Data Engineer-Python ,SQL,LLM,NLP
Summary
Build and maintain scalable data pipelines and AI systems using Python, SQL, NLP, and LLM technologies to support data-driven decision-making.
We're Hiring: Data Engineer!
We are looking for a skilled and detail-oriented Data Engineer to join our dynamic team in Singapore. The ideal candidate will be responsible for designing, building, and maintaining scalable data pipelines that support our data-driven decision-making processes.
Location: Singapore, Singapore
Work Mode: Work from Office
Role: Data Engineer
What You'll Do:
Coreskills
- Python
- SQL
- Machine learning
- Data science and statisticalanalysis
- Experiment design andevaluation methodologies
- NLP (Natural LanguageProcessing)
- Generative AI and largelanguage models (LLMs)
- Embeddings and vector databases
- Prompt engineering
- Information retrieval andsearch technologies
- Error analysis and modelvalidation
- Git and software developmentpractices
Preferredskills
- Azure OpenAI, AWS Bedrock orGoogle Vertex AI
- MLOps and model monitoring
- Cloud-native AI services
- Responsible AI frameworks
- Multilingual NLP
- Translation evaluation
- Experience working withpublic-sector organisations
Responsibilities
- Develop and maintain evaluationframeworks for NLP and GenAI use cases.
- Design experiments to improvemodel quality, accuracy, reliability, latency and cost.
- Perform error analysis andidentify opportunities for optimisation.
- Collaborate with productowners, engineers and business stakeholders.
- Deploy, monitor andcontinuously improve AI-enabled solutions.
- Ensure compliance withsecurity, privacy and responsible AI requirements.
Experiencerequirements
- Preferred experience: 5–8 years
- Candidates with strong AI, NLPand GenAI experience will be prioritised.
- Production deploymentexperience is highly desirable.