Tóm lược
- Yêu cầu kỹ thuật:
- Python ,
- Java ,
- Machine Learning ,
- Data Modeling
Mô tả công việc
Tóm tắt công việc
Knorex develops a cloud-based, highly scalable, all-in-one advertising and marketing platform called Knorex XPO™ where Advertisers, Agencies and Publishers can easily create, optimize & publish Dynamic Ads worldwide with speed and ease. As part of the platform offering, anyone can launch performance campaign and traffic their ads programmatically via automated buying through our in-house media planner, real-time bidder and optimizer. Owing to the large and real-time stream of data, we would have to devise efficient algorithms to tackle the challenges. We are seeking for a Data Scientist with the zest and passion to join us in developing the platform. You will be working with cross-disciplinary teams including Data Engineers, Performance Specialists and Software Engineers to build a highly intelligent and scalable system that can handle billions of requests per day, all delivered within milliseconds.
In this role, you will be expected to possess solid experience in applying machine learning algorithms and statistical techniques to build highly accurate models. You need to acquire a deep technical understanding of the platform, and work with other team members to ensure the timely delivery of the planned tasks and critically assess and monitor the efficiency and/or effectiveness of the models.
Key Responsibilities
- Develop clever algorithms and pragmatic solutions to our automation and optimization problems.
- Build high accuracy machine learning models that can learn and optimize performance from vast amount of data.
- Develop metrics to measure the outcome/impact of your introduced solutions.
- Work with other members to implement and integrate into our existing systems.
- Document and improve the solutions over time.
- Evaluate and identify new technologies for implementation.
- Communicate with our business and technical teams to understand the analytics requirements.
- Respond and follow up to incorporate feedback and draw new insights.
- Prioritize tasks to meet multiple deadlines.
Why You'll Love Working Here
What you can expect from us:
• 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
Yêu cầu công việc
Your Skills and Experience
- Solid understanding of statistical analysis, machine learning and data-modeling.
- Experience in predictive modeling and analysis.
- Practical experience with machine learning toolkits and frameworks
- 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;
- Work productively even under pressure;
- Possess good work ethic, attitude with good follow-through;
- Excellent communication in written and spoken English.
Ngôn ngữ
-
English
Nói: Advanced - Đọc: Advanced - Viết: Advanced
Yêu cầu kỹ thuật
- Python
- Java
- Machine Learning
- Data Modeling
NĂNG LỰC
- Analytic Skills
- Willing to learn
- Working Independently
- Communication Skills
- Work under pressure
Thông tin doanh nghiệp
Knorex, Convergence of Digital Advertising, Marketing & Publishing.
Knorex provides cutting-edge digital media products and technologies to Media Owners, Content Publishers and Brands Advertisers engaging in the areas of digital advertising, marketing and publishing.
Launched in 2010, Knorex has now established regional presence in Australia, Hong Kong, Malaysia, Singapore, Thailand, Vietnam and Indonesia.
To date, Knorex has worked with more than hundreds of top international and regional Brands spanning across a wide spectrum of industries including property, finance/banks, automotive, travel/airlines, hotels/reports, retail, FMCG, government, IT/enterprise, education and more.