Machine Learning Engineer - Search Recommendation (E-commerce)

Hireio, Inc.; Singapore; On-site; SGD 60,000 - 100,000; Full time

Job summary

An innovative company is seeking a talented machine learning engineer to enhance e-commerce search recommendation services. This role focuses on optimizing recommender systems using hyperscale machine learning models and advancing the interaction between recommendation and NLP technologies. If you have a strong background in coding, data structures, and algorithms, along with a passion for improving user experience, this opportunity could be the perfect fit for you. Join a forward-thinking team that values creativity and problem-solving in the fast-paced world of e-commerce.

Qualifications

• Bachelor's degree in computer science or related field required.
• 3+ years of machine learning experience preferred.

Responsibilities

• Elevate search recommendation services for E-commerce.
• Optimize the recommender system with machine learning models.

Skills

Machine Learning

Coding Skills

Data Structures

Algorithms

NLP Technology

Problem Solving

Education

Bachelor's Degree in Computer Science

Advanced Degree in a Related Discipline

Job description

Responsibilities

- Elevate search recommendation services and models for E-commerce, driving heightened e-commerce search traffic, while enhancing user search and purchasing cognition.

- Optimize the recommender system, focusing on hyperscale machine learning models. This involves diverse tasks spanning recall/first-stage ranking to final-stage ranking within the end-to-end workflow.

- Push the boundaries of short text and general recommendation technology, with a specific emphasis on the interaction between recommendation and NLP technology.

Qualifications

Minimum Qualifications

- Bachelor or advanced degree in computer science or a related technical discipline.

- Excellent coding skills. Solid knowledge of data structure and algorithms.

- Excellent in analysis, modeling and problem-solving, and can see the essence of problems from complex data.

- Publication records in top journals or conferences will be a plus. Experience winning ACM-ICPC medals will be a plus.

Preferred Qualifications

- 3+ years of machine learning experience

- Good product sense with a focus on user experience.

- Domain knowledge or working experience in any of these areas: modern Recommendation, Search, Advertisement, E-commerce.