Cloud Data Engineer

4 weeks ago


Singapur, Singapore Helius Full time
About Helius

At Helius, we're revolutionizing the real estate sector by harnessing the power of artificial intelligence. Our vision is to amplify human potential, creating a synergy that enhances performance and opportunities. We believe in empowering real estate agents with actionable insights, enabling them to unlock their data, serve clients more effectively, and increase their earnings.

Our Approach

We're built on the Google Cloud Platform, allowing us to gather data from various CRM systems through native API integrations, create reliable data pipelines using tools like DBT, and apply cloud machine learning with services like VertexAI, BigQuery, and Cloud Functions.

Key Responsibilities
  • Design and implement scalable data ingestion pipelines from various CRM systems using Google Cloud Platform APIs, ensuring seamless data flow and integrity.
  • Utilise tools like DBT for robust data engineering, creating, optimising, and managing data pipelines that form the backbone of our machine learning solutions.
  • Drive the end-to-end machine learning project lifecycle from conceptualisation, data collection, model development, deployment, monitoring, and refining.
  • Develop, deploy, and maintain machine learning models using GCP services like VertexAI, translating complex datasets into actionable insights that empower real estate agents.
  • Collaborate with cross-functional teams to understand business requirements, troubleshoot data issues, and continuously improve our machine learning frameworks and architecture.
Requirements
  • Proficiency with Google Cloud Platform services, particularly in data ingestion, pipeline orchestration, and machine learning.
  • 2+ years experience with Cloud (preferably Google Cloud Platform), including experience in building / leveraging APIs, DBT pipelines, VertexAI, and other GCP services.
  • Strong skills in Python, and experience with SQL and NoSQL databases.
  • Experience in deploying machine learning models in a cloud environment and integrating them with real-time analytics solutions.
  • (Optional) Bachelor's or Master's degree in Computer Science, Mathematics, Software Engineering, Machine Learning, or a related field.
Why Helius?
  • Impact: Play a central role in enhancing contact engagement, making a tangible difference in the success of Australia's top agents.
  • Innovation: Thrive in a culture of continuous learning and innovation, exploring new technologies and methodologies in cloud machine learning.
  • Growth: Enjoy a plethora of opportunities for professional development and career advancement in a supportive, collaborative environment.

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