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Data Engineer

1 month ago

Bangalore Karnataka, India Siemens Full time

Job Title Data EngineerLocation Bengaluru Karnataka India Job Type Full-Time Introduction o We are seeking a passionate and innovative Data Engineer Scientist to join our IT organization as part of a dynamic cross-functional team In this role you will build and maintain the data infrastructure required for AI ML models ensuring data is easily accessible clean and organized for downstream tasks You will also develop AI models perform data analysis and turn data insights into actionable business strategies Additionally you will work with business stakeholders to identify use cases analyze data and develop insights and predictive models Key Responsibilities o Data Infrastructure Development and Maintenance Build and maintain data pipelines and infrastructure to collect process and make data accessible for AI ML models other projects and colleagues Design and implement data pipelines using ETL tools e g Azure Data Factory Apache Spark Databricks Manage and optimize data storage solutions e g Azure Data Lake Synapse Analytics Ensure data quality consistency and security by creating monitoring mechanisms to ensure the quality and notice issues proactively o AI Model Development and Data Analysis Develop AI models perform data analysis and turn data insights into actionable business strategies Conduct exploratory data analysis EDA to uncover trends and patterns and document them Work on feature engineering model selection and validation in a structured manner using scientific approach Interpret model outputs and communicate results to non-technical stakeholders Good communication skills and excellent story telling of data analysis results Identify bottlenecks and inefficiencies in processes through data analysis Recommend and implement process improvements based on data driven insightso Collaboration and Stakeholder Engagement Work with business stakeholders to identify use cases analyze data and develop insights and predictive models Collaborate with the data team to define data requirements for model training and evaluation Engage with business teams to understand their needs and deliver data solutions that add tangible value Communicate complex data concepts and the benefits of data projects to non-technical stakeholders effectively Required Qualifications o Bachelor s or master s degree in Computer Science Data Science Engineering or a related field with 6xe2x80x939 years of IT experience including a minimum of 3xe2x80x935 years of relevant experience as Data Engineer Scientist o Proficiency in SQL Python and data pipeline tools spark would be an advantage o Experience with cloud data storage solutions Azure AWS Google Cloud o Understanding of data governance and compliance requirements o Strong knowledge of LLM SLM machine learning algorithms and best practices o Good understanding of Hierarchical Multi-Agent systemso Ability to translate complex analyses into actionable insights o Proficiency in Python R and statistical analysis o Experience in data visualization frameworks such as Plotly and Dasho Good understanding of RAG concept and experience in documentationo Solid understanding of natural language processing approach and analysiso Familiarity with libraries such as langchain pytorch langgraph pandas numpy scikit-learn mlflow Preferred Qualifications o Experience in developing data solutions for marketing sales or communications o Knowledge of cloud services AWS Azure Google Cloud and their data offerings o Demonstrated ability to work in cross-functional teams and manage projects o Familiarity with agile development methodologies Siemens