Product Data Scientist - True Analytics
Bangkok, TH
True Digital Group
Enabling Digital Transformation As a subsidiary of True Corporation, a leading communications conglomerate in Thailand, True Digital Group (TDG) ambition is to transform Thailand and the region for digital revolutions. uncover new...True Digital Group (TDG) is a subsidiary of True Corporation, a leading communications conglomerate in Thailand. TDG’s mission is to develop new digital revenue streams for True Corporation as well as facilitate digital transformation of the Thai economy as a whole.
True Analytics, TDG’s Analytics and AI department, is looking for an experienced Data Scientist to join our Analytics Product team. Our team’s mandate is to build world-class B2B analytics products on top of True’s unique data platform. You will be joining a diverse, multi-cultural team dedicated to growing True Analytics’ presence in the Thai market.
As a Data Scientist in the Analytics Product team, you will be responsible for developing analytical models to predict what customers will do next. You will work closely with your team to build a holistic customer view based on hundreds of predictive variables. This is an exciting opportunity to work with one of the largest databases in Thailand, working towards building and launching first-in-market analytics products.
To succeed in this role, you will need to have a passion for analytics products and solutions, and will need to be comfortable working in a fast-paced and agile environment
Your role
- You will be responsible for developing analytical models to predict what customers will do next. Using our unique data and your analytical skills, you will provide insights about customer behaviour
- You will build a holistic customer view with your team based on hundreds of predictive variables: i.e. who will buy a house soon? Who will not pay his/her loan on time? Or, who will respond to a campaign offer if we give a particular discount?
- You will need to be creative, and appreciate that creative data management is crucial to develop strong models. You will pragmatically enrich the data with external data, or creatively derive interactions to further improve your models
- You will impress our clients by deriving interesting and valuable insights from the data
- You will collaborate closely with your team, sharing your methods, best practices, and insights
- You will be backed up with a strong team of product owners, data engineers, and platform engineers who will work closely with you to productionize your models
Your Profile
- You have a minimum 2 years of relevant experience, in which you have proven your skills and passion in advanced analytics. As you bring more experience, we will give you a more senior role in the team.
- You are creative and innovative in using multi-source, multi-dimensional datasets and incorporate those sources together to build a data science solution.
- We are strong believers in the power of developing statistical scripts. We will work on a Hadoop and Spark environment, so exposure to open source languages like Scala, Python (PySpark) or R are required.
- You have a solid understanding of data models, and bring basic skills in SQL related languages.
- You are passionate about advanced analytics techniques: you show mastery in classical techniques like logistic regression, but also in machine learning techniques like random forests, support vector machines, and neural networks based algorithms. Deep learning and reinforcement learning is a plus.
- Knowledge in the Telecommunication Industry is a plus.
- Knowledge in Geo-Spatial and Geo-Analytics is a plus.
- Knowledge in Financial Risk Modeling is a plus.
OUR COMMITMENT TO YOU
We value our people and have the mission to attract and retain exceptional talent. We work in a truly agile environment where opinions are encouraged collaboration…. everyone has an opinion….opinions are valued…..and have no time for finger pointing and politics, instead we test & learn and celebrate successes as a team.
We will provide a training and coaching program to all our team members, tailored to your development needs and aspirations. This can cover a wide range of skills, like mastering new technologies, further developing your skills in presenting to a non-technical audience or supporting you to grow in a leadership position.
OUR OFFER
Employee Provident Fund – Annual Bonus - Annual health check-up - Medical Service @Workplace – Medical Expense Reimbursement - Health & Life Insurance - Fitness, Spa, Day care – Employee Privileges – Employee Loan - Education Loan - Scholarship for Employees' Children - Learning Center - Staff Activities - Smart Casual
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Agile Data management Deep Learning Hadoop Machine Learning Open Source PySpark Python R Scala Spark SQL Statistics
Perks/benefits: Career development Fitness / gym Salary bonus Team events
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