Mô Tả Công Việc
Join us in revolutionizing how businesses interact with data! We're the Vietnam-based AI team of a $400M/year US healthcare company building a cutting-edge platform that augments Business Intelligence with Agentic AI. Imagine a chat interface that doesn't just fetch data, but allows users to interact with structured information intuitively, receive deep-dive analyses, and get actionable business suggestions – all powered by intelligent agents. Our ultimate vision is to replace traditional Data Analysis and BI with a smarter, more proactive AI-driven solution. If you're passionate about using LLMs to build the future of data analytics, this is your opportunity. Bonus: We provide a bonus to compensate candidates giving up a 13th month bonus leaving a job mid-year. Key Responsibilities
Architect and Scale Core Systems: Lead the design, implementation, and optimization of highly scalable, fault-tolerant backend services and non-blocking APIs using Python (FastAPI) or Java (Vert.x, Quarkus). Ensure services handle high throughput with minimal latency.
End-to-End Product Delivery: Drive the full lifecycle of product features—from requirements gathering and prototyping through testing, deployment, and iteration—working closely with product managers, UX designers, and DevOps.
Champion Asynchronous Patterns: Build and maintain event-driven, asynchronous processing pipelines (e.g., message queues, pub/sub) to support real-time data ingestion, processing, and integrations.
Performance & Reliability: Establish and enforce best practices for monitoring, observability, and automated testing. Identify bottlenecks and implement caching, connection pooling, backpressure, and rate-limiting strategies to sustain 99.9%+ uptime.
Comprehensive Service Monitoring: Design, deploy, and maintain end-to-end observability solutions using Prometheus for metrics collection and Grafana for visualization and alerting.
AI & RAG Applications: Architect Retrieval-Augmented Generation (RAG) solutions and intelligent agents that solve real-world problems—integrating vector stores, LLM APIs (e.g., OpenAI), and custom prompting frameworks.
Mentorship & Collaboration: Provide technical leadership and mentorship to mid-level engineers, foster a culture of code quality, and collaborate across cross-functional teams to drive continuous improvement.
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Yêu Cầu Công Việc
Required Qualifications
5+ years of software engineering experience, with a proven track record of building and operating production-grade, scalable applications.
Expertise in Python & FastAPI or Java (Vert.x, Quarkus): Deep familiarity with asynchronous programming (async/await in Python or non-blocking event loops in Java), concurrency models, and profiling/tuning of services.
API Design Mastery: Hands-on experience building RESTful, GraphQL, or gRPC APIs that support high request volumes; strong understanding of HTTP/2, WebSockets, and protocol optimizations.
Cloud & Infrastructure: Proficient with AWS, GCP, or Azure; containerization with Docker; orchestration using Kubernetes/Helm; Infrastructure-as-Code (Terraform, CloudFormation).
Data Storage & Caching: Solid background in relational (PostgreSQL, MySQL) and NoSQL (MongoDB, Redis, DynamoDB) databases; designing data schemas for performance and scalability.
Asynchronous Ecosystems: Experience with message brokers (Kafka, RabbitMQ, AWS SQS), task queues (Celery, AWS Lambda) or Java equivalents, and stream-processing frameworks.
Preferred Qualifications
RAG & Agent Development: Practical experience implementing Retrieval-Augmented Generation pipelines, vector search (e.g., Pinecone, Weaviate), and building autonomous agents with LangChain or similar frameworks.
AI/ML Collaboration: Familiarity with embedding-based search, prompt engineering, chaining, and orchestration of multi-LLM workflows.
Observability & Security: Strong grasp of logging, tracing (OpenTelemetry), metrics (Prometheus/Grafana), and security best practices (OAuth2, JWT, encryption).
Leadership & Communication: Excellent verbal and written English skills; demonstrated ability to influence technical direction and collaborate effectively across teams.
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Hình thức
Full-time
Quyền Lợi
Great compensation + 13th month bonus
Mission-driven startup culture (less politics) in a growing company ($400M in annual revenues!)
Build with a great team at the frontiers of AI with strong focus on learning
Opportunities to rotate to our US office (if desired)
Leaving bonus: We provide a bonus to compensate candidates giving up a 13th month bonus leaving a job mid-year.
Mức lương
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