
Unlocking the Power of Data: A Senior Data Engineer Role
5 days ago
We are seeking an experienced Senior Data Engineering Specialist to join our team.
About the RoleThis is a challenging and rewarding role that involves designing, developing, and maintaining large-scale data systems. The successful candidate will have strong technical skills in data engineering, including experience with data warehousing concepts, ETL processes, and data modeling. They will also have excellent problem-solving, analytical, and critical thinking skills, as well as strong communication and collaboration skills.
Key Responsibilities- Design and develop data pipelines for Generative AI projects using Vector DB, Graph DB, Airflow, Spark, PySpark, Python, langchain, AWS Functions, Redshift, and SSIS.
- Manage movement, organization, and quality assessments of large sets of data to facilitate the creation of Knowledge bases for RAG systems and model training.
- Demonstrate familiarity with data integration services such as AWS Glue and Azure Data Factory, showcasing the ability to effectively utilize these platforms for seamless data ingestion, transformation, and orchestration across various sources and destinations.
- Possess proficiency in constructing data warehouses and data lakes, demonstrating a strong foundation in organizing and consolidating large volumes of structured and unstructured data for efficient storage, retrieval, and analysis.
- Optimize and maintain data pipelines to ensure high-performance, reliable, and scalable data processing.
- Develop and implement data validation and quality assurance procedures to ensure the accuracy and consistency of the data used in Generative AI projects.
- Monitor and troubleshoot data pipeline performance, identify bottlenecks, and implement improvements as necessary.
- Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
- Strong experience with data engineering technologies, including Vector DB, Graph DB, Airflow, Spark, PySpark, Python, langchain, AWS Functions, Redshift, and SSIS.
- Strong understanding of data warehousing concepts, ETL processes, and data modeling.
- Familiarity with Generative AI concepts and technologies, such as GPT-4, Transformers, and other natural language processing techniques.
- Excellent problem-solving, analytical, and critical thinking skills.
- Strong communication and collaboration skills, with the ability to work effectively with cross-functional teams.
- Knowledge of cloud computing platforms, such as AWS, Azure, or Google Cloud Platform.
- Experience with big data technologies, such as Hadoop, Hive, or Presto.
- Familiarity with machine learning frameworks, such as TensorFlow or PyTorch.
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