Pricing ML Specialist

Connect with us to connect the world. Are you prepared to join the Data team at 12

Go and help us build the leading online travel platform, providing seamless booking experiences for travelers worldwide? 12

Go, part of Travelier group, offers a wide range of transportation options, including trains, buses, ferries, and flights, to help customers travel conveniently and affordably. Our vision is to enable any customer to instantly book any route in the world.

• We do not believe in micromanagement, hierarchy, time tracking, useless work, or excessive processes
• We do believe in proper planning, responsibility, commitments, 360-degree feedback, and constant self-evolution
• Our team is a team of people who love data and who can make it worthwhile for anyone
• We are genuinely open to new ideas. Anyone can share one, and ultimately, this idea can be game-changing for the company, so your voice really matters
• Open and friendly environment for anyone. Be yourself and have fun!

• Create and maintain pricing system for multimodal online travel agency
• Be the focal point for the pricing system (Data+ML)

• Strong knowledge of Python and experience with machine learning algorithms
• Proficiency in SQL for complex queries and aggregations
• Strong grasp of statistics & probability (hypothesis testing, confidence intervals, distributions)
• Understanding of model evaluation and validation techniques
• Experience working with large-scale structured data
• Ability to write clean, maintainable, and production-ready code
• Hands‑on experience with pricing algorithms development and validation in e‑commerce; built, validated, and deployed ML models in real‑world environments
• Experience with A/B testing or experimentation frameworks

• Strong problem‑solving and critical‑thinking skills
• Ability to translate complex technical work into clear insights for business stakeholders
• Strong communication and collaboration skills, comfortable working in cross‑functional teams

• Experience in travel or marketplace platforms
• Knowledge of deep learning frameworks (Tensor Flow, PyTorch)
• Knowledge of cloud platforms (AWS, GCP, Azure) and ML pipelines (Sage Maker, MLflow, Airflow)
• Experience with Click House or other high‑performance analytical databases
• Contribution to open‑source projects or strong Kaggle/competition track record
• Experience with big data tools (Spark, Databricks, or equivalent)

• Engaging work on a product that enables millions of travelers to book their trips daily
• Full‑time remote working – 5 days week, 8 hours per day
• Development opportunities (budget for self‑paced learning, global training workshops, online English language classes, e‑learning platforms)
• Internal growth and internal mobility opportunities
• Competitive annual leave, sick leave, and public holidays
• Annual company offsite in Thailand

What should I do to dive into 12

Go company culture? Apply! Update your CV and get ready to experience the best interview flow with our top talents. We can't wait to see you and share this awesome adventure together!