Job Description

As a Machine Learning Engineer, you are responsible for the development of data-empowered capabilities for e-commerce platform to extract and apply key insights. The person in this role should have experience in data structures, algorithms, maching learning and data mining.

As a Machine Learning Engineer, you are responsible for the development of data-empowered capabilities for e-commerce platform to extract and apply key insights. The person in this role should have experience in data structures, algorithms, maching learning and data mining.

Adecco is partnering with a well known Global Tech MNC. They are looking for a Maching Learning Engineer to join their growing team. This is a great opportunity to work with a company who value career development, employee welfare and learning & development.

Responsibilities:

• Spearhead the development of data-driven capabilities for e-commerce platform, facilitating diverse verticals to extract and derive valuable insights from vast data repositories to address specific business needs.
• Implement data mining techniques, build an advanced tagging system based on extensive data, and analyzing user behavior, website traffic, e-commerce trends, and other relevant data.
• Utilize data analysis, mining, and modeling to create customized data products with good understanding of e-commerce business dynamics.
• Develop data mining pipelines to extract valuable data assets, such as entity labels, from aggregated data and leveraging them to derive actionable insights from vast volumes of domain-specific data.
• Design and deploy cutting-edge strategies, algorithms, and machine learning techniques to elevate the accuracy and comprehensiveness of extracted data assets.
• Analyzing e-commerce data-related challenges and translating them into data-oriented requirements.

Requirements:

• At least Bachelor\'s Degree in Computer Science or related fields
• 5 years experience in data structures and algorithms
• Familiar with either machine learning, natural language processing or data mining
• Familiar with either Python/Java/Go/C++ programming languages
• Familiar with data processing technologies (Hadoop, Spark, Hive, Storm, Flink), with demonstrable coding skills
• Familiar with data mining techniques and machine learning algorithms (GBDT, Xgboost, FM, DFM, etc.)
• Proficient in data mining, machine learning tools and common frameworks (TensorFlow, Pytorch)
• Experience in these are preferred - analysis and mining of user behaviour data and construction of user portraits, data mining experience in vertical industries, development and optimization of advertising and recommendation algorithms.

Next Step:

• Prepare an updated resume (include your current salary package with full breakdown such as base, incentives, annual wage supplement, etc.), the expected package and reasons for leaving.
• Apply through this application or send your resume to caroline.yong@adecco.com stating the job you are applying for.

Caroline Yong
Direct Line: 8673 0883
EA License No: 91C2918
Personnel Registration Number: R22108522

Adecco