O'Reilly Media - Ideas

SEPTEMBER 15, 2021

In June 2021, we asked the recipients of our Data & AI Newsletter to respond to a survey about compensation. The average salary for data and AI professionals who responded to the survey was $146,000. To nobody’s surprise, our survey showed that data science and AI professionals are mostly male.

Survey 145

Survey Data Technical Review Training 145

CTOvision

SEPTEMBER 9, 2021

A recent study by S&P Global Market Intelligence and Immuta revealed that companies that follow data privacy and security regulations are leading the way in data strategies.

Data 114

Data Survey Data Engineering Study 114

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. That means an engineer or team is freed up to spend more time thinking creatively or strategically about the overall project and how to further improve it, he says.

Software Development 328

Software Development Software Review Weak Development Team Software 328

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

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 290

Artificial Inteligence Strategy Data Machine Learning 290

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. Other observability vendors with substantial backing behind them include Manta , Observe , Better Stack , Coralogix and Unravel Data.

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

APRIL 12, 2022

Prior to joining Lyft, Umare was a senior software engineer at Amazon and a principal engineer at Oracle, where he led development of a block storage product for an infrastructure-as-a-service and bare metal offering. “Production machine learning is still in its infancy at the moment, especially at companies outside big tech.

Artificial Inteligence 202

Artificial Inteligence Machine Learning Open Source Biotech 202

TechCrunch

MAY 3, 2022

.” Chatterji has a background in data science, having worked at Google for three years at Google AI. Sanyal was a senior software engineer at Apple, focusing mainly on Siri-related products, before becoming an engineering lead on Uber’s AI team. Finding these issues is often a major pain point for data scientists.

Artificial Inteligence 223

Artificial Inteligence Machine Learning Development Software Review 223

CIO

JULY 6, 2023

However, the fundamental structure or concept of the planned generative AI service seems to be very similar to rival offerings from rival public cloud service providers — to offer a package of tools, including foundation models, prompt engineering tools and governance frameworks, for enterprises to train their data on.

Generative AI 283

Generative AI Artificial Inteligence Strategy Google Cloud 283

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

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

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

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 With Predibase, we’ve seen engineers and analysts build and operationalize models directly.” healthcare company.”

Artificial Inteligence 235

Artificial Inteligence Machine Learning Off-The-Shelf Training 235

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

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

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 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

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 86

Trends Data Machine Learning Artificial Inteligence 86

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

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

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 113

Artificial Inteligence Trends Artificial Intelligence Machine Learning 113

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

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

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

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 60

Software Development Artificial Inteligence Software Machine Learning 60

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 246

Technical Advisors Artificial Inteligence Generative AI How To 246

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 85

Big Data Technology Tools Cloud 85

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

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. At the recent Strata Data conference we had a series of talks on relevant cultural, organizational, and engineering topics. Data Platforms. Model lifecycle management.

Machine Learning 90

Machine Learning Artificial Inteligence Software Review Conference 90

O'Reilly Media - Ideas

JULY 28, 2020

Qualitative experiments, including research surveys and sociological studies, can be very useful here. For example, many companies use recommendation engines to boost sales. But if your product is highly specialized, customers may come to you knowing what they want, and a recommendation engine just gets in the way.

Marketing 145

Marketing Weak Development Team Metrics UI/UX 145

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 106

Data Architecture Analytics Government 106

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. Recommendation engines compare numerous scenarios and define an optimal course of action based on the available data and created forecasts.

Technical Review 59

Technical Review Software Review Analytics Systems Review 59

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 113

Data Weak Development Team Big Data Energy 113