Senior Data Engineer, Sensor Systems
4 weeks ago
About the Role
At Changi Airport, we are seeking a highly skilled Senior Data Engineer to join our team. As a key member of our data engineering team, you will be responsible for designing, implementing, and maintaining the data pipelines and infrastructure that support our machine learning projects.
This role requires a blend of technical expertise, project management skills, and the ability to deliver robust, scalable data solutions in a fast-paced environment.
Key Responsibilities:
- Architect and implement scalable data solutions to address complex business challenges, leveraging advanced analytics, statistical methods, and machine learning techniques.
- Partner with data scientists and ML engineers to translate data requirements into actionable insights, optimizing feature engineering processes and model deployment strategies.
- Construct and manage modern data infrastructure, including data warehouses and data lakes, to facilitate seamless data access for analysis and model training.
- Continuously optimize data pipelines for performance, scalability, and cost-effectiveness, considering factors such as data volume, processing speed, and resource utilization.
- Collaborate closely with DevOps and IT teams to ensure smooth deployment, monitoring, and maintenance of data pipelines in production environments.
- Work cross-functionally to ensure adherence to data governance, security, and privacy regulations.
- Stay at the forefront of data engineering and machine learning advancements, driving the adoption of best practices within the team.
- Mentor junior team members and contribute to the overall data strategy of the organization.
Requirements:
- Bachelor's or Master's degree in Computer Science, Engineering, or a related field with at least 5 years' work experience.
- Extensive hands-on experience with cloud platforms, particularly AWS and GCP, including their data services and analytics offerings.
- Strong coding skills with proficiency in: Infrastructure as Code (e.g., Terraform, CloudFormation) Shell scripting Python SQL.
- Deep understanding of big data technologies, distributed computing, and modern data architecture patterns. Proven track record in designing and implementing large-scale data solutions, including data pipelines, data warehouses, and data lakes.
- Demonstrated ability to successfully deliver projects, meet milestones, and drive initiatives from conception to production.
- Experience with data streaming technologies (e.g., Kafka, Kinesis) and batch processing frameworks (e.g., Spark, Hadoop).
- Familiarity with containerization and orchestration technologies (e.g., Docker, Kubernetes).
- Strong problem-solving skills and ability to translate complex business requirements into technical solutions.
- Excellent communication skills with the ability to collaborate effectively across cross-functional teams.
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