Lead Data Scientist

2 weeks ago

Singapore INFRASOFT TECHNOLOGIES PTE LTD Full time $90,000 - $120,000 per year

Education & Experience

  • Master's degree in Data Science, Computer Science, Statistics, Operations Research, or related quantitative field
  • 5-7 years of hands-on experience in machine learning and data science roles
  • Demonstrated experience working with location-based or IoT sensor data
  • Previous exposure to healthcare data environments strongly preferred

Technical Skills

  • Programming: Expert-level proficiency in Python or R, with strong experience in data manipulation libraries (pandas, numpy, dplyr)
  • Machine Learning: Hands-on experience with scikit-learn, TensorFlow, PyTorch, or similar frameworks
  • Spatial Analytics: Proficiency with spatial analysis tools such as GeoPandas, PostGIS, QGIS, or ArcGIS
  • Databases: Experience with SQL and spatial databases (PostgreSQL/PostGIS, MongoDB with geospatial features)
  • Visualization: Strong skills in creating compelling data visualizations using matplotlib, plotly, seaborn, or similar tools
  • Statistical Analysis: Solid foundation in statistical methods, hypothesis testing, and experimental design

Domain Knowledge

  • Understanding of healthcare workflows, hospital operations, or facility management
  • Familiarity with RTLS technologies (RFID, BLE, WiFi-based tracking, UWB)
  • Knowledge of spatial optimization techniques and facility layout principles
  • Experience with time-series analysis and forecasting methods

Preferred Qualifications

Advanced Technical Skills

  • Experience with cloud platforms (AWS, Azure, GCP) and scalable data architectures
  • Knowledge of streaming data processing (Apache Kafka, Spark Streaming)
  • Familiarity with containerization (Docker, Kubernetes) and MLOps practices
  • Experience with graph analytics and network analysis techniques
  • Background in simulation modeling or discrete event simulation

Specialized Experience

  • Previous work in healthcare analytics, particularly in operational efficiency
  • Experience with facility planning software or space management systems
  • Knowledge of hospital design principles and healthcare facility standards
  • Background in industrial engineering or operations research
  • Experience with A/B testing in operational environments

Leadership & Communication

  • Proven track record of translating complex analytical insights into business value
  • Experience mentoring junior data scientists or analysts
  • Strong project management skills and ability to manage multiple priorities
  • Publications or presentations at relevant conferences (healthcare informatics, spatial analytics)

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