Data Scientist

1 day ago


Islamabad, Islamabad, Pakistan ID-ware Full time

About ID-ware

ID-ware is a rapidly growing company that offers a career-oriented position for a skilled Python developer. We work with multinational clients in an international environment.

Job Summary

  • We are seeking a highly experienced Python developer to develop, implement, and optimize ETL workflows to extract, transform, and load data from various sources.
  • You will write efficient Python scripts and applications for data processing, ETL, and data analysis.
  • Your task is to design and maintain data pipelines for ETL and reporting.
  • You will work with relational and non-relational databases (SQL, NoSQL) to store and retrieve data efficiently.
  • Achieving high performance and efficiency in data extraction, transformation, and loading (ETL) is crucial.
  • Ensuring data quality, integrity, and security in all ETL processes is essential.
  • You will automate and schedule ETL workflows using Apache Airflow, Mage, or other orchestration tools.
  • Maintaining optimal ETL performance for scalability and efficiency is vital.
  • You will develop REST-like APIs to integrate machine learning models with other applications.
  • Collaboration with software engineers, analysts, and product managers to deliver data-driven solutions is key.
  • Optimizing database queries and handling structured & unstructured data is important.
  • You will implement unit and integration tests to ensure system reliability.
  • Staying updated with AI, ML, and big data trends to improve current systems is necessary.

Your Qualifications

  • You have 3+ years of experience in Python development.
  • Strong experience with data science libraries (Pandas, NumPy, Scikit-Learn, TensorFlow, PyTorch).
  • Experience with ETL tools like Apache Airflow, Mage etc.
  • Solid understanding of database systems (PostgreSQL, MySQL, MongoDB, etc.).
  • Familiarity with API integration and data ingestion from various sources (REST, SOAP, FTP, LDAP etc.).
  • Experience with version control systems (Git, GitHub, Bitbucket).
  • Experience in cloud computing platforms (Azure, AWS, GCP).
  • Strong problem-solving skills and ability to work in agile development environments.

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