AI & Machine Learning Engineer
Salary: ฿70,000 – ฿100,000 per month
Company: Mobility Insight (A joint venture of True, SCG, and Toyota)
Position: AI / ML Engineer
Location: True Digital Park, Bangkok
Work Arrangement: Hybrid, Full-Time
Salary: THB 70,000–100,000 per month + Flex Benefits
Experience: 5+ years
Role Purpose:
Design, validate, deploy, and improve explainable AI and analytical models that transform mobility signals into Driver Intelligence, safety, efficiency, insurance, customer, and location insights.
Key Responsibilities:
Develop and improve Driver Score, Safety Score, Smooth Ride Score, Eco Score, readiness, accident-risk, and driver-behavior models.
Create robust feature engineering for speeding, harsh braking, harsh acceleration, harsh cornering, route deviation, idling, distraction, fatigue, punctuality, and other supported events.
Normalize behavior by exposure such as distance, trip duration, route type, vehicle type, time of day, and data-quality grade to support fair comparison.
Build explainable score components, event timelines, risk factors, coaching recommendations, improvement plans, and before-after performance measurement.
Assess whether available data frequency, fields, coverage, and sample size are sufficient for each proposed model and communicate limitations clearly.
Develop analytical models for Pay How You Drive, Usage-Based Insurance, claims-risk segmentation, traffic and route risk, anomaly detection, and customer personalization.
Support consumer and OEM opportunities such as white-label insurance applications, T-Connect Driver Score and Coaching, rewards, and customer analytics.
Establish model-development standards covering training, validation, bias, explainability, privacy, reproducibility, version control, approval, monitoring, drift, and retraining.
Deploy models through APIs, batch pipelines, containers, or managed services and work with engineering teams to meet latency and reliability requirements.
Design pilot measurements and success metrics, including unsafe events per 100 km, score change, data completeness, model precision, and coaching impact.
Document assumptions, methodology, limitations, and model cards for customer, audit, security, and management review.
Qualifications:
Bachelor's degree in Data Science, Computer Science, Engineering, Statistics, Mathematics, or a related discipline; a master's degree is advantageous.
At least 5 years of experience in applied machine learning, data science, predictive analytics, or AI product development.
Strong Python, statistics, feature engineering, model evaluation, and data-preprocessing capability.
Hands-on experience with supervised learning, classification, regression, anomaly detection, time-series, or geospatial modeling.
Experience deploying and monitoring models in a production environment.
Strong ability to explain technical methods and limitations to non-technical stakeholders.
Preferred Experience:
Experience with mobility, GPS, telematics, IoT, insurance, vehicle, logistics, or behavioral data.
Experience with XGBoost, LightGBM, scikit-learn, TensorFlow, PyTorch, MLflow, SageMaker, or equivalent platforms.
Experience with explainable AI, fairness, privacy-preserving analytics, causal measurement, or experimentation.
Familiarity with MLOps, feature stores, containers, APIs, dashboards, and cloud cost optimization.
Experience developing coaching, recommendation, reward, or customer-personalization models.
What We Offer:
Opportunity to build and commercialize high-impact mobility, data, AI, and SaaS products from an early stage.
Startup speed, ownership, and visibility, supported by the credibility of Toyota Motor Thailand, SCGJWD Logistics, and True Leasing.
Hybrid working environment and role-based professional development opportunities.
A career path in one of Thailand's most strategic emerging sectors: mobility intelligence, AI, data products, and digital platforms.
Flexible Benefits with monthly budgets design personally to support your lifestyle.
About Mobility Insight:
Mobility Insight Co., Ltd. is a joint venture of Toyota Motor Thailand, SCGJWD Logistics, and True Leasing. Our ambition is to become Thailand's Mobility Intelligence Platform - transforming mobility data into trusted intelligence that improves safety, efficiency, customer experience, and business decision-making.
We operate two complementary business portfolios: Data Business, covering data products, analytics and engineering, and combined intelligence; and Digital Products and Solutions, covering SaaS, custom development, and mobility solutions. Our flagship Driver Intelligence ecosystem includes a Customer Dashboard, Admin Dashboard, Driver Application, and Mobi Executive Application. We also develop InsurTech, connected-mobility, customer analytics, traffic, location, and enterprise solutions under strict ATSG, PDPA, security, and data-governance requirements.