLflow, ONNX, and custom batch testing frameworks.
- Develop and maintain data pipelines for feature engineering, model training, and inference using DBT, Spark, Airflow, and Azure Data Factory.
- Monitor and troubleshoot production deployments, addressing model drift, latency, and data quality issues.
- Ensure responsible AI operations through governance, observability, and guardrail management using Unity Catalog, Azure AI Guardrails, and OpenTelemetry
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