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Data Engineer - Python / Spark
VariteHyderabad21 days ago
Job descriptionUses knowledge of existing and emerging data science engineering principles, theories, and techniques to inform business decisions; and produce accurate business insights. Completes projects and assignments of moderate scope and complexity under normal supervision to ensure customer and business needs are met. Applies discretion and independent judgement to interpret data trends and summarize data insights. Assists in the preliminary data exploration, data preparation for accurate model development. Establishes working relationships with others outside area of Data Science Engineering expertise. Prepares presentations of project outputs for external customers with assistance. Design, develop, and maintain scalable data pipelines and systems for data processing. Utilize Data Lakehouse, Spark on Kubernetes and related technologies to manage large-scale data processing. Perform data ingestion from various sources like API's, RDBMS, NoSQL DB's, Kafka, Middleware & Files using Spark and process data into Lakehouse platform. Develop and maintain py-spark scripts for automation of data processing tasks. Implement full and incremental data loading strategies to ensure data consistency and availability. Orchestrate and monitor workflows using Apache Airflow. Ensure code quality and version control using GIT. Troubleshoot and resolve data-related issues in a timely manner. Stay up-to-date with the latest industry trends and technologies to continuously improve our data infrastructure. Design, develop, and maintain scalable data pipelines and systems for data processing. Utilize Data Lakehouse, Spark on Kubernetes and related technologies to manage large-scale data processing. Perform data ingestion from various sources like API's, RDBMS, NoSQL DB's, Kafka, Middleware & Files using Spark and process data into Lakehouse platform. Develop and maintain py-spark scripts for automation of data processing tasks. Implement full and incremental data loading strategies to ensure data consistency and availability. Orchestrate and monitor workflows using Apache Airflow. Ensure code quality and version control using GIT. Troubleshoot and resolve data-related issues in a timely manner. Stay up-to-date with the latest industry trends and technologies to continuously improve our data : Proven experience as a Data Engineer (ETL, data warehousing, data Lakehouse). Strong knowledge of Spark on Kubernetes, S3 and Docker Images. Proficiency in Data engineering techniques with Py-spark. Strong experience in Data warehousing techniques like data mining, data analysis, data profiling. Experience with Python scripting for automation. Expertise in full and incremental data loading techniques. Excellent problem-solving skills and attention to detail. Ability to work collaboratively in a team environment and communicate effectively with stakeholders. Understanding of streaming data applications using. Hands-on experience with Apache Airflow for workflow orchestration. Proficiency with GIT for version control Understanding of data engineering integration with LLMs or GEN-AI applications and Vector DB. Knowledge on Shell scripting Postgres SQL or SQL server or MSBI.
About The Job :
- Develops technical tools and programming to cleanse, organize and transform data and to maintain, protect and update data structures and integrity on an automated basis.
- Applies data extraction, transformation, and loading techniques in order to tie together large data sets from a variety of sources.
- Partners with both internal & external sources to design, build and oversee the deployment and operation of technology architecture, solutions and software.
- Designs, develops and programs methods, processes and systems to capture, manage, store and utilize structured and unstructured data to generate actionable insights and solutions.
- Responsible for the maintenance, improvement, cleaning, and manipulation of data in the business client's operational and analytics databases.
- Proactively analyzes and evaluates the business client's databases in order to identify and recommend improvements and optimization.
Essential Job Functions :
Good to have :
(ref : hirist.tech)
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Data Engineer • Hyderabad
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