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Supervisor - Digital Specialist
Posting Date:
20-Jan-2023
Job Function:
IT and Digital technology
Company:
Banpu Public Company Limited
Location:
Thailand
Job Summary:
Responsibilities:
- Frame the business problem and model if it can be resolved by machines’ solutions
- Improve actionable insights from data/models through applying various algorithmic techniques
- Select the right analytic techniques and set of potential algorithms to resolve complex business questions
- Develop mathematical models using Linear Algebra, Statistics and Probability or Geometry at an optimize level
- Develop company A/B testing framework and test model/solution quality on various machines on Cloud.
- Collaborate with Data Scientist team to identify data requirement, model improvement, as an input to the distributed solution process
- Perform the series of experiments with data and multiple algorithms
- Convert statistical results into consumable information for business usage
- Identify the solution to deploy the analytic product into the business operation process
- Provide Operations and Production support to operationalized (deployed) models
- Evaluate the modeling results and identify improvements after production as a full AI lifecycle
Qualifications:
- Bachelor’s degree or higher in Engineering and Science fields
- Experience in the AI/Data science lifecycle including data understanding, modeling, and deployment
- Strong skill in coding and computation • Experience in Big Data and Cloud computing
- Experience in either open-source or proprietary software
- Experience in Python programming
- “Make it done” Attitude and open to learn new things
- Quantitative and Growth Mindsets • Excellence in communication and data storytelling
- Experience with machine learning algorithms and statistics including regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, and so on.
- Qualified AI portfolio