about the company
marketing-tech company with presence in Malaysia, Indonesia and Thailand as of 2023, providing data analytics and intelligence services that focuses on media and e-commerce.
about the job
- Driving machine learning and analytics innovation strategies
- Responsible for leading end to end machine learning and analytics products development
- Overseeing machine learning model lifecycle management
- Collecting and preparing data for analytical work and machine learning modelling to be productionized
- Ensuring continuous integration through MLOPs or ML pipelines automation
- Work closely with prodcut team, data engineering team and software development team for deployment of analytics and ML solutions into production
- Responsible to advice stakeholders and business leaders on technology and strategy pertaining to analytics and machine learning
- Responsible to manage functional and process design, testing and protyping along with product and engineering team (including leadership team)
skills & requirements
- minimum 5 years of experience in machine learning developments and analytics in production environment
- Hands on experience with cloud technology (AWS would be added advantage)
- Strong knowledge and expertise in ML libraries and framework (tensorflow, pytorch)
- Experience with statistical analysis, experimental designs, etc
- Experience with dashboarding, visualization and data storytelling
- Basic understanding of datalake and data warehousing concepts