[Hiring] AI Engineer - Memory Retrieval @International Data Group

Role Description

IDC is building the next generation of AI-powered intelligence platforms that transform how technology decisions get made. We are looking for an AI/Agent Engineer to join the Memory / Living Intel Pod, with an emphasis on cross-conversational retrieval and semantic search over conversation history. Your work ensures that when the platform remembers a user, it remembers the right things at the right time.

• Build specialized agents within multi-agent pipelines designed for handling complex research problems, developing durable outputs, and taking action in external systems on the user's behalf.
• Build retrieval systems that find relevant prior conversations and extracted facts across a user's history.
• Design embedding and indexing strategies for conversation-derived content.
• Build and optimize relevance ranking for memory retrieval.
• Build LLM-based memory capabilities: conversation summarization, cross-session context retrieval, and persistent user preference extraction.
• Instrument pipelines for observability, tracing, and quality monitoring.
• Collaborate with evaluation engineers on quality measurement and improvement.

Qualifications

• 3+ years of experience building production Python systems.
• Experience with LLM applications: agent orchestration, prompt engineering, RAG, or similar.
• Hands-on experience with agent frameworks (LangGraph, LangChain, CrewAI, AutoGen, or similar).
• Understanding of LLM reasoning patterns and common failure modes.
• Proficiency with modern Python web frameworks.
• Comfort working in a fast-moving team where priorities evolve.

Requirements

• Experience building semantic search and embedding pipelines.
• Hands-on experience with vector databases (e.g., Snowflake Cortex, Pinecone, Weaviate).
• Background in information retrieval.
• Experience with search relevance tuning and ranking optimization.
• Familiarity with LLM observability tools.
• Background in NLP, text summarization, or information extraction.

Benefits

• Hybrid/remote work model (about 1-2 days in the office per month).
• A position in a highly professional and globally respected market research and advisory firm, where initiative leading to results is rewarded.
• Individualized Culture: An environment where you can explore new areas outside your specialty and stay engaged with work you enjoy.

Company Description

At IDC, your work helps shape how the world understands technology and where it goes next. Recognized by IIAR as Analyst Firm of the Year for five consecutive years, IDC sets the standard for credibility and impact. Here, your ideas matter, your voice is heard, and your contributions provide the insights leaders rely on every day.