Apache Spark Reviews

indeed Reviews

1. AnnaBenjamin

   7 months ago
   Massive Job Board With Reach — But Quality Can Be Hit or Miss

   I’ve used Indeed both as a job seeker and to post roles, and it’s honestly a mixed experience. On the positive side, the platform has incredible reach — almost every job search starts there. You can find opportunities ranging from entry-level roles to senior positions, and the quick-apply feature makes sending applications fast and easy.

   However, that volume is also its biggest downside. A lot of listings feel outdated or duplicated, and as a candidate you often apply without hearing anything back. From the employer side, free job posts don’t get much visibility, and you’re pushed toward paid listings to get meaningful results.

   Overall, Indeed is useful because of its scale, but the quality of listings and applicant experience can vary a lot. It’s good as a starting point, but not always enough on its own.

   👍 Pros:    Easy to use for both job seekers and employers.

   👎 Cons:    Many listings are outdated, duplicated, or low quality.

Apache Spark mentions (80)

• MLOps Lifecycle: Stages, Workflow, and Best Practices

  Feature transformations should be deterministic: The same input should produce the same output when the same feature definition and configuration are applied. This is what allows training, backtesting, and live inference to remain aligned. Tools such as Pandas, Spark, or feature platforms such as Feast can be used to implement that logic. - Source: dev.to / 2 months ago

• 7 Free Tools for Data Pipeline Reconciliation and Cross-Source Validation

  Apache Spark provides distributed in-memory data processing and is the appropriate tool when the data set to be reconciled does not fit in a single machine's memory, or when parallelizing the comparison across a cluster would reduce runtime from hours to minutes. - Source: dev.to / 3 months ago

• Why Apache IoTDB Is Written in Java: A Decade of Engineering Trade-offs

  When IoTDB was initiated in 2011, almost all influential distributed systems and databases were built in Java or on the JVM—such as Hadoop, HBase, Spark (Scala on JVM), Cassandra, Kafka, and Flink. To integrate deeply with the big data ecosystem, choosing Java was a natural decision. - Source: dev.to / 4 months ago

• I Scraped 47M+ Hacker News Items Into Parquet Files – Here's What I Discovered About HN's Hidden Data Patterns

  For handling even larger datasets or building production applications, Apache Spark provides excellent Parquet support with distributed processing capabilities. - Source: dev.to / 5 months ago

• Show HN: Spark – Zero-config IoT deployment tool written in Rust

  You may want to consider renaming this project. The name "Spark" already refers to: A popular data analytics framework of the Apache Foundation: https://spark.apache.org/ A subset of the Ada programming language used for formal verification: https://learn.adacore.com/courses/intro-to-spark/chapters/01_Overview.html An Nvidia AI development system: https://www.nvidia.com/en-us/products/workstations/dgx-spark/. - Source: Hacker News / 7 months ago

indeed mentions (983)

• A Developer’s Framework for Finding and Validating Profitable SaaS Ideas

  Step 2 - Find Jobs Within That Industry To find jobs in an industry, simply put the industry name right into a job search engine, such as Indeed. The term "car dealers" isn't a job, but what Indeed will do is show you jobs within that industry. This will be your starting point. - Source: dev.to / 7 months ago

• Best Practices for Hiring Top Talent in 2025

  Job Portals: Platforms like LinkedIn, Indeed, and Glassdoor provide access to a vast talent pool. Referral Programs: Encourage employees to refer qualified candidates in exchange for incentives. Industry Events and Conferences: Networking at relevant events helps connect with potential hires. University Partnerships: Collaborate with educational institutions to attract early-career professionals. - Source: dev.to / over 1 year ago

• The Trouble With Job Descriptions

  For example, Indeed.com defines a Job Description as follows:. - Source: dev.to / over 1 year ago

• How to Make Money From Coding: A Beginner-Friendly Practical Guide

  Indeed: Aggregates job listings from various sources. - Source: dev.to / almost 2 years ago

• 📝 Writing a professional resume: Ultimate guide

  Also, we will have to use job board websites, like LinkedIn or Indeed. There probably can be some other websites which are used in your region, so it's better to do some research on it and find out what suits your situation the most. - Source: dev.to / over 2 years ago