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.
About NEPTUNEZ SINGAPORE PTE. LTD.
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