Cyberstates 2018 - Texas
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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 59
2017
YoY %
Change
IT Services + Custom Software Services 227,220 4.3%
R&D, Testing, and Engineering Services 134,390 -0.3%
Telecommunications and Internet Services 120,430 0.2%
Tech Manufacturing 90,120 -2.5%
Software [packaged] 19,850 3.0%
0
300,000
600,000
2011 2012 2013 2014 2015 2016 2017
est.
[
+7,610 jobs
+1.3%
TECH INDUSTRY EMPLOYMENT
TECH
INDUSTRY
JOBS
592,000
TECH
OCCUPATION
JOBS
610,100
STATE OF TECHNOLOGY SUMMARY
45% of Tech Industry Jobs
Are in Tech Occupations
LEADING TECH OCCUPATION CATEGORIES
TECH INDUSTRY WAGES
Software and Web Developers
Computer System and Information Security Analysts
Network Architects, Admins., and Support Specialists
8.7%Estimated direct
contribution of the
tech sector to the
Texas economy:
$136.9 billion
ECONOMIC IMPACT
Texas
$55,140
$106,300
Average
State Wage
Average Tech
Industry Wage
963,400 NET TECH EMPLOYMENT1
13,390 NET TECH JOB GAINS [2017 vs. 2016]
7.2% NET EMPLOYMENT AS A % OF OVERALL WORKFORCE
37,713 TECH BUSINESS ESTABLISHMENTS [firms with payroll]
197,650 TECH OCCUPATION JOB POSTINGS [2017 total]
41.4% 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]
2nd NET TECH EMPLOYMENT RANK
2nd NET TECH EMPLOYMENT JOBS ADDED RANK
4th INNOVATION SCORE RANK
103,710
+3.4% YoY
68,980
+4.0% YoY
62,830
+2.4% 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
TECH
WAGES
ARE 93%
HIGHER](https://image.slidesharecdn.com/comptiacyberstates2018-texas-180328212618/85/Cyberstates-2018-Texas-1-320.jpg)
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- The IT sector added over 9,000 jobs in August compared to July, with the largest gains in computer systems design.
- California, Texas, and Virginia had the highest numbers of IT job postings, while Florida, Colorado, and New Jersey saw the largest monthly increases.
- Remote/work from home IT job postings grew over 20% in August, led by postings for software developers, IT support specialists, and web developers.
CompTIA IT Employment Tracker – August 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
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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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.
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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!
Must Know Postgres Extension for DBA and Developer during Migration
Mydbops Opensource Database Meetup 16
Topic: Must-Know PostgreSQL Extensions for Developers and DBAs During Migration
Speaker: Deepak Mahto, Founder of DataCloudGaze Consulting
Date & Time: 8th June | 10 AM - 1 PM IST
Venue: Bangalore International Centre, Bangalore
Abstract: Discover how PostgreSQL extensions can be your secret weapon! This talk explores how key extensions enhance database capabilities and streamline the migration process for users moving from other relational databases like Oracle.
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* Discover how these key extensions can empower both developers and DBAs during the migration process.
* Don't miss this chance to gain practical knowledge from an industry expert and stay updated on the latest open-source database trends.
Mydbops Managed Services specializes in taking the pain out of database management while optimizing performance. Since 2015, we have been providing top-notch support and assistance for the top three open-source databases: MySQL, MongoDB, and PostgreSQL.
Our team offers a wide range of services, including assistance, support, consulting, 24/7 operations, and expertise in all relevant technologies. We help organizations improve their database's performance, scalability, efficiency, and availability.
Contact us: info@mydbops.com
Visit: https://www.mydbops.com/
Follow us on LinkedIn: https://in.linkedin.com/company/mydbops
For more details and updates, please follow up the below links.
Meetup Page : https://www.meetup.com/mydbops-databa...
Twitter: https://twitter.com/mydbopsofficial
Blogs: https://www.mydbops.com/blog/
Facebook(Meta): https://www.facebook.com/mydbops/
Lee Barnes - Path to Becoming an Effective Test Automation Engineer.pdf
So… you want to become a Test Automation Engineer (or hire and develop one)? While there’s quite a bit of information available about important technical and tool skills to master, there’s not enough discussion around the path to becoming an effective Test Automation Engineer that knows how to add VALUE. In my experience this had led to a proliferation of engineers who are proficient with tools and building frameworks but have skill and knowledge gaps, especially in software testing, that reduce the value they deliver with test automation.
In this talk, Lee will share his lessons learned from over 30 years of working with, and mentoring, hundreds of Test Automation Engineers. Whether you’re looking to get started in test automation or just want to improve your trade, this talk will give you a solid foundation and roadmap for ensuring your test automation efforts continuously add value. This talk is equally valuable for both aspiring Test Automation Engineers and those managing them! All attendees will take away a set of key foundational knowledge and a high-level learning path for leveling up test automation skills and ensuring they add value to their organizations.
Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Dmitrii Kamaev, PhD
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Containers & AI - Beauty and the Beast!?!
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Keywords: AI, Containeres, Kubernetes, Cloud Native
Event Link: https://meine.doag.org/events/cloudland/2024/agenda/#agendaId.4211
[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.
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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
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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?
AWS Certified Solutions Architect Associate (SAA-C03)
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MySQL InnoDB Storage Engine: Deep Dive - Mydbops
This presentation, titled "MySQL - InnoDB" and delivered by Mayank Prasad at the Mydbops Open Source Database Meetup 16 on June 8th, 2024, covers dynamic configuration of REDO logs and instant ADD/DROP columns in InnoDB.
This presentation dives deep into the world of InnoDB, exploring two ground-breaking features introduced in MySQL 8.0:
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• Instant ADD/DROP Columns: Say goodbye to costly table rebuilds! This presentation unveils how InnoDB now enables seamless addition and removal of columns without compromising data integrity or incurring downtime.
Key Learnings:
• Grasp the concept of REDO logs and their significance in InnoDB's transaction management.
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Leveraging the Graph for Clinical Trials and Standards
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QR Secure: A Hybrid Approach Using Machine Learning and Security Validation F...
QR Secure: A Hybrid Approach Using Machine Learning and Security Validation Functions to Prevent Interaction with Malicious QR Codes.
Aim of the Study: The goal of this research was to develop a robust hybrid approach for identifying malicious and insecure URLs derived from QR codes, ensuring safe interactions.
This is achieved through:
Machine Learning Model: Predicts the likelihood of a URL being malicious.
Security Validation Functions: Ensures the derived URL has a valid certificate and proper URL format.
This innovative blend of technology aims to enhance cybersecurity measures and protect users from potential threats hidden within QR codes 🖥 🔒
This study was my first introduction to using ML which has shown me the immense potential of ML in creating more secure digital environments!
AI in the Workplace Reskilling, Upskilling, and Future Work.pptx
Discover how AI is transforming the workplace and learn strategies for reskilling and upskilling employees to stay ahead. This comprehensive guide covers the impact of AI on jobs, essential skills for the future, and successful case studies from industry leaders. Embrace AI-driven changes, foster continuous learning, and build a future-ready workforce.
Read More - https://bit.ly/3VKly70
A Deep Dive into ScyllaDB's Architecture
This talk will cover ScyllaDB Architecture from the cluster-level view and zoom in on data distribution and internal node architecture. In the process, we will learn the secret sauce used to get ScyllaDB's high availability and superior performance. We will also touch on the upcoming changes to ScyllaDB architecture, moving to strongly consistent metadata and tablets.
"$10 thousand per minute of downtime: architecture, queues, streaming and fin...
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Astute Business Solutions | Oracle Cloud Partner |
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Must Know Postgres Extension for DBA and Developer during Migration
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Lee Barnes - Path to Becoming an Effective Test Automation Engineer.pdf
Lee Barnes - Path to Becoming an Effective Test Automation Engineer.pdf
Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
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[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
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"$10 thousand per minute of downtime: architecture, queues, streaming and fin...
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Cyberstates 2018 - Texas
- 1. Copyright (c) 2018 CompTIA Properties, LLC. | CompTIA.org | Cyberstates.org | #Cyberstates | Page 59 2017 YoY % Change IT Services + Custom Software Services 227,220 4.3% R&D, Testing, and Engineering Services 134,390 -0.3% Telecommunications and Internet Services 120,430 0.2% Tech Manufacturing 90,120 -2.5% Software [packaged] 19,850 3.0% 0 300,000 600,000 2011 2012 2013 2014 2015 2016 2017 est. [ +7,610 jobs +1.3% TECH INDUSTRY EMPLOYMENT TECH INDUSTRY JOBS 592,000 TECH OCCUPATION JOBS 610,100 STATE OF TECHNOLOGY SUMMARY 45% of Tech Industry Jobs Are in Tech Occupations LEADING TECH OCCUPATION CATEGORIES TECH INDUSTRY WAGES Software and Web Developers Computer System and Information Security Analysts Network Architects, Admins., and Support Specialists 8.7%Estimated direct contribution of the tech sector to the Texas economy: $136.9 billion ECONOMIC IMPACT Texas $55,140 $106,300 Average State Wage Average Tech Industry Wage 963,400 NET TECH EMPLOYMENT1 13,390 NET TECH JOB GAINS [2017 vs. 2016] 7.2% NET EMPLOYMENT AS A % OF OVERALL WORKFORCE 37,713 TECH BUSINESS ESTABLISHMENTS [firms with payroll] 197,650 TECH OCCUPATION JOB POSTINGS [2017 total] 41.4% 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] 2nd NET TECH EMPLOYMENT RANK 2nd NET TECH EMPLOYMENT JOBS ADDED RANK 4th INNOVATION SCORE RANK 103,710 +3.4% YoY 68,980 +4.0% YoY 62,830 +2.4% 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 TECH WAGES ARE 93% HIGHER