Apache Airflow
About
Apache Airflow is an open-source platform for programmatically authoring, scheduling, and monitoring workflows. It allows developers and data engineers to easily create directed acyclic graphs (DAGs) of tasks, track their dependencies and r...
Related Skills
Browse the most common related skills to this skill, based on the last 5 months of job postings data.
How does Lightcast design a skill?
AWS Big Data refers to the utilization of Amazon Web Services (AWS) to handle and process large volumes of data efficiently and cost-effectively. This skill involves leveraging various AWS services such as Amazon EMR, Amazon Redshift, and Amazon Athena to store, process, analyze, and visualize big data sets. AWS Big Data enables organizations to scale their data infrastructure, perform complex analytics, derive insights, and make data-driven decisions to drive business growth and innovation.
Apache Parquet is a columnar storage file format designed for efficient data storage and processing in Big Data environments. It allows for faster data access and better query performance by storing data in a compressed and optimized format, and supports a wide range of programming languages and data processing frameworks. Apache Parquet is commonly used in data warehousing, analytics, and machine learning applications. A specialized skill related to Apache Parquet might include knowledge of how to efficiently read, write, and manipulate Parquet files within specific Big Data processing frameworks like Apache Spark or Hadoop.
Data engineering is the process of designing, building, and maintaining the infrastructure required for the reliable and efficient collection, transformation, storage, and analysis of large volumes of data. It involves working with a wide range of data technologies, including databases, distributed systems, data pipelines, and data warehousing tools, and requires a high level of technical expertise in areas such as programming, data modeling, and data visualization. Data engineers are responsible for ensuring that data is clean, accurate, and available for use by data analysts and data scientists.
Data Pipelines refer to a set of processes that automate the movement and transformation of data from various sources to a destination for analysis and storage. This skill encompasses the design, construction, and management of workflows that facilitate the extraction, transformation, and loading of data, ensuring its quality and accessibility. Knowledge of Data Pipelines is used to streamline data integration, support real-time analytics, and enable informed decision-making by providing timely and accurate data to stakeholders.
Luigi (Python Package) refers to a Python package used to define, organize, and run workflows made up of dependent tasks. It is used in work settings to build and manage data processing pipelines, schedule repeatable jobs, and coordinate task execution across steps. The skill involves setting up task dependencies, monitoring workflow completion, and handling complex batch processes in a structured way.
Lightcast Skills Taxonomy
Looking for a specific skill? Search our library. Explore 35,000+ skills that we've collected from hundreds of millions of job postings, resumes, and online profiles.
The Lightcast Skills Taxonomy delivers clarity by allowing everyone to speak the same language. Use our APIs to articulate your skills needs, and leave the details to us: our dedicated team of taxonomists and engineers cleans, checks, and updates each entry so that you always have the most accurate and up-to-date picture of the labor market.
Are you a nonprofit pursuing a public good? Lightcast Skills APIs are freely available to you because we believe in using data for good and creating a labor market that works for everyone. Through the shared language of skills, we can enable a world where every worker and every job can find their best fits as efficiently and easily as possible.
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What A Spike In Founders Data Reveals About Worker Mobility

Building AI Takes More Than AI Skills

Expanded Alumni Data for a Changing Higher Education Landscape
About
Apache Airflow is an open-source platform for programmatically authoring, scheduling, and monitoring workflows. It allows developers and data engineers to easily create directed acyclic graphs (DAGs) of tasks, track their dependencies and r...
Related Skills
Browse the most common related skills to this skill, based on the last 5 months of job postings data.
How does Lightcast design a skill?
AWS Big Data refers to the utilization of Amazon Web Services (AWS) to handle and process large volumes of data efficiently and cost-effectively. This skill involves leveraging various AWS services such as Amazon EMR, Amazon Redshift, and Amazon Athena to store, process, analyze, and visualize big data sets. AWS Big Data enables organizations to scale their data infrastructure, perform complex analytics, derive insights, and make data-driven decisions to drive business growth and innovation.
Apache Parquet is a columnar storage file format designed for efficient data storage and processing in Big Data environments. It allows for faster data access and better query performance by storing data in a compressed and optimized format, and supports a wide range of programming languages and data processing frameworks. Apache Parquet is commonly used in data warehousing, analytics, and machine learning applications. A specialized skill related to Apache Parquet might include knowledge of how to efficiently read, write, and manipulate Parquet files within specific Big Data processing frameworks like Apache Spark or Hadoop.
Data engineering is the process of designing, building, and maintaining the infrastructure required for the reliable and efficient collection, transformation, storage, and analysis of large volumes of data. It involves working with a wide range of data technologies, including databases, distributed systems, data pipelines, and data warehousing tools, and requires a high level of technical expertise in areas such as programming, data modeling, and data visualization. Data engineers are responsible for ensuring that data is clean, accurate, and available for use by data analysts and data scientists.
Data Pipelines refer to a set of processes that automate the movement and transformation of data from various sources to a destination for analysis and storage. This skill encompasses the design, construction, and management of workflows that facilitate the extraction, transformation, and loading of data, ensuring its quality and accessibility. Knowledge of Data Pipelines is used to streamline data integration, support real-time analytics, and enable informed decision-making by providing timely and accurate data to stakeholders.
Luigi (Python Package) refers to a Python package used to define, organize, and run workflows made up of dependent tasks. It is used in work settings to build and manage data processing pipelines, schedule repeatable jobs, and coordinate task execution across steps. The skill involves setting up task dependencies, monitoring workflow completion, and handling complex batch processes in a structured way.
Lightcast Skills Taxonomy
Looking for a specific skill? Search our library. Explore 35,000+ skills that we've collected from hundreds of millions of job postings, resumes, and online profiles.
The Lightcast Skills Taxonomy delivers clarity by allowing everyone to speak the same language. Use our APIs to articulate your skills needs, and leave the details to us: our dedicated team of taxonomists and engineers cleans, checks, and updates each entry so that you always have the most accurate and up-to-date picture of the labor market.
Are you a nonprofit pursuing a public good? Lightcast Skills APIs are freely available to you because we believe in using data for good and creating a labor market that works for everyone. Through the shared language of skills, we can enable a world where every worker and every job can find their best fits as efficiently and easily as possible.
Browse Skill Categories
Lightcast Skills Resources

What A Spike In Founders Data Reveals About Worker Mobility

Building AI Takes More Than AI Skills

Expanded Alumni Data for a Changing Higher Education Landscape
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This skill is part of the Lightcast Skills Taxonomy, a library of over 35,000 job related skills. It is the standard used by higher education institutions, public sector organizations and Fortune 500 companies around the globe.