Cloudera

APRIL 18, 2024

In the financial sector, regulations are essential for financial institutions to maintain stability by preventing excessive risk-taking, ensuring adequate capitalization and reducing the likelihood of failures or financial crises.

Risk Management 76

Risk Management Risk Testing Management 76

CIO Business Intelligence

JANUARY 18, 2024

Half of CEOs say their organization is at least somewhat unprepared for AI and machine learning (ML) adoption, according to Workday’s C-Suite Global AI Indicator Report. That’s a big difference with machine learning vs. traditional approaches.” Just 6% say they are fully prepared.)

Finance 123

Finance Machine Learning Risk Management Optimization 123

CIO Business Intelligence

SEPTEMBER 14, 2023

Nasdaq is currently using gen AI for a range of applications, including supporting digital investigators’ efforts to identify financial crime risk and empowering corporate boards to consume presentations and disclosures more efficiently. The company, which reported net revenues of $3.6

Risk Management 113

Risk Management Risk Marketing Cost-Benefit 113

DataRobot Blog

APRIL 29, 2022

The stakes in managing model risk are at an all-time high, but luckily automated machine learning provides an effective way to reduce these risks. However, after the financial crisis, financial regulators around the world stepped up to the challenge of reigning in model risk across the financial industry.

Risk 111

Risk Modeling IT Risk Management 111

Jet Global

NOVEMBER 15, 2021

For an organization to be successful in their tax function, they need to evaluate the performance of their tax function using a variety of KPIs and metrics, ranging from traditional KPIs such as effective tax rate, filing timelines, financial risk management, etc.; How to Compare Reporting & BI Solutions. Download Now.

Metrics 52

Metrics Reporting KPI Risk Management 52

erwin

MARCH 12, 2020

It also highlights select enterprise architecture management suite (EAMS) vendors based on size and functionality, including erwin. The report notes six primary EA competencies in which we excel in the large vendor category: modeling, strategy translation, risk management, financial management, insights and change management.

Enterprise 85

Enterprise Reporting Management ROI 85

CIO Business Intelligence

SEPTEMBER 20, 2023

Data Management: CIOs are focused on effectively managing and leveraging the massive amounts of data generated by digital businesses. Artificial Intelligence (AI) and Machine Learning (ML): AI and ML are rapidly gaining traction as a means of automating processes and improving decision-making.

Digital Transformation 106

Digital Transformation Risk Management Risk Machine Learning 106

Cloudera

JUNE 29, 2023

Implementing a modern data architecture makes it possible for financial institutions to break down legacy data silos, simplifying data management, governance, and integration — and driving down costs. However, because most institutions lack a modern data architecture , they struggle to manage, integrate and analyze financial data at pace.

Data Architecture 84

Data Architecture Risk Management Risk Management 84

John Wheeler

DECEMBER 18, 2018

Last week, I had the distinct privilege to join my Gartner colleagues from our Risk Management Leadership Council in presenting the Q4 2018 Emerging Risk Report. We hosted more than 500 risk leaders across the globe in our exploration of the most critical risks.

Digital Transformation 96

Digital Transformation Risk Management Internet of Things Risk 96

CIO Business Intelligence

OCTOBER 13, 2023

Machine learning engineer Machine learning engineers are tasked with transforming business needs into clearly scoped machine learning projects, along with guiding the design and implementation of machine learning solutions.

Deep Learning 143

Deep Learning Machine Learning Modeling Software 143

IBM Big Data Hub

APRIL 19, 2024

Mobile-connected technicians experience improved safety through measures such as access control, gas detection, warning messages or fall recognition, which reduces risk exposure and enhances operational risk management (ORM) during work execution. Risk-based asset strategies align maintenance efforts to balance costs and risks.

Management 89

Management Internet of Things Risk IoT 89

O'Reilly on Data

JULY 15, 2019

As companies use machine learning (ML) and AI technologies across a broader suite of products and services, it’s clear that new tools, best practices, and new organizational structures will be needed. Note that the emphasis of SR 11-7 is on risk management.). Sources of model risk. Model risk management.

Machine Learning 37

Machine Learning Management Enterprise Risk Management 37

CIO Business Intelligence

OCTOBER 4, 2023

Some certifications in project management , governance, and architecture also attract big bonuses, with CGEIT (Certified in the Governance of Enterprise IT) pulling in a 14% pay premium, up 27% over the last six months, and TOGAF 9 Certified (The Open Group’s Enterprise Architecture Framework certification) attracting a 12%premium, up 9%.

Prescriptive Analytics 130

Prescriptive Analytics IT Machine Learning Risk 130

IBM Big Data Hub

OCTOBER 16, 2023

An AI governance framework ensures the ethical, responsible and transparent use of AI and machine learning (ML). It encompasses risk management and regulatory compliance and guides how AI is managed within an organization. Capture and document model metadata for report generation.

Risk 73

Risk Modeling Management Metadata 73

Smart Data Collective

JUNE 19, 2022

Companies are using AI to better understand their customers, recognize ways to manage finances more efficiently and tackle other issues. Since AI has proven to be so valuable, an estimated 37% of companies report using it. AI is particularly helpful with managing risks. How can AI help with brand reputation management?

Risk 133

Risk Cost-Benefit Risk Management Manufacturing 133

Cloudera

FEBRUARY 4, 2021

Cloudera comprehensively supports the demanding risk and compliance requirements of financial services and insurance organizations globally and it is an honor to receive this recognition. Supporting the industry’s risk data depository and data management needs. Risk management and models in a COVID-19 world.

Risk 88

Risk Marketing Technology Management 88

CIO Business Intelligence

SEPTEMBER 2, 2022

The average salary for a financial software engineer is $116,670 per year, with a reported salary range of $85,000 to $177,000 per year, according to data from Glassdoor. The average salary for a full stack software engineer is $115,818 per year, with a reported salary range of $85,000 to $171,000 per year, according to data from Glassdoor.

Finance 98

Finance IT Software Reporting 98

CIO Business Intelligence

AUGUST 31, 2022

The average salary for a financial software engineer is $116,670 per year, with a reported salary range of $85,000 to $177,000 per year, according to data from Glassdoor. The average salary for a full stack software engineer is $115,818 per year, with a reported salary range of $85,000 to $171,000 per year, according to data from Glassdoor.

Finance 98

Finance IT Software Reporting 98

Cloudera

JULY 29, 2022

Most importantly, it helps organizations control costs and reduce risks, enforcing consistent security and governance across all enterprise data assets.”. The report has uncovered customer centricity to be the key priority for both telco and FSI organizations when it comes to using data. The proof is in the pudding.

Data Architecture 86

Data Architecture Data Strategy Risk Management Strategy 86

AWS Big Data

MARCH 27, 2023

Developers, data scientists, and analysts can work across databases, data warehouses, and data lakes to build reporting and dashboarding applications, perform real-time analytics, share and collaborate on data, and even build and train machine learning (ML) models with Redshift Serverless. Create cost reports.

Data Warehouse 87

Data Warehouse Management Snapshot Data Lake 87

CIO Business Intelligence

JANUARY 22, 2024

trillion by 2025, as cyber risk management has not kept up with digital transformation posing serious risks to organizations’ security and revenue. As a result, companies find it increasingly difficult to manage their attack surface at the speed and scale necessary to prevent attacks.

Digital Transformation 122

Digital Transformation Risk Cost-Benefit Risk Management 122

CIO Business Intelligence

JUNE 26, 2023

Machine-managed risk Risk management is a top-of-mind issue for all financial services firms. Analytics powered by machine learning (ML) lets business leaders assess risk according to a wide variety of variables, many of which are not intuitively obvious.

Data-driven 97

Data-driven Insurance Risk Risk Management 97

Octopai

JULY 9, 2020

Your Guide to Machine Learning Data Lineage for BI: From Source to Target. As a core principle of data management, all BI & Analytics teams engage with data lineage at some point to be able to visualize and understand how the data they process moves around throughout the various systems that make up their data environment.

Insurance 86

Insurance Risk Management Machine Learning Metadata 86

Jet Global

MAY 9, 2024

Data pipelines are designed to automate the flow of data, enabling efficient and reliable data movement for various purposes, such as data analytics, reporting, or integration with other systems. This can include tasks such as data ingestion, cleansing, filtering, aggregation, or standardization.

Data Lake 52

Data Lake Data Warehouse Business Intelligence Machine Learning 52

Smart Data Collective

DECEMBER 9, 2021

The advent of AI, machine learning, big data, and blockchain technology are already transforming how many businesses handle their daily operations. AI and Machine Learning. AI and machine learning are poised to play a major part in the future of several industries.

Technology 122

Technology Big Data Machine Learning Deep Learning 122

DataRobot Blog

MAY 10, 2022

Addressing the Key Mandates of a Modern Model Risk Management Framework (MRM) When Leveraging Machine Learning . The regulatory guidance presented in these documents laid the foundation for evaluating and managing model risk for financial institutions across the United States.

Risk 64

Risk Modeling Machine Learning Data Quality 64

CIO Business Intelligence

SEPTEMBER 7, 2022

Dubbed Cropin Cloud, the suite comes with the ability to ingest and process data, run machine learning models for quick analysis and decision making, and several applications specific to the industry’s needs. The global farm management software market is projected to reach $1.9 million in 2021, a Valuates report showed.

B2B 92

B2B Contextual Data IoT Deep Learning 92

CIO Business Intelligence

MARCH 13, 2024

Infatti, secondo il “Report Imprese e Ict 2023” di Istat, la mancanza di competenze è il primo freno all’adozione delle tecnologie IA in Italia: il 55,1% delle imprese che hanno preso in considerazione il suo utilizzo senza poi adottarla ha rinunciato per carenza di skill e comprensione delle possibilità per il proprio business.

Machine Learning 103

Machine Learning Deep Learning Big Data Testing 103

CIO Business Intelligence

OCTOBER 20, 2023

According to the 2024 IT Salary report from Robert Half , these are some of the most valuable certifications IT professionals can hold in the coming year. It was established in 1978 and certifies your ability to report on compliance procedures, how well you can assess vulnerabilities, and your knowledge of every stage in the auditing process.

IT 137

IT Consulting Testing IoT 137

IBM Big Data Hub

DECEMBER 15, 2023

According to the 2023 State of Open Source report (this link resides outside of IBM), a notable 80% of survey respondents reported increased use of open-source software over the past year, with 41% indicating a “significant” increase. Morgan’s Athena uses Python-based open-source AI to innovate risk management.

Deep Learning 67

Deep Learning Experimentation Machine Learning Risk 67

CIO Business Intelligence

JANUARY 26, 2023

See Azure Cost Management , Google Cloud Cost Management , and AWS Cloud Financial Management tools for the big three clouds. Once your cloud commitment gets bigger, independent cost management tools start to become attractive. There’s also a focus on supporting public clouds used by governments.

Management 115

Management Forecasting Dashboards Optimization 115

CIO Business Intelligence

NOVEMBER 23, 2022

This has become a priority for businesses that are trying to keep up with new technologies such as the cloud, IoT, machine learning, and other emerging trends that will prompt digital transformation. Enterprise architect role Enterprise architects typically report to the CIO or other IT managers.

Enterprise 125

Enterprise Cost-Benefit Digital Transformation Strategy 125

CIO Business Intelligence

MARCH 24, 2023

However, there are many other challenges as well, including regulatory requirements, human capital, stakeholder engagement, alignment of materiality and performance, and the need to embed ESG into an existing ERM (Enterprise Risk Management) framework. “The AI and machine learning algorithms can monitor compliance in real time.

Risk Management 52

Risk Management Consulting Metrics Data Quality 52

O'Reilly on Data

MAY 18, 2020

To date, at least 1,200 reports of AI incidents have been recorded in various public and research databases. And last is the probabilistic nature of statistics and machine learning (ML). The most common types of AI systems are still only as good as their training data. Second is AI’s tremendous complexity. and the U.S.

Risk 357

Risk Modeling Data Processing Software 357

Cloudera

FEBRUARY 24, 2021

Trend #1: The Crossroads of Risk Management and Emerging Technology. One shift the financial services industry will have to come to terms with is the fact that 2020 may have made risk management models of the past outdated or obsolete , particularly credit risk models.

Risk Management 60

Risk Management Risk Recreation/Entertainment Machine Learning 60

FineReport

MARCH 24, 2024

By conducting extensive research and analysis, they generate reports that inform strategic decisions, identify areas for enhancement, and guide the implementation of new initiatives. Their role extends to managing information for corporate decision-making, improving reporting systems , and performing complex analyses.

Statistics 52

Statistics Data mining Visualization Reporting 52

CIO Business Intelligence

APRIL 15, 2024

A smaller number (16% of IT leaders and 11% of LOB) sought out CIO consultation to help evaluate and advise on choices using a risk management or governance lens. We’re not just doing digitization and AI and machine learning in a piecemeal way,” she adds. “We We have to think big and be a lever for bold ideas.”

Digital Transformation 127

Digital Transformation Strategy Technology Enterprise 127