Data Scientist ( 3 + years Exp)
On-siteKuala Lumpur, Kuala Lumpur, Malaysia
Job Summary
Work with stakeholders to identify opportunities for leveraging company data to drive business solutions, mine and analyze data to optimize product development and marketing strategies, and design robust machine learning algorithms to improve customer experience and revenue. Plan and evaluate A/B tests for ML models, collaborate with engineers to productionize solutions and build scalable data pipelines, and implement dashboards to monitor data quality and business impact. Communicate insights and recommendations clearly to technical and non-technical audiences through reports and presentations. This role requires a Bachelor's degree in a quantitative field, 3+ years of hands-on experience in data analysis and machine learning, proficiency in Python, SQL, and R, and knowledge of regression, classification, and various ML techniques. tiket.com, a pioneer in online travel agents in Indonesia, leverages these capabilities to enhance the booking experience for 50+ million users across flights, accommodations, and activities.
Required Qualifications
- Minimum 3 years of hands-on experience in data analysis and machine learning, ideally in a product-driven or business-focused environment
- A Bachelor in Computer Science, Statistics, Mathematics, or another quantitative field
- Strong problem solving skills with an emphasis on product development
- Proficient in programming skills (R, Python, SQL, etc.) for data acquisition, processing and analysis from large data sets
- Knowledge of data science concepts (regression, classification, clustering, properties of distributions, statistical tests and proper usage, etc.) and experience with applications
- Knowledge of a variety of machine learning techniques (Random forest, SVM, artificial neural networks, etc.) and their real-world advantages/drawbacks
- Excellent written and verbal communication skills for coordinating across teams
Desired Qualifications
- A drive to learn and master new technologies and techniques
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