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

AltexSoft

This suggests that today, there are many companies that face the need to make their data easily accessible, cleaned up, and regularly updated. Hiring a well-skilled data architect can be very helpful for that purpose. What is a data architect? Let’s discuss and compare them to avoid misconceptions.

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Data Engineer vs Data Analyst: Key Differences and Similarities

Knowledge Hut

Many universities and online learning platforms offer data science courses, ranging from introductory courses for beginners to advanced courses for experienced professionals. A degree in computer science, software engineering, or a similar subject is often required of data engineers.

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How to Become a Data Engineer in 2024?

Knowledge Hut

Data Engineering is typically a software engineering role that focuses deeply on data – namely, data workflows, data pipelines, and the ETL (Extract, Transform, Load) process. Data Engineers are skilled professionals who lay the foundation of databases and architecture.

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What is Machine Learning Engineer: Responsibilities, Skills, and Value Brought

AltexSoft

This article will focus on the role of a machine learning engineer, their skills and responsibilities, and how they contribute to an AI project’s success. The role of a machine learning engineer in the data science team. The focus here is on engineering, not on building ML algorithms. Who does what in a data science team.

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Top-Paying Data Engineer Jobs in Singapore [2023 Updated]

Knowledge Hut

Machine Learning Engineer Machine learning engineers work in the data science team on the AI building, researching, and forming, which helps in ML. The average salary for a Machine Learning Engineer is S$7448 per month in Singapore. Data Architect The average salary for a Data Architect is S$110000 per year in Singapore.

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Top 7 Data Engineering Career Opportunities in 2024

Knowledge Hut

The primary process comprises gathering data from multiple sources, storing it in a database to handle vast quantities of information, cleaning it for further use and presenting it in a comprehensible manner. Data engineering involves a lot of technical skills like Python, Java, and SQL (Structured Query Language).

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Schemas, Contracts, and Compatibility

Confluent

Whilst this is not a problem for data files where you can store the schema once for the entire file, providing the schema with every event in Kafka would be particularly inefficient in terms of the network and storage overhead. Java library for fetching and caching schemas.

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