Algorithm Engineer - Real-Time Freight ML

PIVOT SEARCH PTE. LTD.; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

Pivot Search Pte. Ltd. seeks a skilled algorithm/ML engineer to develop and iterate core transaction-matching and marketing algorithms, delivering submodules from data processing to deployment. Your work will directly influence user experience, engagement and business outcomes.

You will apply ML techniques, collaborate with senior engineers, and translate business needs into practical model improvements, with at least 1 year of relevant ML experience and strong programming foundations.

Qualifications

• Fully bilingual in English and Mandarin with professional Chinese communication.
• Bachelor's degree or above in Computer Science or related discipline.
• Strong communication, learning agility, cross-team collaboration and execution.
• Comfortable working onsite near Orchard Road, Singapore.
• At least 1 year of relevant algorithm or machine-learning experience; experience in recommendation, search or advertising preferred.
• Sound understanding of machine-learning principles and proficiency with mainstream ML frameworks.
• Strong programming fundamentals, data collection and analysis skills, pattern recognition abilities.
• Ability to translate business and product requirements into practical model improvements.

Responsibilities

• Develop and iterate the company's core transaction-matching and marketing algorithms, driving continuous improvement across key business metrics.
• Apply algorithms to improve user experience and overall business outcomes.
• Independently deliver model-development submodules, including data processing, feature extraction, model training, deployment and monitoring.
• Use data to identify gaps in models, mechanisms and strategies; propose improvements and drive them into production.
• Work with senior technical colleagues to develop algorithmic improvements and innovations suited to the business.

Skills

Bilingual English/Mandarin

Algorithm development

Data processing

Model training

Deployment & monitoring

Strong programming fundamentals

Education

Bachelors in Computer Science

Tools

TensorFlow

PyTorch

Scikit-learn

Job description

Pivot Search Pte. Ltd. seeks a skilled algorithm/ML engineer to develop and iterate core transaction-matching and marketing algorithms, delivering submodules from data processing to deployment. Your work will directly influence user experience, engagement and business outcomes.

You will apply ML techniques, collaborate with senior engineers, and translate business needs into practical model improvements, with at least 1 year of relevant ML experience and strong programming foundations.