Nächste Stelle
FULL TIMEYerevan, Armenia · RemoteVeröffentlicht 6/30/2026remote
Lead AI Engineer
By EPAM Systems
Übersicht
EPAM is looking for a Lead AI Engineer to serve as the technical owner of a connector implementation for Drug/Drug Interaction analysis. This role focuses on designing and building a Smart Connector using vanilla LangChain and LangGraph, architecting agentic orchestration, transforming natural-language questions into structured queries, validating a proof of concept, and ensuring statistical and clinical correctness in collaboration with Data Scientists and Pharma subject matter experts.
Aufgaben
- Design and build the Drug/Drug Interaction Smart Connector using vanilla LangChain and LangGraph.
- Architect agentic orchestration that converts natural-language questions into structured queries.
- Integrate structured queries with the PharmaPendium Advanced Search API.
- Ensure retrieval through the FAERS module endpoint is reliable and traceable.
- Lead a lightweight proof of concept to validate the implementation.
- Resolve compatibility issues before they become blockers.
- Build connector logic for candidate drug-pair generation ranked by interaction strength.
- Implement MedDRA classification across generic and clinical phenotype terms.
- Compute PRR/ROR disproportionality and produce traceable output tables.
- Generate consistent outputs with case counts, statistical measures, and signal-only interpretation flags.
- Write clean, well-documented code structured for Codex-assisted refactoring.
- Collaborate with Data Scientists and Pharma SMEs to ensure statistical and clinical correctness.
- Tune the connector against an agreed Golden Q&A set.
- Support validation, acceptance baseline achievement, and handover.
Anforderungen
- 5+ years of experience in AI engineering or related technical roles.
- Expertise in vanilla LangChain and LangGraph.
- Strong experience designing agentic orchestration for natural-language-to-structured-query workflows.
- Experience integrating with APIs, preferably PharmaPendium Advanced Search API or similar search APIs.
- Understanding of FAERS module endpoint integration or adverse event data retrieval is a strong advantage.
- Knowledge of MedDRA classification across generic and clinical phenotype terms.
- Ability to work with PRR/ROR disproportionality computation and statistical measures.
- Experience leading proof-of-concept implementations.
- Ability to resolve compatibility issues for future platform refactoring.
- Strong clean-code and documentation practices.
- Ability to collaborate with Data Scientists, Pharma SMEs, and engineering stakeholders.
- English proficiency at B2 level or higher.
Kenntnisse
Artificial IntelligenceEngineeringLangChainLangGraphAgenticOrchestrationLlmNaturalLanguageProcessingStructuredQueriesAPIIntegrationPharmaPendiumFaersDrugInteractionAnalysisMedDRAPrrRorDisproportionalityStatisticalMeasuresDataRetrievalProofOfConceptConnectorDevelopmentPythonCleanCodeTechnicalDocumentationCodex-assistedRefactoringScienceCollaborationPharmaDomainClinicalMachineLearningEnglishB2C1
EPAM Systems
EPAM Systems is a leading global provider of digital platform engineering and software development services. Founded in 1993, EPAM partners with enterprises and fast-growing companies to design, build, and scale complex digital solutions across industries such as finance, healthcare, retail, travel, and technology.
The company combines deep engineering expertise with strong capabilities in cloud, data, AI, cybersecurity, and experience design. EPAM is publicly traded on the NYSE and is widely recognized for delivering mission-critical systems and large-scale digital transformation programs for global clients.
EPAM Systems is a leading global provider of digital platform engineering and software development services. Founded in 1993, EPAM partners with enterprises and fast-growing companies to design, build, and scale complex digital solutions across industries such as finance, healthcare, retail, travel, and technology. The company combines deep engineering expertise with strong capabilities in cloud, data, AI, cybersecurity, and experience design. EPAM is publicly traded on the NYSE and is widely recognized for delivering mission-critical systems and large-scale digital transformation programs for global clients.