Data Engineer 2
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Key skills for this role
Role Overview
Support, develop, and maintain a data and analytics platform.
Process, store, and make data available to analysts and other consumers.
Work with business and IT teams to enable agile data delivery at scale.
Key Skills for This Role
Full Job Posting
Job Summary
Support, develop, and maintain a data and analytics platform.
Process, store, and make data available to analysts and other consumers.
Work with business and IT teams to enable agile data delivery at scale.
Key Responsibilities
- Automate deployment of distributed systems that ingest and transform relational, event-based, and unstructured data.
- Monitor and troubleshoot data quality and data integrity issues.
- Implement metadata, access, retention, and other data governance processes.
- Develop scalable data pipelines using ETL/ELT tools or scripting languages.
- Develop physical data models and implement data storage architectures.
- Operate large-scale data storage and processing solutions using distributed and cloud-based platforms.
- Use Agile, DevOps, Scrum, Kanban, and continuous improvement practices for data-driven applications.
Core Responsibilities
- Develop and maintain enterprise data products, pipelines, transformations, and curated datasets for reporting, analytics, automation, and GenAI use cases.
- Create reusable, discoverable, and governed data assets with metadata, lineage, and quality controls.
- Collaborate with product, engineering, analytics, and business teams to deliver reliable AI-ready data products.
Competencies
- Translate stakeholder needs into verifiable system requirements and establish acceptance criteria.
- Perform ETL activities from varied sources for downstream applications and users.
- Write and test code, test scripts, and build scripts using version control and automation.
- Apply data quality metrics, SDLC practices, and solution validation testing.
- Document solutions and communicate knowledge to stakeholders.
- Identify data flaws and implement data-based solutions that address systemic root causes.
- Collaborate effectively, communicate clearly, focus on customers, and make timely decisions.
Education and Experience
- A college, university, or equivalent degree in a relevant technical discipline, or relevant equivalent experience, is required.
- Three to six years of relevant experience is stated.
- Relevant temporary student employment, internship, co-op, or extracurricular team experience is preferred.
- Knowledge of current data engineering technologies is highly preferred.
Technical Experience
- Preferred exposure includes big data open source technologies, Spark, Scala or Java, MapReduce, Hive, HBase, Kafka, or equivalent coursework.
- Preferred knowledge includes SQL, clustered cloud-based implementations, large-file movement in cloud environments, Agile development, analytical solutions, and IoT technology.
Required Skills, Education, or Experience
- Experience with data integration, ETL/ELT processes, data pipelines, and data transformations using modern cloud-based data platforms.
- Working knowledge of data modeling, SQL, data quality, metadata management, and data governance.
- Ability to translate business and product requirements into scalable, maintainable, performant, and reusable technical solutions.
- Experience working in Agile cross-functional teams.
- A bachelor's degree in Computer Science, Information Technology, Engineering, Data Analytics, or equivalent practical experience.
Preferred Skills and Experience
- Experience with Data-as-a-Product operating models, data catalogs, lineage, quality frameworks, and certified data products is preferred.
- Exposure to AI/ML or GenAI initiatives and AI-ready datasets, semantic models, knowledge assets, or related data structures is preferred.
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