Mô Tả Công Việc
We are looking for a results-driven Python Developer specializing in building AI-powered automation workflows using LangChain. Strong proficiency in document/email processing, ETL pipelines, MongoDB, Chroma, and data manipulation with Pandas. Bonus expertise in Salesforce plugin development with Java, enabling seamless integration with CRM workflows. Ideal for transforming unstructured communication into structured, actionable insights.Your Responsibilities:Email & Document Parsing:Extract metadata, content, attachments from email servers or shared drivesParse PDFs, Word docs, HTML, plain text using reliable librariesCase Generation Pipeline:Transform raw unstructured inputs into structured, queryable "cases"Use LLMs to classify, extract intent, and associate case metadataData Hydration & Enrichment:Query MongoDB and external APIs (e.g., Salesforce) to enhance data completenessUpdate or create Salesforce records via plugin interfaces if neededAI Workflow Orchestration (LangChain):Implement step-based chains to analyze case dataIntegrate Chroma vector searches for semantic enrichmentUse LLM reasoning to output decisions/actionsETL Management:Build robust pipelines with retry logic, logging, and monitoringOptimize large-scale data transformations using PandasHandle schema changes and maintain backward compatibilityBonus: Salesforce Plugin DevelopmentJava experience with Salesforce plugin/API developmentAble to push/pull data to/from Salesforce for contextual case enrichmentCan work with Salesforce Events, Flows, or REST APIs from both Java and Python layers
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Yêu Cầu Công Việc
Your required Technical Skills and Experiences:Languages & FrameworksPython (Advanced – automation, AI pipelines, API development)Java (for Salesforce plugin/custom integration)FastAPI / Flask (API layer)Pandas (ETL & data wrangling)LLMs & AI ToolsLangChain (Chains, agents, tools, retrievers, RAG architecture)OpenAI / Anthropic LLMsPrompt EngineeringChroma (Vector store – semantic search, metadata filtering)Named Entity Recognition (NER), Summarization, ClassificationData & StorageMongoDB (primary data store – structured/unstructured data, case management)Chroma (vector search – for semantic document lookup)Salesforce (data sync & plugin development via Java-based integrations)JSON, YAML, and nested data structure manipulationETL & Data PipelinesEnd-to-end pipeline building: extraction, transformation, and loadPDF, email, and file ingestionData hydration: merging case data with internal DBs, CRM, and APIsSchedule and trigger-based processing
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Hình thức
Full-time
Quyền Lợi
Attractive salary: up to $2500 depends on your experiences and skills13th-month Salary bonus with Annual Salary Review or on excellent performanceGovernment Social Insurance, Unemployment Insurance for 100% SalaryHealth Insurance and Annual Health Check-upFull set of Working Devices ProvidedBirthday gift, Team Bonding Party, Company Trip and EventsA possibility to attend on-sites and conferences in Germany, Europe.Annual leaves: 15 days off and 01 Birthday Leave per year (exclusive of public holidays)An open and dynamic working environment with opportunity to be part of innovation team and global projectsNice office with free snacks and drinks in the centre of Hanoi at No. 1 Thai Ha St.Working Time: Monday to Friday (from 9AM to 12AM and 1PM to 6PM)
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