Application Engineer

• Own production LLM pipelines end to end, including ingestion, multimodal model calls, structured records, storage, confidence flags, retries, and idempotent rescans
• Design prompt and schema strategies, including schema-aligned or constrained outputs, for consistent product-ready results
• Build classification and filtering layers, including taxonomy mapping, demographic or audience filters, deduplication, and cleanup logic
• Define and run evaluation harnesses with golden sets, regression suites, and online metrics
• Report against quality targets for completeness, duplicates, incorrect inclusions, image presence, and related product SLAs
• Optimize token usage, model tiering, caching, and batching to control cost and latency
• Harden long-running asynchronous jobs with timeouts, partial recovery, memory limits, and safe production deployments
• Partner with Flutter/mobile and QA teams on field contracts, review queues, and incident debugging
• Document architecture and runbooks for shared ownership
• Stay current on Gemini and peer LLM APIs; recommend model swaps, fallbacks, and schema improvements

Application Engineer jobs in Georgia

LLM Application Engineer