Remove Data Architecture Remove Hadoop Remove NoSQL
article thumbnail

What is an AI Data Engineer? 4 Important Skills, Responsibilities, & Tools

Monte Carlo

Key Differences Between AI Data Engineers and Traditional Data Engineers While traditional data engineers and AI data engineers have similar responsibilities, they ultimately differ in where they focus their efforts.

article thumbnail

A Prequel to Data Mesh

Towards Data Science

When I heard the words ‘decentralised data architecture’, I was left utterly confused at first! In my then limited experience as a Data Engineer, I had only come across centralised data architectures and they seemed to be working very well. New data formats emerged — JSON, Avro, Parquet, XML etc.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Top Hadoop Projects and Spark Projects for Beginners 2021

ProjectPro

Big data has taken over many aspects of our lives and as it continues to grow and expand, big data is creating the need for better and faster data storage and analysis. These Apache Hadoop projects are mostly into migration, integration, scalability, data analytics, and streaming analysis. Data Migration 2.

Hadoop 52
article thumbnail

Telecom Network Analytics: Transformation, Innovation, Automation

Cloudera

Increasingly, skunkworks data science projects based on open source technologies began to spring up in different departments, and as one CIO said to me at the time ‘every department had become a data science department!’ . Data governance was completely balkanized, if it existed at all.

article thumbnail

How to Become a Data Engineer in 2024?

Knowledge Hut

Most of the Data engineers working in the field enroll themselves in several other training programs to learn an outside skill, such as Hadoop or Big Data querying, alongside their Master's degree and PhDs. Hadoop Platform Hadoop is an open-source software library created by the Apache Software Foundation.

article thumbnail

Data Architect: Role Description, Skills, Certifications and When to Hire

AltexSoft

This specialist works closely with people on both business and IT sides of a company to understand the current needs of the stakeholders and help them unlock the full potential of data. To get a better understanding of a data architect’s role, let’s clear up what data architecture is.

article thumbnail

Data Scientist vs Data Engineer: Differences and Why You Need Both

AltexSoft

Data scientists use different programming tools to extract data, build models, and create visualizations. Expected to be somewhat versed in data engineering, they are familiar with SQL, Hadoop, and Apache Spark. An overview of data engineer skills. Data warehousing. Machine learning techniques. Programming.