Carro is on a mission to redefine what car ownership is, and transform the way that people and businesses across Asia interact with one another to get the cars they need. Our digital platforms are game-changers in the automotive trading industry, seamlessly integrating the buying and selling user journeys for speed, efficiency, and transparency.
Since 2016, Carro has continually disrupted the existing business models and practices within the automotive trading industry, launching numerous market-first services, and grown to more than 800 people across 4 countries in Southeast Asia. Our platform serves nearly every need that car owners have, and does it in a more tech-enabled, efficient, and delightful way. Today, Carro transacts more than $1Bn in cars annually, and has won numerous industry awards for innovation and marketing excellence.
We want people who are difference-makers; people who will CHARGE together with us, and work tirelessly to deliver delightful experiences for customers. Our CARROleagues all embody these core values:
Collaborative at work, build trust and respect with those you work with and serve
Honest in our approach, interactions, and decisions
Audacious in learning, adapting, and rising up to any challenge
Resourceful and self-sufficient, always doing more with less
Go-getter mentality who doesn’t procrastinate, and makes smart and decisive decisions
Effective problem-solvers, producing results instead of being ‘busy’
Find out more about our journey, and the successes across business lines and countries, in the last 5 years here. https://carro.sg/blog/carro-5-year-journey/
Job Description
Do you love sifting through data troves to find gems to analyze? Read on! We’re looking for a data scientist to help us to dice and mince the big data into trends and analytics. This is a hands-on role, but you’ll have full autonomy in choosing the toolkit and approach you want to apply to achieve data objectively. You will have ownership over important project areas that include defining the roadmap of data science. You will work with our structured and unstructured data to find a pattern/trend of how our users are using the product and present these insight reports to the business stakeholders. You have a sharp mind and hands-on approach when it comes to tackling technical challenges.
- Exploring and visualizing large datasets to drive insights
- Fluid at extracting and transforming data from systems using tools
- Fluid at practical data mining techniques (pattern detection, predictive modeling, anomaly detection, and optimization) to identify areas of improvement for business/product
- Identify and highlight areas of opportunities to help business/product owners optimize existing or new business opportunities/processes
- Applying machine learning techniques for a variety of modeling and relevance problems
- Designing and implementing metrics that help teams focus on what to optimize for
- Assist with developing strategies and managing operational metric for various projects
- Manage, hiring and mentor your fellow team members
Job Requirements:
- Master or Ph.D. in Computer Science, Statistics, Industrial Engineering, Mathematics, Economics or quantitative discipline
- At least 5 years of hands-on experience in a Data Science role with exposure and proficiency in quantitative and statistical analysis, predictive analytics, multi-variate testing, and algorithm-optimization for machine learning
- Strong knowledge in big data ETL processes, data, and data exploration algorithms
- Strong working knowledge of data science algorithms including decision trees, probability networks, association rules, clustering, regression, and neural networks
- Fluid in programming skills (MySQL, SQL, Python, R or similar)
- Fluid in a variety of visualization tools
- Broad-minded with attention to detail and strong business acumens and insights
- Excellent communication skills (oral, written, and presentation skills) to work with various stakeholders (technical and non-technical) including presentation of insights reports to business/product owners
- Experience working with a product-based organization, e-commerce, automotive is advantageous
- Last but not least, you love cars and maybe even more than us!
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Carro Singapore - Designation:
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Bishan