全职 Databricks Engineer (Contract) 工作, 薪水 up to SGD 10,000, ICON OUTSOURCING 公司招聘中 - Ricebowl

Responsibility

Collaborating with business users to understand their key priorities and use cases; proposing and developing solutions using data science and/or Generative AI techniques to drive business value

Researching emerging AI/data science techniques and identifying relevant ones for EDB to explore and adopt (e.g., agentic, LLM, predictive, fraud/anomaly detection, text analytics, customer segmentation), Integrate Databricks with cloud platforms such as AWS, Azure or GCP and Implement CI/CD pipelines for Databricks projects.

Data wrangling & analysis - preprocessing, cleaning and feature engineering

Supporting daily operations and maintenance of deployed data science models and products, including assistants on PAIR/AIBots

Developing backend APIs and services to support AI model deployment and integration

Building frontend interfaces and user experiences for AI-powered applications

Documenting changes to existing products

Reviewing and implementing fixes for reported security vulnerabilities.

Requirements

Minimum of a bachelor's degree in computer science, computer engineering, machine learning/data science/AI or related disciplines;

Able to to understand and apply a range of AI/ML techniques for regression and classification

Familiar with popular Python packages (e.g., pandas, matplotlib, scikit-learn, XGBoost, NLTK, spaCy)

Understanding of LLM concepts (e.g. context windows, embeddings, chunking, token management) and architectures (e.g. RAG)

Experience with context engineering techniques and prompt optimization strategies

Proficient in git, SQL

Proficiency in business intelligence tools (e.g., Tableau, Qlik, MS Power BI, Microstrategy)

ICON OUTSOURCING