SalaryPeak

Data Engineer(AI, LLM, NLP, MLOps , Python)

NEPTUNEZ SINGAPORE PTE. LTD.
Singapore 2+ years Posted Yesterday

Salary Range

SGD 72,000 - SGD 93,600 /year

SGD 6,000 - SGD 7,800/month

Skills Required

Machine LearningAWSNatural Language ProcessingGoal OrientedClassificationArtificial IntelligenceJavaScriptWindows Azure platformPythonData Science

Job Description

Responsibilities:

  • Design and implement end-to-end AI solutions using LLMs (e.g., GPT-based or open-source models)
  • Build and optimize Retrieval-Augmented Generation (RAG) pipelines for enterprise use cases
  • Develop agentic AI systems capable of autonomous reasoning, planning, and task execution
  • Architect and deliver goal-based AI platforms with full-stack capabilities (frontend, backend, APIs)
  • Integrate AI models into scalable applications using microservices architecture
  • Deploy, monitor, and scale AI workloads on AWS (e.g., EC2, S3, Lambda, SageMaker)
  • Apply NLP techniques for text processing, semantic search, classification, and summarization
  • Work with vector databases (e.g., Pinecone, FAISS, OpenSearch)
  • Ensure model performance, reliability, and security in production environments
  • Collaborate with cross-functional teams including product, data, and DevOps

Requirements

  • 2+ years of experience in AI Engineering, Data Science, Machine Learning, or related fields.
  • Hands-on experience in Generative AI,
  • Hands on experience in Large Language Models (LLMs)
  • Hands on experience in Natural Language Processing (NLP)
  • Hands on experience in Python
  • Hands on experience in MLOps
  • Hands-on experience with cloud platforms such as Azure and AWS.
  • Experience building full-stack applications using JavaScript, React, APIs, and SQL databases.
  • Familiarity with Agile methodologies, JIRA.
  • Experience leading teams and managing stakeholders.
  • Strong analytical, problem-solving, and communication skills.