InfoQ Culture Methods

APRIL 18, 2020

At the end of 2019, InfoQ ran a survey of our readers to find out what tools, techniques, and languages they were using. This is a summary of the results. By Charles Humble.

Survey 58

Survey Tools Data Engineering Programming 58

CIO

SEPTEMBER 29, 2023

The recent AI boom has sparked plenty of conversations around its potential to eliminate jobs, but a survey of 1,400 US business leaders by the Upwork Research Institute found that 49% of hiring managers plan to hire more independent and full-time employees in response to the demand for AI skills.

Generative AI 357

Generative AI ChatGPT Machine Learning Artificial Inteligence 357

CIO

JANUARY 6, 2023

For some that means getting a head start in filling this year’s most in-demand roles, which range from data-focused to security-related positions, according to Robert Half Technology’s 2023 IT salary report. The survey also reveals the average salaries for each role based on experience.

LAN 358

LAN Systems Administration How To WAN 358

CIO

MARCH 23, 2023

Nearly nine out of 10 (88 percent) of 2,000 developers surveyed said that using Copilot, a real-time AI assistant that offers code suggestions, made them more productive. The words of one software engineer illustrate why: “(With Copilot,) I have to think less, and when I have to think it’s the fun stuff.

Development 147

Development Artificial Intelligence Artificial Inteligence Survey 147

Dzone - DevOps

JUNE 2, 2023

In a recent survey by Great Expectations , 91% of respondents revealed that data quality issues had some level of impact on their organization. It highlights the critical importance of data quality in data engineering pipelines.

Data 52

Data Machine Learning Artificial Inteligence Survey 52

CIO

FEBRUARY 14, 2023

Lessons not learned from the past Organizations have over the past decade put a tremendous amount of energy and effort into becoming data driven but many still struggle to achieve the ROI from data that they’ve sought. report they have established a data culture 26.5% report they have a data-driven organization 39.7%

Artificial Inteligence 285

Artificial Inteligence Strategy Data Machine Learning 285

TechCrunch

MAY 26, 2022

But as data continues to grow in scale and complexity, it’s becoming scattered across apps and platforms — often leading to problems where it concerns data quality. “Data lineage and observability are key capabilities that can solve these complex issues. .”

Data 228

Data Weak Development Team Enterprise Analysis 228

TechCrunch

JANUARY 10, 2023

The need for data observability, or the ability to understand, diagnose and orchestrate data health across various IT tools, continues to grow as organizations adopt more apps and services. “We plan to invest in … creating resources that can help data engineers find us.” ” Image Credits: Metaplane.

Data 241

Data Software Review Technical Review Systems Review 241

CIO

SEPTEMBER 2, 2022

According to a 2021 Gartner research report, hiring senior data scientists is “very difficult,” and even finding junior-level data science talent is challenging. Similar findings came out of a 2021 Forrester report which noted that 55% of companies surveyed were looking to hire data scientists.

Data 246

Data Machine Learning Artificial Inteligence Training 246

CIO

SEPTEMBER 1, 2022

According to a 2021 Gartner research report, hiring senior data scientists is “very difficult,” and even finding junior-level data science talent is challenging. Similar findings came out of a 2021 Forrester report which noted that 55% of companies surveyed were looking to hire data scientists.

Data 246

Data Machine Learning Artificial Inteligence Training 246

TechCrunch

SEPTEMBER 29, 2022

Their clients often encountered challenges in transforming data, Petrossian says, as well as documenting these transformations in a way that made intuitive sense. Moreover, 75% percent of data teams feel that outdated migration and maintenance processes are costing them productivity and capital.

Enterprise 184

Enterprise Data Business Intelligence Analytics 184

TechCrunch

AUGUST 8, 2022

In a recent MuleSoft survey , 84% of organizations said that data and app integration challenges were hindering their digital transformations and, by extension, their adoption of cloud platforms. By 2025, driven partly by the need for digital services, 85% of enterprises will have a cloud-first principle, according to Gartner.

Company 191

Company Data Google Cloud Cloud 191

CIO

JULY 6, 2023

In contrast, Oracle is yet to configure how it will help enterprises access data and model tuning tools as part of its planned service. The suggestions feature, on the other hand, is expected to provide recommendations across various tasks, such as providing survey questions.

Generative AI 240

Generative AI Artificial Inteligence Strategy Google Cloud 240

TechCrunch

APRIL 12, 2022

According to a 2021 Wakefield Research report , enterprise data engineers spend nearly half their time building and maintaining data pipelines. At their worst, messy abstractions can necessitate rebuilding infrastructure to deploy AI to production, Umare points out — negatively affecting the potential return on investment.

Artificial Inteligence 202

Artificial Inteligence Machine Learning Open Source Biotech 202

CIO

MARCH 12, 2024

Additionally, we are looking into training LLMs [large language models] on our code base to unlock further productivity boosts for our developers and data engineers. To collect internal feedback on ZoomInfo’s use of GitHub Copilot, the company conducted a survey of about 80 of its developers.

Software Development 327

Software Development Software Review Weak Development Team Software 327

TechCrunch

MAY 3, 2022

Finding these issues is often a major pain point for data scientists. According to one recent survey (from MLOps Community), 84.3% ” Galileo fits into the emerging practice of MLOps, which combines machine learning, DevOps and data engineering to deploy and maintain AI models in production environments.

Artificial Inteligence 223

Artificial Inteligence Machine Learning Development Software Review 223

Datavail

JUNE 20, 2023

Percona Live 2023 was an exciting open-source database event that brought together industry experts, database administrators, data engineers, and IT leadership. As of this writing, the full survey report has not yet been published. 93% of large enterprises use database monitoring and management solutions.

Open Source 52

Open Source Database Administration Survey AWS 52

The Crazy Programmer

MARCH 14, 2020

According to a widely-cited McKinsey survey, only 16% of companies had successful digital transformations (as in, changes that brought improved performance that could be sustained over time). The existence of Instagram influencers, YouTubers, remote software QA testers , big data engineers, and so on was unthinkable a decade ago.

Artificial Intelligence 208

Artificial Intelligence Artificial Inteligence Survey Technology 208

O'Reilly Media - Ideas

JANUARY 29, 2019

A recent survey investigated how companies are approaching their AI and ML practices, and measured the sophistication of their efforts. The current generation of AI and ML methods and technologies rely on large amounts of data—specifically, labeled training data. Data scientists and data engineers are in demand.

Sustainability 85

Sustainability Company Machine Learning Artificial Inteligence 85

TechCrunch

OCTOBER 7, 2021

Hughes was therefore happy to recommend DuVander via our experts survey. If your customers are data engineers, it probably won’t make sense to discuss front-end web technologies. Respond to our survey and help other startups find top growth marketers they can work with!

Weak Development Team 231

Weak Development Team Software Development Marketing Technical Advisors 231

Altexsoft

FEBRUARY 11, 2023

Data is now one of the most valuable assets for any kind of business. The 11th annual survey of Chief Data Officers (CDOs) and Chief Data and Analytics Officers reveals 82 percent of organizations are planning to increase their investments in data modernization in 2023. Feel free to enjoy it. Feel free to enjoy it.

Data 87

Data Data Engineering Big Data Architecture 87

O'Reilly Media - Ideas

JANUARY 8, 2019

Increasing focus on building data culture, organization, and training. In a recent O’Reilly survey , we found that the skills gap remains one of the key challenges holding back the adoption of machine learning. The demand for data skills (“the sexiest job of the 21st century”) hasn’t dissipated.

Trends 88

Trends Data Machine Learning Artificial Inteligence 88

TechCrunch

MAY 10, 2022

Data science teams are stymied by disorganization at their companies, impacting efforts to deploy timely AI and analytics projects. In a recent survey of “data executives” at U.S.-based and low-code data engineering platform Prophecy (not to mention SageMaker and Vertex AI ). healthcare company.”

Artificial Inteligence 235

Artificial Inteligence Machine Learning Off-The-Shelf Training 235

O'Reilly Media - Ideas

MARCH 19, 2020

Aggregating artificial intelligence and machine learning topics accounts for nearly 5% of all usage activity on the platform, a touch less than, and growing 50% faster than, the well-established “data science” topic (see Figure 2). The results of our recent AI adoption survey underscore this trend. disproportionately involve Python.

Artificial Inteligence 114

Artificial Inteligence Trends Artificial Intelligence Machine Learning 114

CIO

FEBRUARY 13, 2023

This includes spending on strengthening cybersecurity (35%), improving customer service (32%) and improving data analytics for real-time business intelligence and customer insight (30%). CIOs anticipate an increased focus on cybersecurity (70%), data analysis (55%), data privacy (55%), AI/machine learning (55%), and customer experience (53%).

Budget 363

Budget Artificial Inteligence Technical Review VR 363

Capgemini

JANUARY 17, 2023

For the second year in a row, Databricks recently partnered with MIT Technology Review Insights to survey 600 CIOs, CTOs, and CDOs from large enterprises. The key result: CxOs and boards recognize that their organizations’ ability to generate actionable insights from data, often in real-time, is of the highest strategic importance.

Strategy 52

Strategy Technical Review Data Artificial Inteligence 52

Dataiku

MAY 20, 2020

Collaboration across teams : Data projects are not only about data, but also require strong involvement from business teams to build experience, generate buy-in, and validate relevance. They also require data engineering and other teams to help with the operationalization steps.

Data 105

Data How To Machine Learning Artificial Inteligence 105

O'Reilly Media - Ideas

APRIL 19, 2021

During the first weeks of February, we asked recipients of our Data & AI Newsletter to participate in a survey on AI adoption in the enterprise. In our 2020 survey, which reached the same audience, we had 1,239 responses. We were interested in answering two questions. This year, we had a total of 5,154. Respondents.

Enterprise 144

Enterprise Survey Weak Development Team Education 144

O'Reilly Media - Ideas

FEBRUARY 11, 2019

This concurs with survey results we plan to release over the next few months. In a forthcoming survey, “Evolving Data Infrastructure,” we found strong interest in machine learning (ML) among respondents across geographic regions. Automation in data science and big data. Open Data, Data Generation and Data Networks.

Big Data 86

Big Data Technology Tools Cloud 86

CIO

JULY 18, 2023

CIO.com’s 2023 State of the CIO survey recently zeroed in on the technology roles that IT leaders find the most difficult to fill, with cybersecurity, data science and analytics, and AI topping the list. As technology continues to advance at a rapid pace, the demand for qualified individuals has soared,” Chan says.

Technical Advisors 236

Technical Advisors Artificial Inteligence Generative AI How To 236

O'Reilly Media - Ideas

JULY 1, 2019

In a survey we released earlier this year, we found that more than 60% of respondents worked in organizations that planned to invest some of their IT budgets into AI. One area I’m particularly interested in is the application of AI and automation technologies in data science, data engineering, and software development.

Software Development 63

Software Development Artificial Inteligence Software Machine Learning 63

Cloudera

JUNE 7, 2022

In our very own Enterprise Data Maturity research surveying over 3,000 IT and senior business leaders, we found that 40% of organizations are currently running hybrid but mostly on-premises, and 36% of respondents expect to shift to hybrid multi-cloud in the next 18 months.

Data 109

Data Architecture Analytics Government 109

O'Reilly Media - Ideas

NOVEMBER 13, 2018

We recently conducted a survey which garnered more than 11,000 respondents—our main goal was to ascertain how enterprises were using machine learning. One important change outlined in the report is the need for a set of data scientists who are independent from this model-building team.

Machine Learning 91

Machine Learning Artificial Inteligence Software Review Conference 91

Cloudera

MARCH 10, 2022

We surveyed some of the most inspiring female leaders in data from across our global customers to find out how bias has affected their careers and how they believe we can break the cycle. . For Jinsoo Jang, NW Big Data Engineering Team Leader at LG Uplus, it is about breaking a historical cycle. Changing the mindset.

Data 115

Data Weak Development Team Big Data Energy 115

Altexsoft

APRIL 13, 2023

Leading executives focus on building resilient and intelligent supply chains that can withstand the turmoil due to data-based proactive decisions. Let’s look at what they say in recent surveys. Besides, you’ll need to engage a team of skilled data specialists ( data engineers , data scientists, etc.)

Technical Review 59

Technical Review Software Review Analytics Systems Review 59

O'Reilly Media - Ideas

DECEMBER 6, 2018

To assess the state of adoption of machine learning (ML) and AI, we recently conducted a survey that garnered more than 11,000 respondents. A recent survey of close to 4,000 IT leaders across 84 countries found that more companies are starting to invest in AI and automation technologies: The level of investment depends on the company.

Technology 78

Technology Artificial Inteligence Machine Learning Hardware 78

Altexsoft

JULY 23, 2020

Living in the shadow, this stage, according to the recent study , eats up 25 percent of data scientists time. The same survey shows that putting a model from a research environment to production — where it eventually starts adding business value — takes between 8 to 90 days on average. Data validation. Data preparation.

Artificial Inteligence 145

Artificial Inteligence Machine Learning DevOps Tools 145