Cloudera

DECEMBER 13, 2021

On December 10th 2021, the Apache Software Foundation released version 2.15.0 of the Log4j Java logging library, fixing CVE-2021-44228 , a remote code execution vulnerability affecting Log4j 2.0-2.14. The post Cloudera Response to CVE-2021-44228 appeared first on Cloudera Blog.

Java 127

Java Coding Project Engineering 127

DataKitchen

JANUARY 4, 2021

The post Data-driven 2021: Predictions for a new year in data, analytics and AI first appeared on DataKitchen.

Data Analytics 145

Data Analytics Data 145

The Pragmatic Engineer

MAY 11, 2023

Coinbase spent $65M with Datadog in 2021, and this was their due bill for that year. Coinbase had an incredible 2021 and did not have to care about costs. And so, the $65M bill was for Datadog, for 2021. In future, the bill for Datadog would be nowhere near the $65M of 2021. And I got my answer: Yes.

AWS 347

AWS Software Engineer Software Engineering Google Cloud 347

KDnuggets

NOVEMBER 3, 2021

At our upcoming event this November 16th-18th in San Francisco, ODSC West 2021 will feature a plethora of talks, workshops, and training sessions on machine learning topics, deep learning, NLP, MLOps, and so on.

Machine Learning 136

Machine Learning Deep Learning 136

Cloudera

DECEMBER 21, 2021

New in 2021. Figure 2 – CDE product launch highlights in 2021. Early on in 2021 we expanded our APIs to support pipelines using a new job type — Airflow. As exciting 2021 has been as we delivered killer features for our customers, we are even more excited for what’s in store in 2022. Modernizing pipelines.

Data Engineering 118

Data Engineering Data Engineer Engineering Data Pipeline 118

The Pragmatic Engineer

MARCH 23, 2023

Then in December 2022, I collected insights from tech recruiters , concluding that the market had slowed down from the frenzy of 2021-Q1 2022 and noted that every recruiter had shared there was some slowdown in the number of positions companies were hiring for. In October 2022, I wrote about the start of a Big Tech hiring slowdown.

Software Engineer 279

Software Engineer Software Engineering Engineering Recruitment 279

KDnuggets

DECEMBER 21, 2021

If you have clear, well-defined objectives, it won’t be hard to identify the ETL technology that best meets your needs. Here are some of the best ETL tools you can use in your business.

ETL Tools 157

ETL Tools Technology IT 157

The Pragmatic Engineer

OCTOBER 10, 2024

 A VC-funded company that raised $980M and was valued at $7.5B  in 2021. In 2021, it was valued at $7.5B. To maintain 2021-2022 valuations, companies need to increase revenue and profitability. The combatants: In one corner: Automattic.  A In the other corner: WP Engine.  A

Consulting 347

Consulting AWS Engineering Software Engineer 347

The Pragmatic Engineer

APRIL 13, 2023

Source: Dealroom Seed investments have dropped since 2021, but in 2022 were around the same level as in 2020 – and well above 2019. Source: Dealroom Wow, what happened in Q1 2021, when VC funding practically doubled? The peak of amounts invested was Q2 2021, but investment remained outstanding until Q3 2022.

Finance 235

Finance Media Software Engineer Software Engineering 235

The Pragmatic Engineer

MAY 25, 2023

Something changed since mid-2021: we’ll investigate exactly what happened that explains this sudden rise Some tech companies are in “Glassdoor crisis management mode” after layoffs. However, there’s a definite and ongoing uptick since the mid-2021.

Software Engineer 354

Software Engineer Software Engineering AWS Engineering 354

KDnuggets

DECEMBER 8, 2021

2021 has almost come and gone. We saw some standout advancements in AI, Analytics, Machine Learning, Data Science, Deep Learning Research this past year, and the future, starting with 2022, looks bright. As per KDnuggets tradition, our collection of experts have contributed their insights on the matter. Read on to find out more.

Deep Learning 118

Deep Learning Machine Learning Data Science Data 118

KDnuggets

DECEMBER 2, 2021

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code.

Coding 160

Coding 160

Analytics Vidhya

APRIL 13, 2023

The job opportunities for data scientists will grow by 36% between 2021 and 2031, as suggested by BLS. It has become one of the most demanding job profiles of the current era.

Data Science 256

Data Science Certification Recruitment Data 256

The Pragmatic Engineer

SEPTEMBER 26, 2023

In 2021, Microsoft open sourced VS Code Server. Here is a summary of all the vendors and products mentioned in this article: The number of cloud development environment product launches seem to be increasing since 2021. Open source VS Code Server. This is the server code that powers VS Code remote development, and GitHub Codespaces.

Cloud 316

Cloud Software Engineer Software Engineering Cloud Computing 316

Simon Späti

SEPTEMBER 28, 2021

Taking notes helps you not to forget things, teaches you to express yourself, brainstorms your thoughts, research a topic, and so many more things. I used to take notes all my life. Maybe it’s because I’m Swiss, they say we are well organised. I used to write in OneNote for 10+ years.

IT 130

IT 130

The Pragmatic Engineer

DECEMBER 21, 2023

2023 was the second full year of The Pragmatic Engineer Newsletter , and this newsletter is now almost two and a half years old; the first issue came out on 26 August 2021. For reviews of earlier years, see The Pragmatic Engineer  in 2021  and  in 2022. Thank you for being a reader, I greatly value your support.

Engineering 212

Engineering Software Engineer Software Engineering Project 212

The Pragmatic Engineer

NOVEMBER 9, 2023

Source: Forbes It certainly seemed like Charlie Javice was a standout founder; in 2021, JP Morgan purchased Frank for $175M. In 2021, an engineer was asked to produce fake data for 4.2M We now know the 300,000 user number was fake. However, things turned sour quickly. But after the purchase, this data was found to be mostly fake.

Software Engineer 290

Software Engineer Software Engineering Engineering Coding 290

The Pragmatic Engineer

MARCH 19, 2024

A first, smaller wave of these stories included Magic.dev raising $100M in funding from Nat Friedman (CEO of GitHub from 2018-2021,) and Daniel Gross (cofounder of search engine Cue which Apple acquired in 2013,) to build a “superhuman software engineer.” AI dev tool startups need outlandish claims to grab attention.

Software Engineer 327

Software Engineer Software Engineering Programming Language Media 327

Knowledge Hut

OCTOBER 31, 2023

T he PMP New Exam 2021 For this year’s PMP exam new version, a market research study on the Global Practice Analysis was conducted by the PMI. The launch of the PMI new exam has also been postponed until the 2nd of January 2021. It produced several professional trends that were not addressed in the previous PMP exam.

Certification 98

Certification Education Project Programming 98

The Pragmatic Engineer

MAY 9, 2023

In 2021, Okta’s median compensation package was $258,687. Then in May 2021, Okta acquired Auth0, a 900-person company. The Auth0 acquisition was a stock-heavy deal, in which former Auth0 employees received a large, one-off stock compensation grant.

Software Engineer 302

Software Engineer Software Engineering Engineering Media 302

The Pragmatic Engineer

FEBRUARY 23, 2023

In 2021, an impressive 67% of graduates got a software engineering job within 8 weeks, and in 2022 this number was 74% and close to 100% after 6 months, with a $124K average base salary. Remember that in 2021 junior engineers were struggling to find entry-level positions, as I covered at time , even within the generally heated job market.

Software Engineer 276

Software Engineer Software Engineering Recruitment Portfolio 276

The Pragmatic Engineer

SEPTEMBER 28, 2023

In 2021, I left Uber for Rise Calendar as a technical co-founder. In 2021, upleveling was common across all of Big Tech. In 2015 when I joined, we had 6 engineers in the Amsterdam office. Six years later, we were at 250 people. For most of my time, I was part of the Rider Payments team and worked for 4 years with Gergely.

Software Engineer 314

Software Engineer Software Engineering Engineering Building 314

The Pragmatic Engineer

JUNE 8, 2023

This is the problem many tech companies including Shopify have experienced with stock prices falling since mid-2021. Here’s a thought experiment: say you could accurately predict how Shopify’s revenue and loss change between September 2021 and the following 2 years. And when would it be sensible to buy more stock?

Software Engineer 177

Software Engineer Software Engineering Media Engineering 177

The Pragmatic Engineer

MAY 1, 2024

A first, smaller wave of these stories included Magic.dev raising $100M in funding from Nat Friedman (CEO of GitHub from 2018-2021,) and Daniel Gross (cofounder of search engine Cue which Apple acquired in 2013,) to build a “superhuman software engineer.” AI dev tool startups need outlandish claims to grab attention.

Software Engineer 246

Software Engineer Software Engineering Programming Language Media 246

The Pragmatic Engineer

OCTOBER 10, 2023

Here's the timeline of our fundraising story since the launch of the company: May 2019: founding the company Nov 2019: the first round of funding led by Greylock: Series A ($11M) Jan 2021: Series B ($43M) Oct 2021: Series C ($200M) Jan 2022: Series C-1 ($115M) An interesting bit of history is how the first funding round at most startups is called (..)

Software Engineer 327

Software Engineer Software Engineering Architecture Media 327

The Pragmatic Engineer

MARCH 3, 2023

It has also hired some engineers in Poland, where the company opened its first European R&D office in 2021. Bytedance/Tiktok growing so fast is surprising. I hear TikTok is hiring aggressively, mostly in the US.

Recruitment 252

Recruitment Software Engineer Software Engineering Finance 252

KDnuggets

DECEMBER 13, 2021

Also: 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; How to Get Certified as a Data Scientist; A $9B AI Failure, Examined; AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2021 and Key Trends for 2022.

Deep Learning 138

Deep Learning Building Data Science Machine Learning 138

The Pragmatic Engineer

APRIL 11, 2024

As related reading, here are past articles touching on the topic of migrations and tricky outages: Why it took Roblox 73 hours to get their systems back online in 2021. Perhaps we’ll learn what caused this serious incident. An interesting deepdive, and details on why it took so long to find the root cause of the outage.

Banking 271

Banking Utilities Database Engineering 271

The Pragmatic Engineer

FEBRUARY 2, 2023

Back in 2021, Apple was one of the only Big Tech companies to not get involved with the heated job market and its inflated compensation packages. It also did not speed up hiring during 2020-2021, like most other companies did. I keep seeing Apple apparently ignore its competitors and what they are doing.

IT 166

IT Software Engineer Software Engineering Media 166

The Pragmatic Engineer

JULY 20, 2023

In 2021 and 2022, they also invested into our seed extension round. Pivoting and growing the company In 2021 – when we last talked – you had just pivoted your company. To this day, we’re one of the few seed deals split between a16z and Sequoia! Over the years, Harpoon Ventures also got interested. What happened?

Building 235

Building Programming Language Programming Python 235

The Pragmatic Engineer

OCTOBER 18, 2024

WP Engine is the challenger for the most popular managed WordPress hosting service – generating likely around $400M/year in revenue ( as per Automattic ), versus Automattic’s circa $500M/year, as per Automattic’s CEO, in a now-edited blog post. Automattic raised $980M in venture funding and was valued at $7.5B

Engineering 357

Engineering Government Project AWS 357

Marc Lamberti

NOVEMBER 2, 2021

For example, the 01/01/2021 00:00. So, your DAG is effectively triggered, the 02/01/2021 00:00 and not the 01/01/2021 00:00. In this example, the 01/01/2021 00:00. In this example, the 01/01/2021 00:00. For example, the 01/11/2021 11 PM, is on Monday but after 2:00 PM. Why does it work like that?

Data Pipeline 130

Data Pipeline Coding Process IT 130

KDnuggets

JANUARY 3, 2022

Also: 6 Predictive Models Every Beginner Data Scientist Should Master; The Best ETL Tools in 2021; Write Clean Python Code Using Pipes; Three R Libraries Every Data Scientist Should Know (Even if You Use Python).

Python 129

Python Coding ETL Tools Data 129

Snowflake

AUGUST 30, 2023

To clear up confusion about Instacart’s historical spend on Snowflake, the actual usage of Snowflake (Instacart’s expenses) was $28 million in the 2021 calendar year, $28 million in the 2022 calendar year, and in the first half of calendar year 2023, $11 million.

Media 140

Media Retail Machine Learning Data Pipeline 140

Christophe Blefari

MARCH 1, 2023

I've covered with takeways the 2 last one: Coalesce 2021 and Coalesce 2022. In these articles there are a lot of cool presentations you should watch to understand deeper how dbt works.

Data Warehouse 278

Data Warehouse SQL Metadata Raw Data 278