2 months ago
Bengaluru, IndiaSenior
Responsibilities
- Design knowledge representations for constraints, transformations, procedures, and guidelines that can be used by AI agents, deterministic validators, and human curators.
- Build and operate platform services for knowledge ingestion, curation, retrieval, and versioning with correct customer and workflow scoping.
- Define and implement interactions among semantic retrieval, deterministic validation, and human review, including ambiguity, conflicting evidence, uncertainty, and escalation.
- Design reusable APIs and tools for applying, validating, and explaining contextual knowledge.
- Construct evaluation suites for retrieval quality, applicability, conflict handling, ambiguity handling, and explanation quality.
- Own substantial technical areas end to end, including security, tenant isolation, reliability, observability, performance, and compatibility.
- Partner with domain experts and product engineering teams to create structured, testable knowledge with provenance, citation, and release practices.
Requirements
- Strong production software engineering experience in Python, TypeScript, Java, or a similar language.
- At least 5 years of experience in software engineering, preferably with ownership of a platform, API, or shared-services product used by multiple internal teams.
- Experience building knowledge, retrieval, or rule systems and selecting suitable formalisms such as schemas, decision tables, rules engines, graphs, or retrieval.
- Practical experience with RAG, information extraction, and structured validation using JSON Schema, Pydantic, or equivalent.
- Sound judgement regarding applicability, exceptions, missing evidence, ambiguity, human review, and when systems should decline to answer.
- Experience constructing evaluation datasets and clearly documenting modelling decisions, tradeoffs, and failure modes.
- An undergraduate, Master’s, or PhD degree in Computer Science, Machine Learning, Data Science, Artificial Intelligence, or a related discipline.
- Ability to work across a platform team and consuming domain engineering teams while balancing shared and team-specific priorities.
- Excellent written and verbal communication with technical and business stakeholders.
- Preferred experience includes RDF/OWL, SHACL, Datalog, DMN, production rule engines, policy-as-code, agentic systems with tool calling and validation-before-action, multi-tenant SaaS with strict isolation and audit requirements, high-accountability domains, legal technology, packaging graphics, or the graphic arts industry.
Benefits
- Flexible work arrangement: remote, hybrid, or based at an Esko location.
- Worldwide locations are considered.
Tech Stack
Categories
About Veralto
Veralto builds water analytics, treatment, and compliance solutions and product identification and color management systems for industrial, consumer goods, pharmaceutical, and municipal customers. Formed in 2023 as a spin‑off from Danaher, it operates brands including Hach, ChemTreat, Trojan Technologies, Videojet, Esko, X‑Rite, and Pantone. Veralto is headquartered in Waltham, Massachusetts, and is a publicly traded company on the NYSE under the ticker VLTO.