MLOps Engineer

About Knorex

Founded in 2009, Knorex is a technology company specializing in programmatic advertising products and solutions for marketers. Their flagship platform, Knorex XPO, unifies major marketing channels (social media, search, CTV/OTT, video, audio, display/native, email) and uses AI automation for simplified execution and optimization. Knorex operates across the US and APAC.

About the Role

Knorex is seeking passionate MLOps Engineers to work on their in-house machine learning platform. This platform covers the entire ML lifecycle, from data collection and augmentation to model training, serving, monitoring, and analysis. You will join the R&D team, collaborating closely with Data Scientists, Research Scientists, and Software Engineers to build a highly scalable system capable of handling billions of requests per day with millisecond latency.

You will work on large-scale, low-latency ML systems, gaining a deep technical understanding of the platform. You'll collaborate with a cross-country team to learn business and technical analytics requirements and translate them into production systems.

Key Responsibilities

• Plan, design, and develop components for the data pipeline to enable various machine learning models in production.
• Collaborate closely with Data Scientists and Research Scientists to translate state-of-the-art research into production systems.
• Develop metrics to measure the outcome and impact of introduced solutions.
• Investigate existing pipelines, identify bottlenecks, and optimize the throughput and latency of ML components.
• Evaluate and identify new technologies for implementation.
• Communicate with business and technical teams to understand analytics requirements.

Requirements

• Strong knowledge of Java, Python.
• Strong knowledge of algorithms and data structures.
• Strong analytical and problem-solving skills.
• At least 1 year of working experience as an ML/Data/Software Engineer or equivalent.
• Understanding of online advertising technology and RTB is a strong plus.
• Willingness to learn and ability to pick up new technologies or concepts quickly.
• Ability to work independently and collaboratively with minimum supervision.
• Familiarity with using LLMs and AI coding assistants for development is a plus.
• Reasonable communication skills in written and spoken English.

Benefits

• Competitive remuneration package including quarterly bonus and performance review opportunities.
• Full participation in mandatory insurance programs in accordance with Vietnamese Labor Law.
• Healthcare insurance package and annual health check-up.
• Comprehensive benefits scheme such as W3F (Work, Wellbeing, Welfare) Fund for courses, materials, personal health, and wellbeing.
• Work from home benefits.
• Opportunity to influence and drive changes within the company.
• Great learning opportunities with exposure to cutting-edge performance marketing and advertising technology.
• Opportunity to work cross-country and on a variety of projects.