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About the Role

This posting is part of our Talent Pipeline Initiative, proactively connecting with talent interested in future opportunities over the next 3-6 months. Strong candidates will be prioritized as roles become available.

Responsibilities

• Use data science and Generative AI techniques to develop models and products supporting various divisions.
• Partner with stakeholders to identify business challenges and translate requirements into technical solutions.
• Deliver AI and Machine Learning products that drive measurable outcomes.
• Collaborate with business users to understand priorities and propose solutions using data science and/or Generative AI.
• Research emerging AI/data science techniques and identify relevant ones for adoption.
• Perform data wrangling, preprocessing, cleaning, and feature engineering.
• Support daily operations and maintenance of deployed data science models and products.
• Develop backend APIs and services for AI model deployment and integration.
• Build frontend interfaces and user experiences for AI-powered applications.
• Document changes to existing products.
• Review and implement fixes for reported security vulnerabilities.

Requirements

• Minimum Bachelor’s Degree in Computer Science, Computer Engineering, Machine Learning / Data Science / AI or related disciplines.
• Ability to understand and apply a range of AI/ML techniques for regression and classification.
• Familiarity 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.
• Proficiency in git and SQL.
• Proficiency in Business Intelligence tools (e.g., Tableau, Qlik, MS PowerBI, Microstrategy).
• Proficiency in modern programming languages (e.g., TypeScript, C#).
• Experience in cloud platforms and services, preferably AWS.
• Experience with Docker/Kubernetes.
• Experience with web frameworks and full-stack development, including backend frameworks (e.g., FastAPI, Flask, Express.js) and RESTful API development, and frontend technologies (e.g., React, Vue.js, HTML/CSS, TypeScript).
• Experience with LLM frameworks (e.g., LangChain, LlamaIndex, Hugging Face Transformers).
• Knowledge of vector databases and embedding techniques (e.g., Pinecone, Chroma, FAISS).
• Understanding of AI agent frameworks and multi-agent systems.

Skills

• Data Science
• Generative AI
• AI
• Machine Learning
• Python
• Pandas
• Matplotlib
• Scikit-learn
• XGBoost
• NLTK
• spaCy
• LLM
• RAG
• Context Engineering
• Prompt Optimization
• Git
• SQL
• Business Intelligence
• Tableau
• Qlik
• MS PowerBI
• Microstrategy
• TypeScript
• C#
• AWS
• Docker
• Kubernetes
• Web Frameworks
• Full-Stack Development
• FastAPI
• Flask
• Express.js
• RESTful API Development
• React
• Vue.js
• HTML
• CSS
• LangChain
• LlamaIndex
• Hugging Face Transformers
• Vector Databases
• Embeddings
• Pinecone
• Chroma
• FAISS
• AI Agent Frameworks
• Multi-Agent Systems

Location

• Singapore

Work Type

• Flexi-place
• Flexi-time
• Flexi-load

Education Level

• Bachelor’s Degree in Computer Science, Computer Engineering, Machine Learning / Data Science / AI or related disciplines

Salary/Compensations

• Market competitive salary and variable performance bonus

Benefits

• Outpatient medical coverage
• Specialist medical coverage
• Generous customisable flexi benefits or flexi allowance
• Life insurance
• Health insurance
• Special occasions red packet
• CNY goodies

About the Company

• Activate Interactive Pte Ltd (“Activate”) is a leading technology consultancy headquartered in Singapore with a presence in Malaysia and Indonesia.
• Clients are empowered with quality, cost-effective, and impactful end-to-end application development, including mobile and web applications, and cloud technology.
• We believe in positively impacting lives and the environment through technology.
• We are committed to providing a conducive environment for employees to realize their full potential and drive innovation.

Equal Opportunity

• Activate Interactive Singapore is an equal opportunity employer.
• Employment decisions will be based on merit, qualifications and abilities.
• Activate Interactive Pte Ltd does not discriminate in employment opportunities or practices on the basis of race, colour, religion, gender, sexuality, national origin, age, disability, marital status or any other characteristics protected by law.