JobRole:
Weareseekingahands-onAIEngineer(oraDataScientistwithstrongAIengineering
experience)totakeownershipofourproduction-gradeGenerativeAIecosystem.Youwill
build,deploy,andmaintainadvancedLLMworkflowsfocusingonRAGandagenticrouting
thatintegratedirectlyintoliveenterpriseapplicationstodeliveractionablebusinessinsights.
.Architect&Build:DesignandmaintainscalableRetrieval-AugmentedGeneration
(RAG)pipelinesandsmartroutingmechanismstooptimizehowLLMsprocess
varyingbusinessqueries.
.Deploy&Automate:DesignCI/CDpipelinestoautomatethedeploymentofmodel
updates,prompts,andbackendlogicwithzerodowntime.
.Integrate&Connect:SeamlesslylinkourAIworkflowsintoenterprisesoftware
productsbyintegratingwithexistingbackendAPIsanddataservices.
.Monitor&Debug:Activelytracesystemhealthinproduction,pinpointingand
resolvinglatencybottlenecks,retrievalfailures,orpromptinefficiencies.
.Collaborate:Workdirectlywithprojectleadershiptotranslatecomplexbusiness
requirementsintotechnicalAIfeatures.
CoreCompetencies:
.Experience:ExperienceasanAIEngineer,orasaDataScientistwithstrong
appliedAIengineeringexperience.MusthaveadvancedPythonandstrongSQL
programmingskillsfordataextractionandpipelinedevelopment.
.PromptEngineering:Provenexpertiseindesigning,testing,andoptimizing
complexpromptsforvariousLLMstoensurehighaccuracy,groundedresponses,
andcost-efficiency.
.GenAIOrchestration:Deeppracticalexperiencebuildingcomplexworkflowswith
LangChain.
.VectorInfrastructure:Production-levelexperiencemanagingandqueryingvector
databases(specificallyChromaDB,orsimilarlikePinecone/Milvus).
.Observability:Hands-onexperiencedebuggingandtracingliveAIapplications
usingLangfuse(orequivalenttrackingtools).
.Cloud&MLOps:
oProficiencyinatleastonemajorcloudplatform(Azure,AWS,orGCP).
oExperiencewithCI/CDtools(e.g.,GitHubActions,GitLabCI,AzureDevOps).
oFamiliaritywithcontainerization(Docker)andRESTfulAPIintegration.
AddedAdvantage
.ExperiencebuildingautonomousagentswithframeworkslikeLangGraphor CrewAI.
.FamiliaritywithAIevaluationframeworks(e.g.,RAGAS)ormodelfine-tuning (PEFT/LoRA).
.Priorexposuretolifesciences,pharma,orhealthcaredata.
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