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GCP Data Pipeline Engineer
GCP Data Pipeline EngineerTata Consultancy Services • Tampa, FL, United States
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GCP Data Pipeline Engineer

GCP Data Pipeline Engineer

Tata Consultancy Services • Tampa, FL, United States
16 days ago
Job type
  • Full-time
Job description

Must Have Technical / Functional Skills

  • Programming & Libraries : Expert-level proficiency in Python and its core data science libraries (Pandas, NumPy, Scikit-learn). Strong proficiency in SQL for complex data extraction and manipulation.
  • Machine Learning Frameworks : Hands-on experience with modern deep learning frameworks such as TensorFlow or PyTorch.
  • Statistical Modeling : Deep understanding of statistical concepts and a wide range of machine learning algorithms, with proven experience in time-series forecasting and anomaly detection.
  • Big Data Technologies : Demonstrable experience working with large datasets using distributed computing frameworks, specifically Apache Spark.
  • Database Systems : Experience querying and working with data from multiple relational database systems (e.g., PostgreSQL, Oracle, MS SQL Server).
  • Cloud Platforms : Experience building and deploying data science solutions on a major cloud platform (AWS, GCP, or Azure). Familiarity with their native ML services (e.g., AWS SageMaker, Google Vertex AI) is a strong plus.
  • MLOps Tooling : Practical experience with MLOps principles and tools for model versioning, tracking, and deployment (e.g., MLflow, Docker).
  • Communication and Storytelling : Excellent verbal and written communication skills, with a proven ability to explain complex technical concepts to a non-technical audience through visual storytelling.

Roles & Responsibilities

  • Strong hands-on experience with GCP services such as BigQuery, Cloud Dataflow, Cloud Composer, Pub / Sub, and Cloud Storage.
  • Proficiency in Python for data processing and automation, along with strong SQL skills for querying and data manipulation.
  • Solid understanding of data modeling concepts, database design, and data warehousing techniques.
  • Experience with ETL / ELT frameworks and tools, including Apache Beam and Apache Spark.
  • Familiarity with data visualization tools like Looker or Tableau to support data analytics.
  • Excellent analytical and problem-solving skills to address complex data issues.
  • Strong verbal and written communication skills to collaborate effectively with cross-functional teams.
  • Experience with version control systems like Git.
  • Familiarity with Agile development processes is often advantageous.
  • Salary Range : $90,000-$110,000 a year

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    Data Engineer Gcp • Tampa, FL, United States

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