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Data Scientist
ICT
💰 Salary Not shared
📊 Market S$6,000–S$10,000/mo (S$72,000–S$120,000/yr)
About the Company
The Unifying Trust Layer for AI AvePoint is the global leader in data protection, unifying data security, governance, and resilience to provide a trusted foundation for AI. More than 28,000 customers rely on the AvePoint Confidence Platform to secure, govern, and rapidly recover data across Microsoft, Google, Salesforce, and other cloud environments. With a single platform for lifecycle control, multicloud governance, and rapid recovery paired with clear ownership across the business, we prevent overexposure and sprawl, modernize legacy and fragmented data, and minimize data loss and interruption. Our global partner ecosystem includes 6,000 MSPs, VARs, and SIs, and our solutions are available in over 100 cloud marketplaces. To learn more, visit www.avepoint.com. Data Security Software Products Specialties: SharePoint Governance, SharePoint Migration, SharePoint Management, SharePoint Integration, SharePoint Optimization, SharePoint Reporting, SharePoint Protection, Office 365 Migration, Office 365 Management, Office 365 Protection, Office 365 Governance, Microsoft Teams Governance, Power Platform Governance
Responsibilities
- ● Your roles and responsibilities include:
- ● 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)
- ● Data wrangling & analysis - preprocessing, cleaning and feature engineering
- ● Supporting the 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;
- ● JOB REQUIREMENTS
- ● To perform this role, you must have/ be:
- ● Minimum of Bachelor's Degree in Computer Science, Computer Engineering, Machine Learning / Data Science / AI or related disciplines;
- ● Able 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)
- ● Proficient in git, SQL
- ● Proficient in Business Intelligence tools (e.g. Tableau, Qlik, MS PowerBI, Microstrategy)
- ● Bonus skillsets which will allow you to excel in this role include:
- ● Proficient in modern programming languages (e.g. typescript, C)
- ● Knowledge of vector databases and embedding techniques (e.g. Pinecone, Chroma, FAISS)
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