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Data Scientist (Associate Consultant) at AvePoint | Singapore

AvePointSingapore
On-site Full-time

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Experience Level

Experience

Qualifications

To be considered for this role, you should possess the following:A minimum of a Bachelor’s Degree in Computer Science, Computer Engineering, Machine Learning, Data Science, AI, or a related field. The ability to comprehend and apply various AI/ML techniques for regression and classification tasks. Familiarity with popular Python libraries, such as pandas, matplotlib, scikit-learn, XGBoost, NLTK, and spaCy. An 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. Proficiency in Git and SQL. Proficiency in Business Intelligence tools (e.g., Tableau, Qlik, MS PowerBI, Microstrategy). Preferred qualifications that will help you excel in this role include:Proficiency in modern programming languages (e.g., TypeScript, C#). Experience with cloud platforms and services, preferably in AWS. Experience with Docker/Kubernetes. Experience with web frameworks and full-stack development.

About the job

As a Data Scientist (Associate Consultant) at AvePoint, you will leverage data science and Generative AI methodologies to craft innovative models and products that enhance various divisions within the Economic Development Board (EDB), including investment promotion, industry development, and corporate functions. You will collaborate closely with key stakeholders to pinpoint business challenges, translate needs into actionable technical solutions, and deliver AI and Machine Learning products that yield substantial outcomes.

Your primary responsibilities will encompass:

  • Engaging with business users to comprehend their key priorities and use cases, while proposing and implementing solutions through data science and Generative AI techniques to maximize business value.
  • Exploring emerging AI/data science methodologies and identifying promising techniques for EDB to consider and adopt, such as Agentic AI, LLMs, Predictive Analytics, Fraud/Anomaly Detection, Text Analytics, and Customer Segmentation.
  • Conducting data wrangling and analysis, including 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 facilitate AI model deployment and integration.
  • Creating frontend interfaces and user experiences for AI-powered applications.
  • Documenting updates and changes to existing products.
  • Reviewing and implementing solutions for reported security vulnerabilities.

About AvePoint

AvePoint is a leading provider of solutions that empower organizations to manage and optimize their data and collaboration platforms. With a strong focus on innovation and customer success, AvePoint delivers cutting-edge technologies that drive efficiency and productivity across various sectors.

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