Senior AI Engineer – Retrieval & Evaluation IRC306816

GlobalLogic; Kraków; On-site; PLN 240,000 - 320,000; Full time

Benefits offered by this job

Diversity & inclusion

Relocation & rotation options

Comprehensive benefits

Job summary

GlobalLogic is partnering with a leading threat intelligence platform to design an enterprise‑scale HITL AI agent system. You will accelerate analyst decisions by integrating generative AI with advanced retrieval and evaluation workflows.

The role emphasizes building hybrid search pipelines, evaluation methods, and automated reporting with source attribution, enabling scalable threat analysis across enterprise sources.

Qualifications

• 5+ years of engineering experience including 2+ years on production retrieval‑augmented generation (RAG) or search systems.
• Experience with embeddings and vector databases; knowledge of hybrid search and rerankers.
• Proficiency in Python from prototype to production.

Responsibilities

• Build hybrid retrieval over enterprise sources (vector and keyword search) with reranking and permission-aware filtering.
• Index decision points and retrieve the right examples at runtime for the precedent store.
• Deliver report generation and explanation layers with source attribution.

Skills

Python

RAG

Vector databases

Hybrid search

LLM evaluation

Tools

Vertex AI

pgvector

Job description

Description

GlobalLogic takes an opportunity to partner with a leading global threat intelligence platform to design and deliver an enterprise‑scale, Human‑in‑the‑Loop (HITL) AI agent platform. The initiative centers on accelerating expert analyst decision‑making by augmenting high‑complexity threat intelligence workflows with cutting‑edge generative and agentic AI systems.

Requirements

Essential qualifications

• 5+ years of engineering, including 2+ years on production retrieval‑augmented generation (RAG) or search systems.
• Embeddings, vector databases (Vertex AI Vector Search, pgvector or similar), hybrid search and rerankers.
• LLM evaluation methods and tooling (Ragas, DeepEval, custom judges, golden‑set design).
• Strong Python, from prototype through to production code.

Desirable Qualifications

• An information retrieval or NLP research background.
• Vertex AI Search, BigQuery, and in‑context learning optimization (for example, DSPy).
• Structured report generation and citation grounding.

Job responsibilities

• Build hybrid retrieval over enterprise sources (vector and keyword search), with reranking and permission‑aware filtering.
• Build the precedent store: index decision points with human decisions and rewards, and retrieve the right examples at runtime.
• Deliver report generation and explanation layers with source attribution.
• Build automated evaluation: golden datasets, LLM‑as‑judge, regression suites, and A/B tests of few‑shot strategies.
• Apply the dynamic few‑shot approach to the LLM stage of alert triage.

What we offer

Empowering Projects

With 500+ clients spanning diverse industries and domains, we provide an exciting opportunity to contribute to groundbreaking projects that leverage cutting‑edge technologies. As a team, we engineer digital products that positively impact people’s lives.

Empowering Growth

We foster a culture of continuous learning and professional development. Our dedication is to provide timely and comprehensive assistance for every consultant through our dedicated Learning & Development team, ensuring their continuous growth and success.

DE&I Matters

At GlobalLogic, we deeply value and embrace diversity. We are dedicated to providing equal opportunities for all individuals, fostering an inclusive and empowering work environment.

Career Development

Our corporate culture places a strong emphasis on career development, offering abundant opportunities for growth. Regular interactions with our teams ensure their engagement, motivation, and recognition. We empower our team members to pursue their career goals with confidence and enthusiasm.

Comprehensive Benefits

• In addition to equitable compensation, we provide a comprehensive benefits package that prioritizes the overall well‑being of our consultants. We genuinely care about their health and strive to create a positive work environment.

Flexible Opportunities

• At GlobalLogic, we prioritize work‑life balance by offering flexible opportunities tailored to your lifestyle. Explore relocation and rotation options for diverse cultural and professional experiences in different countries with our company.

About GlobalLogic

GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward‑thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.