OvationMR · 3 months ago
Senior/Staff Software Engineer — Conversational Intelligence & Research Hubs
OvationMR offers innovative online research solutions and is seeking a Senior/Staff Software Engineer specializing in Conversational Intelligence & Research Hubs. The role involves developing web services and interfaces that enhance conversational experiences in research contexts, along with implementing advanced AI-driven pipelines and tools.
Responsibilities
Own end‑to‑end development of web services and UIs that deliver reliable, low‑latency conversational experiences in survey contexts
Implement LLM‑powered pipelines (prompting, tool/function calling, structured JSON outputs) with robust fallbacks, evaluation, and guardrails
Design and operate vector‑search and RAG stacks (embeddings, chunking, indexing, retrieval policies) for multi‑format research content
Ship secure APIs and event flows that integrate with major survey and research platforms (generic connectors, webhooks, and SDKs)
Build researcher‑facing configuration UIs (personas, lexicons, rules) and playgrounds for rapid iteration and QA
Instrument everything: latency budgets, safety/PII metrics, cost controls, A/B experiments, and content quality evaluations
Contribute to engineering standards, code reviews, CI/CD, observability, and documentation
Qualification
Required
5+ years building production web apps/services with TypeScript/Node or Python and a modern web framework (React/Next.js or similar)
Strong cloud experience (AWS preferred) across API development, serverless/containers, data stores, and observability
Hands-on with LLM orchestration (prompt design, tool/function calling, schema-constrained outputs) and safety/PII handling
Practical knowledge of embeddings and vector databases (e.g., OpenSearch, Pinecone, Weaviate, FAISS) and how to tune retrieval for RAG
Solid grasp of text analytics (language detection, sentiment, keyword/entity extraction) and combining rules with model outputs
Track record delivering low-latency user experiences and debugging production systems with real-time traffic
Security & privacy mindset: encryption, secrets management, least privilege, GDPR/CCPA, and ISO 27001-compliant basics
Preferred
Experience integrating with survey or research platforms and working around client-side runtime constraints
Knowledge of experimentation and evaluation for AI features (offline eval sets, human-in-the-loop review, A/B testing)
Multi-tenant SaaS patterns, role-based access control, and usage metering
Familiarity with OpenSearch Serverless, DynamoDB single-table design, or event-driven architectures
Background in insights, UX research, or CX analytics
Company
OvationMR
OvationMR is a Online Survey Panels for Marketing Research, Consumer Panels, B2B Research.
Funding
Current Stage
Early StageRecent News
2025-03-28
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