Data Scientist

Описание

Connect with us to connect the world
Are you prepared to join the Data team at 12Go and help us build the leading online travel platform, providing seamless booking experiences for travelers worldwide?
12Go, being a 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.

What is Data Team @ 12Go?

• 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!

Join us in crafting this exciting journey, where your contribution will be key to our success!

Responsibilities:
-Analyse points of ML/DS implemetation;
-Develop predictive models;
-Develop prescriptive analysis;
-Maintain and manage current models and solutions;
-Model solutions on historical data;
-Communicate with stakeholders and translate it to solutions to implement.

Requirements

Education:
-Bachelor’s or Master’s degree in Computer Science, Statistics, Mathematics, Data Science, or related field;
-5+ years of hands-on experience as a Data Scientist, Machine Learning Engineer, or Quantitative Analyst.

Technical Skills:
-Strong knowledge of Python 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;
-Built, validated, and deployed ML models in real-world environments;
-Experience with A/B testing or experimentation frameworks.

Soft Skills:
-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.

Nice to Have:
-Experience in travel, e-commerce, or marketplace platforms;
-Knowledge of deep learning frameworks (TensorFlow, PyTorch);
-Knowledge of cloud platforms (AWS, GCP, Azure) and ML pipelines (SageMaker, MLflow, Airflow);
-Experience with ClickHouse or other high-performance analytical databases;
-Experience with LLMs / NLP for text analytics or customer interaction data;
-Contribution to open-source projects or strong Kaggle/competition track record;
-Experience with big data tools (Spark, Databricks, or equivalent).

Benefits

-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 12Go 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!