Mô tả công việc
PURPOSE OF THE ROLE: Design, build and operationalise production‐grade Generative AI and Large Language Model (LLM) solutions that unlock business value for Peterson Solutions and its clients - e.g., intelligent document processing, knowledge assistants and automated content generation. The role owns the full solution lifecycle (research → prototype → production), ensures reliability and cost‐effectiveness in Azure, and collaborates closely with product, data and DevOps teams to deliver measurable impact.
JOB RESPONSIBILITIES:
End‐to‐end ownership of Generative AI features from feasibility study, model selection and prompt/agent design to production roll‐out and monitoring.
Architect and implement Retrieval‐Augmented Generation (RAG) pipelines: data ingestion, embedding creation and vector search.
Develop prompt schemas, function calling and agent workflows with Semantic Kernel or LangChain.
Integrate Azure OpenAI, Azure AI Search or other LLM endpoints into the existing micro‐service architecture (REST/GraphQL).
Establish robust MLOps practices: Docker packaging, CI/CD, automated testing, observability dashboards and cost optimisation.
Track and improve model KPIs (accuracy, latency, hallucination rate) through continuous experimentation and A/B testing.
Partner with
Product Owners to translate business requirements into technical roadmaps and deliverables.
Produce high‐quality technical documentation and conduct knowledge‐sharing sessions for engineers and non‐technical stakeholders.
Yêu cầu
Essential
Bachelor's degree (or higher) in Computer Science,
Software Engineering, Data Science or a related field.
≥ 3 years' experience in machine learning/NLP, including ≥ 1 year hands‐on with LLMs or Generative AI.
Strong coding proficiency in C#r Python / [protected info]
Demonstrated success in deploying an AI solution to production.
Deep understanding of LLM architectures, prompt engineering, fine‐tuning and parameter‐efficient techniques.
Practical expertise with Semantic Kernel or LangChain and at least one vector database (Azure AI Search, Pinecone, Weaviate, ETC.).
Familiarity with cloud AI stacks-Azure strongly preferred; AWS/GCP equivalents a plus.
Solid grasp of software‐engineering best practices: Git, design patterns, containerisation, Agile delivery.
Excellent analytical, problem‐solving and communication skills; proficient English (spoken & written).
Nice to Have
Experience with Intelligent Document Processing (Azure Form Recognizer, LayoutLM, OpenCV).
Knowledge of responsible‐AI guardrails (content moderation, data privacy, bias mitigation).
Past deployment of chatbots or knowledge assistants to Microsoft Teams, Slack or web channels.
Contributions to open‐source GenAI projects or published research.
Quyền lợi
Working hours: Monday to Friday, 8:30 AM - 5:30 PM (hybrid/ remote working mode).
Competitive salary & 100% salary during probation; Year-end bonus, Annual Salary review.
Personal Health-care insurance.
Annual teambuilding and health check-up.
Social insurance, health insurance, unemployment insurance according to Labour Laws (full salary).
Provided with a laptop all necessary equipment for work.
International working environment with a culture of trust and close collaboration in small teams.
Personalized training and development programs to maximize your potential, opportunities for professional and personal growth in a dynamic company.
Plus all the cool office perks: Free coffee, snacks, events, and personalized workstations tailored to your needs.
Thông tin khác
Địa điểm làm việc
TP.HCM:182-184 Bùi Tá Hán, khu phố 5, phường An Phú, Thủ Đức
Thông tin chung
Cách thức ứng tuyển
Ứng viên nộp hồ sơ trực tuyến bằng cách bấm nút Ứng tuyển bên dưới:
Hạn nộp: 08/12/2025
