Senior Algorithms Engineer - Logistics Optimization

PDR Group; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

PDR Group, a high-growth international digital freight and logistics tech platform, is building a core technology hub in Singapore. You will work on end-to-end ML systems for cross-border logistics, featuring high-concurrency, low-latency deployments and predictive analytics.

The role emphasizes geospatial data, time-series analysis, and optimization, with production-grade Python/C++ tooling and collaborations across global centers.

Qualifications

• Bachelor’s degree or higher in a highly quantitative discipline.
• 2+ years of commercial ML and algorithm design experience.
• Strong production experience with PyTorch or TensorFlow.
• Experience with high-throughput architectures such as SLAs and real-time systems.
• Proficiency in Python; C++, Java, or Golang for deployment.

Responsibilities

• Oversee end-to-end design of automated platform allocation logic and real-time matching.
• Lead predictive pipeline engineering including data and feature pipelines.
• Dive into logs to isolate issues and improve platform conversion.
• Collaborate across global tech centers to scale algorithms for markets.

Skills

Geospatial Data Engineering

Time-Series Analysis

Mathematical Optimization

Reinforcement Learning

Statistical Inference

Python

C++

TensorFlow

PyTorch

Low-Latency Deployment

Education

Bachelor's degree in a quantitative field

Master's or PhD (strong plus)

Tools

Spark

Flink

Docker

Kubernetes

Job description

PDR Group, a high-growth international digital freight and logistics tech platform, is building a core technology hub in Singapore. You will work on end-to-end ML systems for cross-border logistics, featuring high-concurrency, low-latency deployments and predictive analytics.

The role emphasizes geospatial data, time-series analysis, and optimization, with production-grade Python/C++ tooling and collaborations across global centers.