Instil Software Ltd - Data Engineer

• 2–5 years’ commercial experience in a data engineering or data‑focused software engineering role. • Experience working with production data, including considerations around data quality, reliability, and failure handling. • Strong problem‑solving skills and an ability to work effectively with incomplete or evolving requirements. • Clear communication skills and experience collaborating within cross‑functional teams. • Commercial experience including a combination of the following: • Python for data processing, transformation, and pipeline development • AWS data services such as S3, Lambda, Glue (or comparable cloud services) • Designing, building, and maintaining ETL / ELT pipelines in production environments • Strong SQL skills, including complex queries and performance tuning • Working with a cloud data warehouse such as Snowflake (or similar), covering data models, pipelines, and warehouse objects • Handling semi‑structured data (e.g. JSON, Parquet) alongside structured datasets • Experience with data orchestration or scheduling tools. • Exposure to CI/CD practices for data pipelines. • Familiarity with analytics or BI use cases and consumers of data. • Awareness of data governance, access control, or security concepts. • Experience working in agile, delivery‑focused teams.