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

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

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 328

Software Development Software Review Weak Development Team Software 328

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. Here are a few highlights. 86% of respondents run both relational and non-relational databases.

Open Source 52

Open Source Database Administration Survey AWS 52

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. Where data flows, ideas follow.

Data 106

Data Architecture Analytics Government 106

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

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

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

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

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

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. Let’s look closer at what’s there under the hood and list the main components, integrations, and data sources. Data siloes.

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 76

Technology Artificial Inteligence Machine Learning Hardware 76

O'Reilly Media - Ideas

FEBRUARY 18, 2020

This year’s growth in Python usage was buoyed by its increasing popularity among data scientists and machine learning (ML) and artificial intelligence (AI) engineers. Software architecture, infrastructure, and operations are each changing rapidly. Trends in software architecture, infrastructure, and operations.

Technical Review 138

Technical Review Microservices Data Engineering Architecture 138

Hu's Place - HitachiVantara

JANUARY 3, 2019

In order to utilize the wealth of data that they already have, companies will be looking for solutions that will give comprehensive access to data from many sources. More focus will be on the operational aspects of data rather than the fundamentals of capturing, storing and protecting data.

Trends 86

Trends Artificial Inteligence Data Center Machine Learning 86

O'Reilly Media - Ideas

FEBRUARY 11, 2020

Those suspicions were confirmed when we quickly received more than 1,900 responses to our mid-November survey request. The responses show a surfeit of concerns around data quality and some uncertainty about how best to address those concerns. Key survey results: The C-suite is engaged with data quality.

Weak Development Team 125

Weak Development Team Data Technical Review Survey 125

Coforge

AUGUST 31, 2020

A deep understanding of the legacy and potentially viable digital systems is crucial to establish a sustainable architecture to work upon. Augmented Customer Experience: According to Worldwide Insurance Survey by EFMA only 34% Gen Y customers reported a positive customer experience with their insurance provider.

Insurance 40

Insurance Technology Artificial Inteligence Policies 40

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

Existek

SEPTEMBER 28, 2023

Therefore, it’s required to obtain good skills in data science. Model selection and design: AI developers choose appropriate machine learning algorithms and neural network architectures based on the problem at hand. Besides, their responsibilities include considering such factors as data type, volume, complexity, etc.

Artificial Inteligence 52

Artificial Inteligence Development How To Artificial Intelligence 52

CIO

APRIL 24, 2023

Moreover, in a recent Gartner survey, 86% of CIOs said they faced stiffer competition for qualified tech candidates while 73% confirmed they were worried about IT talent attrition. Gartner expects demand for tech talent to continue to outstrip supply through 2026 based on its IT spending forecasts.

Technical Advisors 279

Technical Advisors Training Recruiting Programming 279

Altexsoft

NOVEMBER 7, 2022

You can hardly compare data engineering toil with something as easy as breathing or as fast as the wind. The platform went live in 2015 at Airbnb, the biggest home-sharing and vacation rental site, as an orchestrator for increasingly complex data pipelines. How data engineering works. Airflow architecture.

Weak Development Team 52

Weak Development Team Technical Review Software Review Systems Review 52

O'Reilly Media - Ideas

JULY 15, 2020

So we did what we usually do: we ran a survey. The survey ran from January 31, 2020 through February 29; we had 1502 respondents from the readers of our mailing lists. Software engineers comprise the survey audience’s single largest cluster, over one quarter (27%) of respondents (Figure 1). What are they using them for?

Microservices 139

Microservices Weak Development Team Survey Architecture 139

Strategy Driven

AUGUST 27, 2015

Whatever method your organization chooses, it will place a significant strain on your – probably already overwhelmed – central IT department, because they will need to construct a complimentary architecture with these two very different platforms.

Big Data 33

Big Data Data Storage Journal 33

O'Reilly Media - Ideas

MARCH 18, 2020

Last year, when we felt interest in artificial intelligence (AI) was approaching a fever pitch, we created a survey to ask about AI adoption. When we analyzed the results , we determined the AI space was in a state of rapid change, so we eagerly commissioned a follow-up survey to help find out where AI stands right now.

Enterprise 131

Enterprise Survey Technical Review Weak Development Team 131

Altexsoft

FEBRUARY 8, 2021

Supply chain practitioners and CEOs surveyed by 6river share that the main challenges of the industry are: keeping up with the rapidly changing customer demand, dealing with delays and disruptions, inefficient planning, lack of automation, rising costs (of transportation, labor, etc.), Optimization opportunities offered by analytics.

Business Intelligence 87

Business Intelligence Analytics Analysis Data 87

Altexsoft

JUNE 6, 2019

Critics emphasize that cashless operations discriminate customers without bank accounts and may undermine privacy and data security. The Federal Deposit Insurance Corporation in their 2017 survey estimated that 6.5 percent of U.S. households (20,5 million people) didn’t have a checking or savings account.

Artificial Inteligence 89

Artificial Inteligence Artificial Intelligence Retail Innovation 89

Altexsoft

JUNE 26, 2023

All successful companies do it: constantly collect data. They track people’s behavior on the Internet, initiate surveys, monitor feedback, listen to signals from smart devices, derive meaningful words from emails, and take other steps to amass facts and figures that will help them make business decisions. No wonder only 0.5

Machine Learning 52

Machine Learning Artificial Inteligence Data Systems Review 52

Altexsoft

JULY 18, 2023

These seemingly unrelated terms unite within the sphere of big data, representing a processing engine that is both enduring and powerfully effective — Apache Spark. Before diving into the world of Spark, we suggest you get acquainted with data engineering in general. How data engineering works in a nutshell.

Weak Development Team 52

Weak Development Team Big Data Data Machine Learning 52

Agile Engine

APRIL 2, 2024

76% of executives participating in Deloitte’s latest outsourcing survey claimed that their IT services were delivered via third-party models. Today, information technology is the most outsourced industry, with cost-cutting being the primary driver for companies to engage experts in remote locations.

UI/UX 52

UI/UX Development Software Development Quality Assurance 52

Altexsoft

DECEMBER 14, 2022

Docker architecture core components. Docker Architecture. Docker uses a client-server architecture where the Docker client communicates with the Docker daemon via a RESTful API, UNIX sockets, or a network interface. Source: Stack Overflow Developer Survey 2022. The Good and the Bad of Serverless Architecture.

Weak Development Team 52

Weak Development Team Linux Operating System Virtualization 52

Cloudera

OCTOBER 18, 2022

Like all of our customers, Cloudera depends on the Cloudera Data Platform (CDP) to manage our day-to-day analytics and operational insights. Many aspects of our business live within this modern data architecture, providing all Clouderans the ability to ask, and answer, important questions for the business.

Cloud 84

Cloud Analytics AWS Engineering 84

TIBCO - Connected Intelligence

MAY 4, 2020

The same can be said for IT, and especially data engineers, responsible for providing data to business consumers. To perform their work, quickly and well, they need to have all the right tools in their data integration toolbox. But there are a variety of data integration tools available today. Replication. ?

Virtualization 48

Virtualization Data Data Engineering Cloud 48

O'Reilly Media - Ideas

MARCH 1, 2023

Content about software development was the most widely used (31% of all usage in 2022), which includes software architecture and programming languages. Software development is followed by IT operations (18%), which includes cloud, and by data (17%), which includes machine learning and artificial intelligence. growth over 2021.

Trends 133

Trends Technical Review Technology Software Review 133

BPM

JANUARY 18, 2019

Now we’re seeing AI dominating the conversations (without a lot of actual adoption in the early majority), and RPA creating a lot of buzz, though companies adopting it are starting to realize that scaling an RPA based automation architecture is flawed by design. This requires a new architecture capable of true scale and speed.

Artificial Inteligence 111

Artificial Inteligence Artificial Intelligence Machine Learning Weak Development Team 111

Altexsoft

SEPTEMBER 28, 2021

web development, data analysis. Source: Python Developers Survey 2020 Results. This distinguishes Python from domain-specific languages like HTML and CSS limited to web design or SQL created for accessing data in relational database management systems. 2021 Stackoverflow survey of the most popular technologies.

Weak Development Team 94

Weak Development Team Programming Software Review Systems Review 94

O'Reilly Media - Ideas

JUNE 19, 2019

Our surveys over the past couple of years have shown growing interest in machine learning (ML) among organizations from diverse industries. Discussions around machine learning tend to revolve around the work of data scientists and model building experts. We need to build machine learning tools to augment machine learning engineers”.

Government 79

Government Artificial Inteligence Machine Learning Testing 79

O'Reilly Media - Ideas

MARCH 2, 2020

This year’s growth in Python usage was buoyed by its increasing popularity among data scientists and machine learning (ML) and artificial intelligence (AI) engineers. Software architecture, infrastructure, and operations are each changing rapidly. We also recently conducted a survey looking at the state of data quality.

Agile 21

Agile Artificial Inteligence Weak Development Team SCRUM 21

Altexsoft

NOVEMBER 9, 2021

Meanwhile, we’ll describe the process of turning raw data around you into actionable insights. But before we dive in, consider reading about data engineering to get an idea of the main concepts and stages. Watch our cool explainer about how to manage data and get business value. Extract data. Consolidate data.

Analytics 52

Analytics Software Review Systems Review Technical Review 52