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Job Description
Job type: Contract (1 year extendable)
Job location: Singapore
Salary: $7500
Key Responsibilities
Generative AI & Agentic AI
•Design and develop AI agents using modern agent frameworks.
•Build and optimize RAG (Retrieval-Augmented Generation) solutions.
•Develop agent orchestration workflows and tool-calling frameworks.
•Implement prompt engineering, evaluation, reflection, and memory capabilities.
•Build reusable AI components that can be leveraged across multiple business use cases.
Machine Learning & Data Science
•Develop machine learning models for:
oClient propensity prediction
oRecommendation systems
oClassification and ranking
oBehavioral analytics
oNext-best-action recommendations
•Perform data exploration, feature engineering, and model evaluation.
•Analyze large structured and unstructured datasets to generate actionable insights.
•Monitor model performance and continuously improve accuracy and relevance.
AI Application Development
•Build production-ready AI services and APIs.
•Integrate AI solutions with enterprise systems and data sources.
•Implement monitoring, observability, and evaluation frameworks.
•Optimize AI solutions for performance, scalability, and cost efficiency.
Required Qualifications
Experience
•Experience in:
oMachine Learning Engineering
oData Science
oAI Engineering
oAdvanced Analytics
•Hands-on experience building and deploying ML or AI solutions into production.
Technical Skills
Programming
•Python (mandatory)
•SQL
•REST APIs
Machine Learning
Experience with:
•Scikit-Learn
•XGBoost / LightGBM
•TensorFlow or PyTorch
Generative AI – (MANDATORY)
Experience in all the following areas:
•RAG
•Vector Search
•LLM Applications
•Dify
•Agentic AI frameworks
Data Engineering
Knowledge of:
•Data pipelines
•Data transformation
•Feature engineering
•Data quality management
Cloud & DevOps
Experience with:
•OCP (Openshift Platform)
•Docker
•Kubernetes
•CI/CD pipelines
•Git
Preferred Qualifications
•Experience with financial services, banking, capital markets, or wealth management.
•Experience building recommendation engines or personalization solutions.
•Experience with search, retrieval, and knowledge management platforms.
•Familiarity with MLOps, LLMOps, and AI governance practices.
•Experience working with unstructured document repositories and enterprise knowledge sources.
Saghana Sithara
Business Manager, Recruitment | Singapore
Registration No: R1550224
More Info
Key Skills
Agentic AI frameworks
Data quality management
LightGBM
Vector Search
Scikit-Learn
Feature engineering
CI CD pipelines
LLM Applications
RAG
Dify
Data pipelines
OCP Openshift Platform



