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Reshaping IT
AI Full Stack Engineer
Location
Texas
Posted
40 days ago
Salary
0
Seniority
Senior
Job Description
AI Full Stack Engineer
Karo-solutions Sweden
• Classify inbound messages by category, intent, urgency, and tone • Generate contextual responses using enrichment data • Implement human approval gates • Transform raw enrichment data into structured pre-call briefs • Generate: background, pain hypotheses, talking points, rapport hooks • Vector database with embeddings • Markdown-aware chunking • Async ingestion workers • Semantic search API • Process RSS feeds, social media, video platforms, and search trends • Generate reports, forecasts, and content drafts • Run autonomously on scheduled jobs • Multi-agent system (outline → audit → generate) • Binary quality gates (PASS/FAIL with citations) • Supports multiple content formats • Enrich leads with product data and market insights • AI scoring and qualification grading • Automated audit reports • Slack operations • Scheduling workflows • Email triage and follow-ups
Job Requirements
- Build AI pipelines for client performance insights
- Improve RAG retrieval quality
- Add tool use for real-time data in LLM pipelines
- Debug classification errors in AI systems
- Optimize LLM costs and performance
- Build dashboards for AI metrics and usage
- Add observability to pipelines
- Expand content quality systems
- Qualifications
- Production LLM experience (Claude/OpenAI in real systems)
- RAG system experience (embeddings, retrieval, chunking, context handling)
- 3+ years TypeScript / Node.js
- Strong React skills
- PostgreSQL (queries, migrations, indexing)
- API integrations (REST, OAuth, webhooks)
- Linux server experience (SSH, logs, debugging, deployments)
- Strong Pluses **
- Multi-agent LLM systems
- Anthropic Claude expertise
- Vector search / embeddings
- Slack API experience
- Ad platform APIs (Meta, Google, LinkedIn)
- LLM observability (cost, tracing, monitoring)
- Amazon / eCommerce experience
- AI-assisted dev tools (Cursor, Claude Code, etc.)
Benefits
- Competitive salary based on experience
- High-impact role with strong ownership
- Opportunity to scale cutting-edge AI systems to world-class level
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