Cyberstates 2018 - Colorado
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Cyberstates provides comprehensive data, trending, and analysis of the tech workforce, tech economic impact, tech wages, innovation, occupation characteristics, and more. Cyberstates provides insights into the trends driving growth at the national level, state level, and the top metro areas in the United States. Visit www.cyberstates.org to access the full report.
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![Copyright (c) 2018 CompTIA Properties, LLC. | CompTIA.org | Cyberstates.org | #Cyberstates | Page 21
2017
YoY %
Change
IT Services + Custom Software Services 68,590 4.8%
R&D, Testing, and Engineering Services 49,560 1.1%
Telecommunications and Internet Services 40,840 1.6%
Tech Manufacturing 27,750 -0.5%
Software [packaged] 12,850 1.7%
0
100,000
200,000
2011 2012 2013 2014 2015 2016 2017
est.
[
+4,390 jobs
+2.3%
TECH INDUSTRY EMPLOYMENT
TECH INDUSTRY
EMPLOYMENT
199,600
TECH
OCCUPATION
EMPLOYMENT
172,200
STATE OF TECHNOLOGY SUMMARY
47% of Tech Industry Jobs
Are in Tech Occupations
LEADING TECH OCCUPATION CATEGORIES
$55,710
$110,550
Average
State Wage
Average Tech
Industry Wage
TECH
WAGES
ARE 98%
HIGHER
TECH INDUSTRY WAGES
Software and Web Developers
Network Architects, Admins., and Support Specialists
Computer Support Specialists
14.0%Estimated direct
contribution of the
tech sector to the
Colorado economy:
$43.4 billion
ECONOMIC IMPACT
Colorado
285,300 NET TECH EMPLOYMENT1
6,530 NET TECH JOB GAINS [2017 vs. 2016]
9.7% NET EMPLOYMENT AS A % OF OVERALL WORKFORCE
16,563 TECH BUSINESS ESTABLISHMENTS [firms with payroll]
80,690 TECH OCCUPATION JOB POSTINGS [2017 total]
44.3% EMERGING TECH JOB POSTINGS % CHANGE [2017 vs. 2016]
LEADING TECH INDUSTRY SECTORS [by employment]
1
net of tech industry + tech occupation + self-employed [see methodology for details]
15th NET TECH EMPLOYMENT RANK
10th NET TECH EMPLOYMENT JOBS ADDED RANK
9th INNOVATION SCORE RANK
43,770
+3.7% YoY
19,260
+2.7% YoY
14,410
+3.0% YoY
Primary data sources: EMSI | U.S. Bureau of Labor Statistics | U.S. Bureau of Economic Analysis
| Burning Glass Technologies Labor Insights. All data are estimates covering the 2017 time
period, unless specified as earlier | See Appendix for full methodology and data tables](https://image.slidesharecdn.com/comptiacyberstates2018-colorado-180328220851/85/Cyberstates-2018-Colorado-1-320.jpg)
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Monthly data, analysis, and trending covering the state of employment in the information technology (IT) sector and IT occupations. Released in conjunction with the U.S. Bureau of Labor Statistics monthly employment update. #JobsReport
CompTIA IT Employment Tracker – July 2020
Monthly data, analysis, and trending covering the state of employment in the information technology (IT) sector and IT occupations. Released in conjunction with the U.S. Bureau of Labor Statistics monthly employment update. #JobsReport
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HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
Taking AI to the Next Level in Manufacturing.pdf
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
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Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectors
Join us to learn how UiPath Apps can directly and easily interact with prebuilt connectors via Integration Service--including Salesforce, ServiceNow, Open GenAI, and more.
The best part is you can achieve this without building a custom workflow! Say goodbye to the hassle of using separate automations to call APIs. By seamlessly integrating within App Studio, you can now easily streamline your workflow, while gaining direct access to our Connector Catalog of popular applications.
We’ll discuss and demo the benefits of UiPath Apps and connectors including:
Creating a compelling user experience for any software, without the limitations of APIs.
Accelerating the app creation process, saving time and effort
Enjoying high-performance CRUD (create, read, update, delete) operations, for
seamless data management.
Speakers:
Russell Alfeche, Technology Leader, RPA at qBotic and UiPath MVP
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Main news related to the CCS TSI 2023 (2023/1695)
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
Simplify your search for a reliable Python development partner! This list presents the top 10 trusted US providers offering comprehensive Python development services, ensuring your project's success from conception to completion.
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
The typical problem in product engineering is not bad strategy, so much as “no strategy”. This leads to confusion, lack of motivation, and incoherent action. The next time you look for a strategy and find an empty space, instead of waiting for it to be filled, I will show you how to fill it in yourself. If you’re wrong, it forces a correction. If you’re right, it helps create focus. I’ll share how I’ve approached this in the past, both what works and lessons for what didn’t work so well.
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Inconsistent user experience and siloed data, high costs, and changing customer expectations – Citizens Bank was experiencing these challenges while it was attempting to deliver a superior digital banking experience for its clients. Its core banking applications run on the mainframe and Citizens was using legacy utilities to get the critical mainframe data to feed customer-facing channels, like call centers, web, and mobile. Ultimately, this led to higher operating costs (MIPS), delayed response times, and longer time to market.
Ever-changing customer expectations demand more modern digital experiences, and the bank needed to find a solution that could provide real-time data to its customer channels with low latency and operating costs. Join this session to learn how Citizens is leveraging Precisely to replicate mainframe data to its customer channels and deliver on their “modern digital bank” experiences.
Mutation Testing for Task-Oriented Chatbots
Conversational agents, or chatbots, are increasingly used to access all sorts of services using natural language. While open-domain chatbots - like ChatGPT - can converse on any topic, task-oriented chatbots - the focus of this paper - are designed for specific tasks, like booking a flight, obtaining customer support, or setting an appointment. Like any other software, task-oriented chatbots need to be properly tested, usually by defining and executing test scenarios (i.e., sequences of user-chatbot interactions). However, there is currently a lack of methods to quantify the completeness and strength of such test scenarios, which can lead to low-quality tests, and hence to buggy chatbots.
To fill this gap, we propose adapting mutation testing (MuT) for task-oriented chatbots. To this end, we introduce a set of mutation operators that emulate faults in chatbot designs, an architecture that enables MuT on chatbots built using heterogeneous technologies, and a practical realisation as an Eclipse plugin. Moreover, we evaluate the applicability, effectiveness and efficiency of our approach on open-source chatbots, with promising results.
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
Folding is a recent technique for building efficient recursive SNARKs. Several elegant folding protocols have been proposed, such as Nova, Supernova, Hypernova, Protostar, and others. However, all of them rely on an additively homomorphic commitment scheme based on discrete log, and are therefore not post-quantum secure. In this work we present LatticeFold, the first lattice-based folding protocol based on the Module SIS problem. This folding protocol naturally leads to an efficient recursive lattice-based SNARK and an efficient PCD scheme. LatticeFold supports folding low-degree relations, such as R1CS, as well as high-degree relations, such as CCS. The key challenge is to construct a secure folding protocol that works with the Ajtai commitment scheme. The difficulty, is ensuring that extracted witnesses are low norm through many rounds of folding. We present a novel technique using the sumcheck protocol to ensure that extracted witnesses are always low norm no matter how many rounds of folding are used. Our evaluation of the final proof system suggests that it is as performant as Hypernova, while providing post-quantum security.
Paper Link: https://eprint.iacr.org/2024/257
Essentials of Automations: Exploring Attributes & Automation Parameters
Building automations in FME Flow can save time, money, and help businesses scale by eliminating data silos and providing data to stakeholders in real-time. One essential component to orchestrating complex automations is the use of attributes & automation parameters (both formerly known as “keys”). In fact, it’s unlikely you’ll ever build an Automation without using these components, but what exactly are they?
Attributes & automation parameters enable the automation author to pass data values from one automation component to the next. During this webinar, our FME Flow Specialists will cover leveraging the three types of these output attributes & parameters in FME Flow: Event, Custom, and Automation. As a bonus, they’ll also be making use of the Split-Merge Block functionality.
You’ll leave this webinar with a better understanding of how to maximize the potential of automations by making use of attributes & automation parameters, with the ultimate goal of setting your enterprise integration workflows up on autopilot.
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
A Mix Chart displays historical data of numbers in a graphical or tabular form. The Kalyan Rajdhani Mix Chart specifically shows the results of a sequence of numbers over different periods.
Leveraging the Graph for Clinical Trials and Standards
Katja Glaß
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Columbus Data & Analytics Wednesdays - June 2024
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Astute Business Solutions | Oracle Cloud Partner |
Your goto partner for Oracle Cloud, PeopleSoft, E-Business Suite, and Ellucian Banner. We are a firm specialized in managed services and consulting.
The Microsoft 365 Migration Tutorial For Beginner.pptx
This presentation will help you understand the power of Microsoft 365. However, we have mentioned every productivity app included in Office 365. Additionally, we have suggested the migration situation related to Office 365 and how we can help you.
You can also read: https://www.systoolsgroup.com/updates/office-365-tenant-to-tenant-migration-step-by-step-complete-guide/
Northern Engraving | Nameplate Manufacturing Process - 2024
Manufacturing custom quality metal nameplates and badges involves several standard operations. Processes include sheet prep, lithography, screening, coating, punch press and inspection. All decoration is completed in the flat sheet with adhesive and tooling operations following. The possibilities for creating unique durable nameplates are endless. How will you create your brand identity? We can help!
Apps Break Data
How information systems are built or acquired puts information, which is what they should be about, in a secondary place. Our language adapted accordingly, and we no longer talk about information systems but applications. Applications evolved in a way to break data into diverse fragments, tightly coupled with applications and expensive to integrate. The result is technical debt, which is re-paid by taking even bigger "loans", resulting in an ever-increasing technical debt. Software engineering and procurement practices work in sync with market forces to maintain this trend. This talk demonstrates how natural this situation is. The question is: can something be done to reverse the trend?
Recently uploaded (20)
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectors
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectors
9 CEO's who hit $100m ARR Share Their Top Growth Tactics Nathan Latka, Founde...
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Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
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[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
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Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
Essentials of Automations: Exploring Attributes & Automation Parameters
Essentials of Automations: Exploring Attributes & Automation Parameters
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
Leveraging the Graph for Clinical Trials and Standards
Leveraging the Graph for Clinical Trials and Standards
Astute Business Solutions | Oracle Cloud Partner |
Astute Business Solutions | Oracle Cloud Partner |
The Microsoft 365 Migration Tutorial For Beginner.pptx
The Microsoft 365 Migration Tutorial For Beginner.pptx
Northern Engraving | Nameplate Manufacturing Process - 2024
Northern Engraving | Nameplate Manufacturing Process - 2024
Cyberstates 2018 - Colorado
- 1. Copyright (c) 2018 CompTIA Properties, LLC. | CompTIA.org | Cyberstates.org | #Cyberstates | Page 21 2017 YoY % Change IT Services + Custom Software Services 68,590 4.8% R&D, Testing, and Engineering Services 49,560 1.1% Telecommunications and Internet Services 40,840 1.6% Tech Manufacturing 27,750 -0.5% Software [packaged] 12,850 1.7% 0 100,000 200,000 2011 2012 2013 2014 2015 2016 2017 est. [ +4,390 jobs +2.3% TECH INDUSTRY EMPLOYMENT TECH INDUSTRY EMPLOYMENT 199,600 TECH OCCUPATION EMPLOYMENT 172,200 STATE OF TECHNOLOGY SUMMARY 47% of Tech Industry Jobs Are in Tech Occupations LEADING TECH OCCUPATION CATEGORIES $55,710 $110,550 Average State Wage Average Tech Industry Wage TECH WAGES ARE 98% HIGHER TECH INDUSTRY WAGES Software and Web Developers Network Architects, Admins., and Support Specialists Computer Support Specialists 14.0%Estimated direct contribution of the tech sector to the Colorado economy: $43.4 billion ECONOMIC IMPACT Colorado 285,300 NET TECH EMPLOYMENT1 6,530 NET TECH JOB GAINS [2017 vs. 2016] 9.7% NET EMPLOYMENT AS A % OF OVERALL WORKFORCE 16,563 TECH BUSINESS ESTABLISHMENTS [firms with payroll] 80,690 TECH OCCUPATION JOB POSTINGS [2017 total] 44.3% EMERGING TECH JOB POSTINGS % CHANGE [2017 vs. 2016] LEADING TECH INDUSTRY SECTORS [by employment] 1 net of tech industry + tech occupation + self-employed [see methodology for details] 15th NET TECH EMPLOYMENT RANK 10th NET TECH EMPLOYMENT JOBS ADDED RANK 9th INNOVATION SCORE RANK 43,770 +3.7% YoY 19,260 +2.7% YoY 14,410 +3.0% YoY Primary data sources: EMSI | U.S. Bureau of Labor Statistics | U.S. Bureau of Economic Analysis | Burning Glass Technologies Labor Insights. All data are estimates covering the 2017 time period, unless specified as earlier | See Appendix for full methodology and data tables