The past few years have seen a steep rise in the number of data science and big data start-ups from Singapore 

Singapore is quickly becoming Asia's go-to hub for all things digital. The past few years have seen a steep rise in the number of data science and big data start-ups from the city-state. Here is the list of the top 10 data science and big data start-ups in Singapore. 

• Grab– Grab is Southeast Asia's leading super-app, offering a suite of services consisting of deliveries, mobility, financial services, enterprise, and others. Grabbers come from all over the world, and they are united by a common mission: to drive Southeast Asia forward by creating economic empowerment for everyone.
• Lynx Analytics– Lynx Analytics unravels a world of connections that hold the most paramount business intelligence; through the combinations of graph analytics, A.I., and machine learning. Founded in 2010, Lynx Analytics is the brainchild of a group of INSEAD students and professors. 
• Crayon Data– Crayon Data is a fast-growing big data and AI company, founded in 2012 in Singapore, with a vision to simplify the world's choices. At Crayon clients are top-tier enterprises in banking, e-commerce, travel, and hospitality.
• InfoTrie– InfoTrie is a Consulting and Financial Engineering company headquartered in Singapore, with offices in India and Europe, and a great pool of expertise in Information Systems, Artificial Intelligence, Financial Engineering & Quantitative Modeling. It is now under the Copyright Clearance Center. 
• Plunify– Plunify is an early mover in software tools for accelerating semiconductor chip design, specifically focusing on FPGA applications. Its earliest products include the EDAxtend platform, a private cloud platform that integrates chip design flows.
• Atlan– Atlan is a modern data collaboration workspace. By acting as a virtual hub for data assets ranging from tables and dashboards to models & code, Atlan enables teams to create a single source of truth for all their data assets. 
• Ocean Protocol– Ocean Protocol is a decentralized data exchange protocol that unlocks data for AI. Ocean Protocol uses advanced blockchain technology that allows data to be shared and sold in a safe, secure and transparent manner.
• Eyeota– Eyeota is an audience technology company serving global enterprises. Eyeota's suite of solutions is privacy-by-design, flexible, and interoperable across all major platforms, channels, and identifiers. 
• Esri– As a leading location intelligence platform provider (Forrester Wave 2020), Esri empowers leaders with innovative tools to help create sustainable prosperity. Esri's customers drive digital transformation by embracing the power of location. 
• Canopy– Canopy is an accounting practice management software that simplifies your firm so you can help more clients. Canopy's Practice Management lets you connect every element of your practice with features ranging from CRM to task automation.