Senior AI Platform Engineer - Knowledge & Reasoning

Esko (Veralto)Manyata Tech Park, BangalorePosted a month ago

Lead or staff
Hybrid
Full time
8+ years

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About the role

Esko's AI team builds AI capabilities to automate challenging customer problems in packaging workflows. You will develop shared platform services for representing, retrieving, validating, and explaining contextual knowledge used by AI systems.

What you'll do

Design knowledge models for constraints, procedures, transformations, and guidelines
Build services for ingesting, curating, retrieving, and versioning knowledge
Define workflows combining semantic retrieval, deterministic validation, and human review
Implement reusable APIs and tools for applying and explaining contextual knowledge
Build evaluation suites for retrieval, applicability, conflict handling, and explanations
Partner with domain experts to structure expertise with provenance and release practices

Skills

Must have

Python
TypeScript
Java
RAG
Information extraction
Structured validation
Knowledge representation
Semantic retrieval
Evaluation dataset construction

Nice to have

Rdf/owl
Shacl
Datalog
Dmn
Production rule engines
Policy-as-code
Agentic systems
Multi-tenant SAAS

Tools

Json schema
Pydantic

Who it's for

Education: Bachelor's degree
Degree: computer science, machine learning, data science, artificial intelligence
Experience: 8+ years
Domain: packaging software