CIO

MARCH 13, 2025

Educating and training our team With generative AI, for example, its adoption has surged from 50% to 72% in the past year, according to research by McKinsey. Mike Vaughan serves as Chief Data Officer for Brown & Brown Insurance.

Company 186

Company Generative AI Insurance Education 186

Altexsoft

OCTOBER 30, 2021

Was Nikola Tesla a scientist or engineer? These men didn’t stop at scientific research and ended up conceptualizing or engineering their inventions. Engineers are not only the ones bearing helmets and operating on construction sites. Data science vs data engineering. How about Edison? Or Da Vinci?

Data Engineering 98

Data Engineering Engineering Data Artificial Inteligence 98

Netflix Tech

JULY 15, 2021

Data Engineers of Netflix?—?Interview Interview with Kevin Wylie This post is part of our “Data Engineers of Netflix” series, where our very own data engineers talk about their journeys to Data Engineering @ Netflix. Kevin, what drew you to data engineering?

Data Engineering 79

Data Engineering Engineering Data Big Data 79

Altexsoft

AUGUST 25, 2020

Prominent enterprises in numerous sectors including sales, marketing, research, and healthcare are actively collecting big data. That’s why a data specialist with big data skills is one of the most sought-after IT candidates. Data Engineering positions have grown by half and they typically require big data skills.

Big Data 75

Big Data Data Engineering Engineering Data 75

CIO

JULY 28, 2022

It’s exponentially harder when it comes to data scientists. Recent research from industry analyst firm IDC showed that there are 210,000 data science jobs listed on LinkedIn. And machine learning engineers are being hired to design and build automated predictive models. More advanced companies get that. Getting creative.

Data 215

Data Machine Learning Artificial Inteligence Fractional CTO 215

O'Reilly Media - Data

SEPTEMBER 30, 2019

Several years ago, a friend of mine built custom equipment for medical research labs. I have talked to researchers who are building devices to count bird populations on uninhabited islands. Data points: Recent research and analysis. Every month we share notable, useful, or just plain weird results we find in the data.

Artificial Inteligence 258

Artificial Inteligence Applications Machine Learning Conference 258

TechCrunch

NOVEMBER 14, 2022

In a statement, Mike Rosam, Co-Founder at Quix, said: “Many companies are struggling to combine raw technologies like Kafka into real-time data capabilities… This new capital will fuel our mission to simplify event-driven data engineering so that more companies can build modern data-intensive apps.”.

Data 208

Data B2B Machine Learning Artificial Inteligence 208

CIO

DECEMBER 22, 2022

DataOps (data operations) is an agile, process-oriented methodology for developing and delivering analytics. It brings together DevOps teams with data engineers and data scientists to provide the tools, processes, and organizational structures to support the data-focused enterprise. It’s a fluid situation.”

Analytics 195

Analytics Data Engineering Machine Learning Artificial Inteligence 195

CIO

JUNE 7, 2022

And in a mature ML environment, ML engineers also need to experiment with serving tools that can help find the best performing model in production with minimal trials, he says. Data engineer. Data engineers build and maintain the systems that make up an organization’s data infrastructure.

Artificial Inteligence 218

Artificial Inteligence Technical Review Fractional CTO Data Engineering 218

CIO

APRIL 22, 2022

A PhD proves a candidate is capable of doing deep research on a topic and disseminating information to others. Some of the best data scientists or leaders in data science groups have non-traditional backgrounds, even ones with very little formal computer training.

Data 210

Data Machine Learning Artificial Inteligence Analytics 210

Netflix Tech

JUNE 1, 2021

Data Engineers of Netflix?—?Interview Interview with Dhevi Rajendran Dhevi Rajendran This post is part of our “Data Engineers of Netflix” interview series, where our very own data engineers talk about their journeys to Data Engineering @ Netflix.

Data Engineering 55

Data Engineering Engineering Data Culture 55

CIO

FEBRUARY 17, 2025

Research from IBM indicates that only 15% of global businesses have established themselves as leaders in AI implementation, while the majority remain in early experimental phases. And while necessity is the mother of invention, Australian CIOs may struggle to get everyone in the boardroom, well, on board.

Azure 117

Azure Metrics Systems Review Technical Review 117

CIO

JANUARY 12, 2024

According to BCG’s report, comparatively few, just 19%, of executives are focusing on costs of use, which the researchers said “has serious long-term implications,” while most respondents said they were more focused on performance, quality, and data protection issues.

Generative AI 198

Generative AI Survey Data Engineering Report 198

TechCrunch

OCTOBER 19, 2021

Darian Shirazi, general partner at Gradient Ventures, said via email that he found Mage while looking for an investment in the machine learning infrastructure space that didn’t require data engineering experience. The reality is that the number of applications for AI/ML are endless.

Artificial Inteligence 248

Artificial Inteligence Machine Learning Tools Technical Review 248

Netflix Tech

JUNE 1, 2021

Data Engineers of Netflix?—?Interview Interview with Samuel Setegne Samuel Setegne This post is part of our “Data Engineers of Netflix” interview series, where our very own data engineers talk about their journeys to Data Engineering @ Netflix. What drew you to Netflix?

Data Engineering 52

Data Engineering Engineering Data Culture 52

TechCrunch

APRIL 12, 2022

According to a 2021 Wakefield Research report , enterprise data engineers spend nearly half their time building and maintaining data pipelines. “Data science is very academic, which directly affects machine learning. We need to bridge both these worlds in a structured and repeatable way.”

Artificial Inteligence 202

Artificial Inteligence Machine Learning Open Source Biotech 202

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 214

Generative AI Artificial Inteligence Machine Learning ChatGPT 214

TechCrunch

SEPTEMBER 1, 2022

CEO Mona Akmal says that the new money — which brings the company’s total raised to $20 million — will be used to build integrations with workflow partners, support product research and expand the size of Falkon’s team from 20 to 30 employees by the end of the year. ” Image Credits: Falkon.

Weak Development Team 223

Weak Development Team Marketing Analytics Business Intelligence 223

CIO

OCTOBER 18, 2023

“IDH holds a potentially severe immediate risk for patients during dialysis and therefore requires immediate attention from staff,” says Hanjie Zhang, director of computational statistics and artificial intelligence at the Renal Research Institute, a joint venture of Fresenius North America and Beth Israel Medical Center. “As

Artificial Inteligence 200

Artificial Inteligence Analytics Machine Learning Artificial Intelligence 200

Cloudera

JANUARY 9, 2025

From Science Fiction Dreams to Boardroom Reality The term Artificial Intelligence once belonged to the realm of sci-fi and academic research. But over the years, data teams and data scientists overcame these hurdles and AI became an engine of real-world innovation.

Artificial Inteligence 85

Artificial Inteligence Machine Learning Enterprise Artificial Intelligence 85

O'Reilly Media - Ideas

FEBRUARY 18, 2020

The results for data-related topics are both predictable and—there’s no other way to put it—confusing. Starting with data engineering, the backbone of all data work (the category includes titles covering data management, i.e., relational databases, Spark, Hadoop, SQL, NoSQL, etc.). This follows a 3% drop in 2018.

Technical Review 145

Technical Review Microservices Data Engineering Architecture 145

TechCrunch

FEBRUARY 23, 2022

Portland, Oregon-based startup thatDot , which focuses on streaming event processing, today announced the launch of Quine , a new MIT-licensed open source project for data engineers that combines event streaming with graph data to create what the company calls a “streaming graph.”

Engineering 190

Engineering Open Source Big Data Fintech 190

TechCrunch

JULY 25, 2022

The company was founded in 2021 by Brian Ip, a former Goldman Sachs executive, and data engineer YC Chan. Ip told TechCrunch that he had previously worked in software investment at Goldman Sachs Growth Fund and looked at many HR tech deals, which is how he and Chan first learned about the industry.

Recruiting 224

Recruiting Technical Review Software Review Systems Review 224

CIO

APRIL 10, 2024

As with many data-hungry workloads, the instinct is to offload LLM applications into a public cloud, whose strengths include speedy time-to-market and scalability. Data-obsessed individuals such as Sherlock Holmes knew full well the importance of inferencing in making predictions, or in his case, solving mysteries.

Artificial Inteligence 203

Artificial Inteligence Generative AI Storage Artificial Intelligence 203

TechCrunch

MAY 3, 2022

“ Galileo … enforces the necessary rigor and the proactive application of research-backed techniques every step of the way in productionizing machine learning models … [It] leads to an order of magnitude improvement on how teams deal with the messy, mind-numbing task of improving their machine learning datasets.”

Artificial Inteligence 223

Artificial Inteligence Machine Learning Development Software Review 223

CIO

JUNE 13, 2024

The role includes identifying new sources of data and methods to improve data collection, analysis, and reporting. Data scientists , on the other hand, are often engaged in long-term research and prediction, while data analysts seek to support business leaders in making tactical decisions through reporting and ad hoc queries.

Data 148

Data Analytics Transportation Business Intelligence 148

TechCrunch

MAY 10, 2022

and low-code data engineering platform Prophecy (not to mention SageMaker and Vertex AI ). Other notable backers include Kaggle CTO Ben Hamner and Zoubin Ghahramani, a professor of information engineering at Cambridge and senior research scientist at Google Brain. tech company, a large national bank and large U.S.

Artificial Inteligence 235

Artificial Inteligence Machine Learning Off-The-Shelf Training 235

CTOvision

JUNE 15, 2015

They also launched a plan to train over a million data scientists and data engineers on Spark. As data and analytics are embedded into the fabric of business and society –from popular apps to the Internet of Things (IoT) –Spark brings essential advances to large-scale data processing.

Open Source 117

Open Source Machine Learning Artificial Inteligence Big Data 117

O'Reilly Media - Ideas

JANUARY 14, 2025

Building applications with RAG requires a portfolio of data (company financials, customer data, data purchased from other sources) that can be used to build queries, and data scientists know how to work with data at scale. Data engineers build the infrastructure to collect, store, and analyze data.

Trends 132

Trends Technology Security Artificial Inteligence 132

O'Reilly Media - Ideas

FEBRUARY 11, 2020

Key survey results: The C-suite is engaged with data quality. Data scientists and analysts, data engineers, and the people who manage them comprise 40% of the audience; developers and their managers, about 22%. Data quality might get worse before it gets better. An additional 7% are data engineers.

Weak Development Team 145

Weak Development Team Data Technical Review Survey 145

The Crazy Programmer

MARCH 14, 2020

The existence of Instagram influencers, YouTubers, remote software QA testers , big data engineers, and so on was unthinkable a decade ago. That’s why this discipline uses research to comprehend how the human brain analyzes information and what drives motivation to change the learning experience.

Artificial Inteligence 208

Artificial Inteligence Artificial Intelligence Survey Technology 208

Hacker Earth Developers Blog

JUNE 26, 2019

Know how to assess different types of data scientists. Data scientists are broadly classified into two: Researchers and Engineers. Assess your next Data Scientist. Things to look out for when hiring a researcher. Data researchers have a strong background in math or statistics.

Data 200

Data How To Artificial Inteligence Machine Learning 200

CIO

JUNE 7, 2022

Data analytics and data science are closely related. Data analytics is a component of data science, used to understand what an organization’s data looks like.

Analytics 203

Analytics Data Analysis Business Analytics 203

TechCrunch

AUGUST 16, 2022

Bramhavar came to MIT by way of a photonics research position at Intel, while Chou co-founded another startup — Anoka Microsystems — designing a low-cost optical switch. Sync co-founders Jeff Chou and Suraj Bramhavar both worked as members of the technical staff at the MIT Lincoln Laboratory prior to launching the startup.

Resources 175

Resources Cloud Engineering AWS 175

CIO

MARCH 21, 2022

For more on data scientist job descriptions from a hiring perspective, see “ Data scientist job description: Tips for landing top talent.”. Data scientist vs. data analyst. Data scientists often work with data analysts , but their roles differ considerably. A method for turning data into value.

Analytics 205

Analytics Data Technical Review Analysis 205

O'Reilly Media - Ideas

APRIL 25, 2019

There are also many other considerations—including security, privacy, reliability/safety—that are encouraging companies to invest in a suite of data technologies. In conversations with data engineers, data scientists, and AI researchers, the need for solutions that can help track data lineage and provenance keeps popping up.

Company 106

Company Data Artificial Inteligence Machine Learning 106

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. Let innovators innovate.

Data 148

Data Machine Learning Artificial Inteligence Training 148