Data Engineer
4 weeks ago
At Expand My Business, we're seeking a highly skilled Data Engineer - Cloud Data Architect to join our Data Science team. As a key member of our team, you will play a critical role in enriching and maintaining our central repository of datasets, which is leveraged for advanced data analytics and machine learning techniques to extract actionable insights from financial and market data.
Key Responsibilities
1. ETL Development
Design, develop, and maintain efficient ETL processes for multi-scale data sets. Implement and optimize data transformation and validation processes to ensure data accuracy and consistency. Collaborate with cross-functional teams to understand data requirements and business logic.
2. Data Pipeline Architecture
Architect, build, and maintain scalable and high-performance data pipelines. Evaluate and implement new technologies to enhance data pipeline efficiency and reliability. Pipelines for extracting data through scraping for ad-hoc sector-specific datasets.
3. Data Modelling
Develop and implement data models to support analytics and reporting needs. Optimize database structures for performance and scalability.
4. Data Quality and Governance
Implement data quality checks and governance processes to ensure data integrity. Collaborate with stakeholders to define and enforce data quality standards.
5. Documentation and Communication
Document ETL processes, data models, and other relevant information. Communicate complex technical concepts to non-technical stakeholders effectively.
6. Cross-functional collaboration
Collaborate internally with the Quant team and developers to lay and optimize the data pipelines and externally with stakeholders to understand business requirements for the enrichment of the cloud database.
Requirements
Proven experience as a Data Engineer with expertise in ETL techniques (2+ years) is a MUST. Strong programming skills in languages such as Python, Java, or Scala. Skillset to scrape and transform data off of the publicly available web sources. Experience with cloud-based data platforms (e.g., AWS, Azure, GCP). Proficiency in SQL and experience working with relational and non-relational databases. Knowledge of data warehousing concepts and architectures. Familiarity with big data technologies such as Hadoop, Spark, and Kafka. Experience with data modeling tools and techniques. Excellent problem-solving and analytical skills. Strong communication and collaboration skills. Master's degree or equivalent in Computer Science/Data Science. Knowledge of data streaming and real-time processing. Familiarity with data governance and security best practices.
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