Senior Gen AI & ML Solutions Scientist

Tech Aalto Pte ltd; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

Tech Aalto Pte ltd in Singapore is seeking a Senior Data Scientist who loves solving real-world problems by applying Gen AI/ML methods. You will work with customers to understand business challenges and translate them into data-driven solutions.

The role involves delivering data science services, building models with Python/R, explaining results to non-technical stakeholders, training customers, and contributing to internal ML tooling and deployment practices.

Qualifications

• Proven experience in data science, machine learning, and AI with 2+ years hands-on experience.
• Experience with solving ML problems using Python and R; familiarity with ML tools and platforms.
• Strong knowledge of various ML techniques (supervised/unsupervised, clustering, trees, neural nets) and tuning.
• Experience with advanced statistics for practical data science applications.
• Experience with GLM/Regression, Random Forest, Boosting, text mining, and social network analysis.
• Experience visualizing data (EDA) and presenting to stakeholders using Python/R libraries or Tableau/Power BI.
• Familiarity with post-production model monitoring concepts and tools like ML Ops and MLFlow.
• Interest in Gen AI/LLMs, prompt engineering, RAG, LLMOps, and deployment of end-to-end ML pipelines.
• Excellent problem-solving and communication skills; able to explain complex concepts to non-technical stakeholders.

Responsibilities

• Deliver data science and ML professional services to customers; gather requirements, preprocess data, and develop data-driven solutions.
• Help build custom data models, transformations, scorers, and optimization metrics to improve training performance for customer use cases.
• Design and run training sessions for customers on data science concepts and product usage for audiences with varying skill levels.
• Explain model performance, interpretability, and post-deployment monitoring to ensure business decisions are data-driven.
• Contribute to developing ML solutions and AI applications for internal use and to advance our tech stack.

Skills

Data science

Machine learning

AI

Python

R

Driverless AI

Statistics

Regression

Random Forest

Boosting

Text mining

Social network analysis

Data visualization

Tableau

Tools

MLflow

Job description

Tech Aalto Pte ltd in Singapore is seeking a Senior Data Scientist who loves solving real-world problems by applying Gen AI/ML methods. You will work with customers to understand business challenges and translate them into data-driven solutions.

The role involves delivering data science services, building models with Python/R, explaining results to non-technical stakeholders, training customers, and contributing to internal ML tooling and deployment practices.