- Singapore
工作地点
职位描述
岗位职责
We're Hiring: AI Engineer!
Job SummaryWe are looking for an AI Engineer to develop and deploy Generative AI, Machine Learning, and data science solutions that address business challenges. The role involves collaborating with stakeholders, building AI-powered applications, developing data science models, and integrating AI capabilities into business systems.
Key ResponsibilitiesCollaborate with business users to understand business needs and identify suitable AI use cases.
Design and develop solutions using Generative AI, Machine Learning, and data science techniques.
Build and maintain AI applications, data science models, and agentic AI solutions.
Research and evaluate emerging AI technologies, including LLMs, AI agents, predictive analytics, fraud and anomaly detection, text analytics, and customer segmentation.
Perform data preprocessing, cleaning, feature engineering, and analysis.
Develop backend APIs and services for AI model deployment and integration.
Build frontend interfaces and user experiences for AI-powered applications.
Identify, review, and resolve reported security vulnerabilities.
Support the deployment and maintenance of production-grade AI applications.
Bachelor’s degree in Computer Science, Computer Engineering, Artificial Intelligence, Machine Learning, Data Science, or a related discipline.
Experience with cloud platforms and services, preferably AWS.
Understanding of LLM concepts, including context windows, embeddings, chunking, and token management.
Knowledge of Retrieval-Augmented Generation (RAG), vector databases, and embedding techniques.
Experience with context engineering, harness engineering, and prompt optimization.
Understanding of AI agent frameworks and multi-agent systems, such as LangChain, LangGraph, and DeepAgents.
Experience with backend and full-stack development using frameworks such as FastAPI, Flask, or Express.js.
Knowledge of RESTful API development and frontend technologies such as React, Vue.js, HTML/CSS, and TypeScript.
Experience with Docker and Kubernetes for application deployment.
Proficiency in Git, SQL, and modern programming languages such as TypeScript or C#.
Experience with Business Intelligence tools such as Tableau, Qlik, Power BI, or MicroStrategy.
Strong communication and presentation skills, with the ability to explain technical concepts to non-technical stakeholders.
Eager to drive innovation? Apply now and help shape the future with us!
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