MLOps Engineer

About Knorex

Established in 2010, Knorex is a cutting edge advertising technology MNC with offices across USA, Australia, China, Singapore, Vietnam, India, Thailand and Malaysia. Knorex provides Precision Performance Marketing products and solutions to the world’s leading brands and media agencies. With its full-stack platform, Knorex XPO™ (https://xpo.knorex.com) supplies the technology platform to deliver the right marketing message to the right audience at the right moment and right place, underpinned by a multi-layered data-driven approach. Knorex XPO shields its customers from dealing with the complexity and fuss while delivering immersive, dynamic and personalized marketing experiences that connects with their users. Knorex also provides managed services to complement its offering.

Key Responsibilities

We are seeking MLOps Engineers with the zest and passion to work on our in-house machine learning platform, which covers the whole life-cycle of machine learning, from data collection and augmentation pipeline, to model training and serving, to monitoring and analysis. You will be joining our R&D team working closely with Data Scientists, Research Scientists, and Software Engineers to build a highly scalable system that can handle billions of requests per day, all delivered in milliseconds.

In this role, you will work on large-scale and low-latency ML systems. You need to acquire a deep technical understanding of the platform, work with our cross-country team located regionally to learn about the business and technical analytics requirements, and translate them into production system.

• Plan, design and develop components in the data pipeline to enable various machine learning models in production.
• Work closely with Data Scientists and Research Scientists to translate the state-of-the-art to production systems.
• Investigate the existing pipeline, identify bottlenecks and optimize the throughput and latency of ML components.
• Evaluate and identify new technologies for implementation.
• Communicate with our business and technical teams to understand the analytics requirements.

Requirements

• At least 1 year of experience for similar positions
• Strong knowledge of Java or Python;
• Strong knowledge of algorithms and data structures;
• Prior experience with machine learning and NLP is a plus;
• Strong knowledge of DevOps is a plus;
• Understanding of online advertising technology and RTB is a plus;
• Possess at least a Degree or Diploma in computer science / IT related;
• Willingness to learn and able to pick up new technology or new concepts fast;
• Able to work independently as well as in collaborative mode with minimum supervision;
• Reasonable communication in written and spoken English.

Benefits

• Attractive salary
• Quarterly bonus scheme
• Comprehensive Health Insurance Coverage.
• Macbook provided
• Ample opportunities to grow. You get to propose your own ideas and see it through.
• Work with passionate, talented and driven colleagues who get things done!
• Opportunity to work cross-country and with variety of projects of different nature.
• Challenging and exciting problems that await you to solve.
• Personal Development Fund for courses and materials.