Job Summary:
You will work across the full lifecycle of data-driven products from requirement analysis, data exploration, feature engineering, model development, backend integration, to production deployment. The role is primarily focused on data science and machine learning, but requires solid CS fundamentals to build robust, scalable, and maintainable systems.
Job Description:
- Bridging business requirements with technical feasibility across multiple domains.
- Translating ambiguous business problems into clear technical specifications and data models.
- Working end-to-end: requirement gathering, solution design, modeling, API/services, and platform integration.
- Communicating with cross-functional teams (domain experts, business, data, infra, product).
- Turning business objectives into data-driven solutions with clear problem statements and measurable outputs.
- Handling messy, incomplete, or unstructured data and transforming it into usable features or insights.
- Deploying models into production with reliability, performance, and maintainability.
- Integrating ML solutions into full-stack systems (APIs, backend logic, dashboards).
Qualifications:
- Bachelor/Master/Doctorate degree in Computer Engineering, Computer Science, Statistics, Applied Science, or related fields (Bachelor G.P.A. > 2.70, Master G.P.A. > 3.30).
- 35 years of experience as a Data Scientist or related roles.
- Experience in Data Science & Machine Learning, NLP, LLM & RAG, Software Engineering & Systems, and Business & Analytical Competencies
- Skilled in algorithms and data structures, clean OOP-based architecture, REST/GraphQL APIs, SQL/NoSQL databases, and cloud platforms (AWS/GCP/Azure)
- Good communication, coordination, and problem-solving skills.
- Willing to work in an on-site mode at SCG Headquarters, Bangsue, Bangkok.
