Sourcing and recruiting expert Glen Cathey shares advanced human capital data retrieval concepts, techniques and strategies in LinkedIn Recruiter.
Subscribe to the LinkedIn Talent Blog: http://linkd.in/18yp4Cg
Follow the LinkedIn company page: http://linkd.in/1f39JyH
Tweet with us: http://bit.ly/HireOnLinkedIn
Learn more about LinkedIn Talent Solutions: http://linkd.in/1bgERGj
This is the presentation I delivered at the 2012 Dallas SourceCon event on LinkedIn: Beyond the Basics. In this deck you will find content covering hidden talent pools on LinkedIn, effective LinkedIn sourcing strategies and tactics, including company and industry search, semantic search, Boolean search, diversity sourcing, LinkedIn Recruiter features such as "All Groups," and LinkedIn signal.You will also find out why you rank where you do in LinkedIn search results, according to LinkedIn.
Recruiter.Com Group Inc is a hiring platform for the network of recruiters. The company empowers businesses to recruit specialized talent faster with virtual teams of recruiters and AI job-matching technology. The Recruiter.com network of over 25,000 small and independent recruiters utilize a web platform, complete with AI-driven job matching, to recruit talent faster.
HOW AI IS CHANGING THE WAY YOU RECRUIT AND HIRE TOP TALENTHuman Capital Media
The continuous evolution of technology is changing the way we conduct business. New skills and roles are being introduced into the workforce at a record pace. This means that recruiters are tasked with finding and screening candidates that fit both the current and future needs of the organization, while also considering organizational fit. So how can recruiters continue to thrive in an era of constant change?
This session will provide attendees:
An understanding of how technology is impacting candidates’ expectations of the hiring process
How organizations can identify top talent with advanced, predictive selection assessments
Talk presented at the Analytics Frontiers Conference in Charlotte on March 21. The presentation evaluates opportunities and risks of AI and how consumers, businesses, society and governments can mitigate some of the risks.
Fill Current Jobs Faster By Building Talent PipelinesTalemetry
Watch the recording: http://talemetry.com/resources/webinars/building-talent-pipelines
Whether the need is volume or targeted hiring, organizations continue to struggle to find quality candidates in a timely and cost effective manner for many reasons:
- Multiple candidate databases to search
- Limited search functionality
- Limited access to large numbers of candidates
- Costly and inefficient use of database subscriptions
- Difficult to search for past applicants
- No central talent pool outside of applicants
- Not leveraging talent pool before spending on advertising and agencies
- Limited relationship management/talent pipeline CRM capabilities
This presentation on talent pipelines will show both sourcing and talent marketing teams how Talemetry can solve these challenges and find and attract the right talent faster and more cost effectively.
You'll learn:
- How to search and rank candidates from multiple sources include job board candidate databases, social networks, applicants in your ATS, and 100m+ open web candidate profiles.
- How to organize talent pipelines; manage candidate relationships and related activities, communications, and campaigns in support of:
- Tactical CRM: Find and rank candidates for immediate job openings and invite them to apply
- Strategic CRM: Build Talent Pipelines for future hiring requirements
website: www.talemetry.com
blog: www.talemetrytoday.com
Sourcing and recruiting expert Glen Cathey shares advanced human capital data retrieval concepts, techniques and strategies in LinkedIn Recruiter.
Subscribe to the LinkedIn Talent Blog: http://linkd.in/18yp4Cg
Follow the LinkedIn company page: http://linkd.in/1f39JyH
Tweet with us: http://bit.ly/HireOnLinkedIn
Learn more about LinkedIn Talent Solutions: http://linkd.in/1bgERGj
This is the presentation I delivered at the 2012 Dallas SourceCon event on LinkedIn: Beyond the Basics. In this deck you will find content covering hidden talent pools on LinkedIn, effective LinkedIn sourcing strategies and tactics, including company and industry search, semantic search, Boolean search, diversity sourcing, LinkedIn Recruiter features such as "All Groups," and LinkedIn signal.You will also find out why you rank where you do in LinkedIn search results, according to LinkedIn.
Recruiter.Com Group Inc is a hiring platform for the network of recruiters. The company empowers businesses to recruit specialized talent faster with virtual teams of recruiters and AI job-matching technology. The Recruiter.com network of over 25,000 small and independent recruiters utilize a web platform, complete with AI-driven job matching, to recruit talent faster.
HOW AI IS CHANGING THE WAY YOU RECRUIT AND HIRE TOP TALENTHuman Capital Media
The continuous evolution of technology is changing the way we conduct business. New skills and roles are being introduced into the workforce at a record pace. This means that recruiters are tasked with finding and screening candidates that fit both the current and future needs of the organization, while also considering organizational fit. So how can recruiters continue to thrive in an era of constant change?
This session will provide attendees:
An understanding of how technology is impacting candidates’ expectations of the hiring process
How organizations can identify top talent with advanced, predictive selection assessments
Talk presented at the Analytics Frontiers Conference in Charlotte on March 21. The presentation evaluates opportunities and risks of AI and how consumers, businesses, society and governments can mitigate some of the risks.
Fill Current Jobs Faster By Building Talent PipelinesTalemetry
Watch the recording: http://talemetry.com/resources/webinars/building-talent-pipelines
Whether the need is volume or targeted hiring, organizations continue to struggle to find quality candidates in a timely and cost effective manner for many reasons:
- Multiple candidate databases to search
- Limited search functionality
- Limited access to large numbers of candidates
- Costly and inefficient use of database subscriptions
- Difficult to search for past applicants
- No central talent pool outside of applicants
- Not leveraging talent pool before spending on advertising and agencies
- Limited relationship management/talent pipeline CRM capabilities
This presentation on talent pipelines will show both sourcing and talent marketing teams how Talemetry can solve these challenges and find and attract the right talent faster and more cost effectively.
You'll learn:
- How to search and rank candidates from multiple sources include job board candidate databases, social networks, applicants in your ATS, and 100m+ open web candidate profiles.
- How to organize talent pipelines; manage candidate relationships and related activities, communications, and campaigns in support of:
- Tactical CRM: Find and rank candidates for immediate job openings and invite them to apply
- Strategic CRM: Build Talent Pipelines for future hiring requirements
website: www.talemetry.com
blog: www.talemetrytoday.com
Hedge Fund case study solution - Credit default swaps execution system and Gr...Naveen Kumar
I designed the entire end-to-end trading architecture of a hedge fund.
The execution system for integrating a fund with Credit default swap capabilities and also solved Hedge fund's liquidity constraint in moving funds across the countries.
Data Analytics has become a crucial part of the IT industry, as businesses strive to extract meaningful insights from the massive amounts of data they generate. APTRON's Data Analytics Training in Gurgaon is designed to equip learners with the knowledge and skills required to become proficient in the field.
Unlocking Insights_ The Power of Data Analytics in the Modern World.pptxAPTRON Solutions Noida
In a world overflowing with data, the ability to extract meaningful information is a valuable skill. Data Analytics Training in Noida at APTRON Solutions is your gateway to a rewarding career in this ever-evolving field. Our commitment to excellence, practical approach, and industry connections make us the ideal choice for aspiring data analysts in Noida. Join us today and embark on a journey towards becoming a proficient data analyst ready to tackle the challenges of tomorrow's data-driven world. Your future in data analytics starts here at APTRON Solutions Noida!
https://t.ly/_xoaj
Data Science - Part I - Sustaining Predictive Analytics CapabilitiesDerek Kane
This is the first lecture in a series of data analytics topics and geared to individuals and business professionals who have no understand of building modern analytics approaches. This lecture provides an overview of the models and techniques we will address throughout the lecture series, we will discuss Business Intelligence topics, predictive analytics, and big data technologies. Finally, we will walk through a simple yet effective example which showcases the potential of predictive analytics in a business context.
spocto's unique machine learning algorithms & artificial learning which provides solution to create persona.
spocto analytics has improved the Contact Rate, Debt Collections and Non Performing Asset Management for a leading Bank in India
Cognitive Analytics For Perfect Hire in Shortest Time Talview
To ensure finding the right talent, on boarding top talent, and replicating success across the organization at a large scale; leading companies are increasingly adopting Cognitive Analytics to analyze candidate personality and cultural fit.
These slides gives you an insight in to the informative webinar conducted by Talview in which Sanjoe Tom Jose, CEO, Talview & Gaurav Vasu, Functional HR Analytics Lead, HCL Technologies speaks on the matter.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
1. Lincoln – Talent Analysis (Software Product
Development)
June 2013
This report is solely for the use of Talent Neuron clients and Talent Neuron Subscribers. No part of it may be circulated, quoted, or
reproduced for distribution outside the client organization without prior written approval from Talent Neuron.
2. Talent Neuron Copyright and Disclaimer
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The material in this report is copyrighted. No part of this report prepared by Talent Neuron can be reproduced either
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The report herein is the property of Talent Neuron (A Zinnov LLC Company). Beyond the membership, no copyrighted
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Disclaimer
All the information contained in this report is obtained through proprietary technology aggregation algorithms, human
experts, network of domain experts, discussions with industry leaders, public and confidential information sources
believed to be reliable. Talent Neuron makes no representations or warranties regarding the errors, omissions or
completeness of any information contained herein and shall have no liability for the same. The report is provided solely
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respect to the information provided.
3. 3
Talent Neuron can help in selecting the right location by providing data, analytics and insights on Locations,
Talent, Cost, Peer Group Footprint & Trends
Location Analysis Understand the capability of each potential
location and make data driven decisions on
setup and expansion
Peer and Talent
Insights
Understand the capability of each potential
location and make data driven decisions on
setup and expansion
Ecosystem Analysis Understand the capability of each potential
location and make data driven decisions on
setup and expansion
Source: Talent Neuron Website
4. CAPABILITIES
Talent Neuron has assisted over 100 companies in their global location analysis and site
selection process
Ecosystem Insights Forecasts Industry/Domain
Wage Inflation
Trends
Company TrackerMarket TrackerSkill Wizard Market Insights
Talent Neuron KEY
FOCUS IS ON THE
TECHNOLOGY INDUSTRY.
OVER 80% CLIENTS ARE
IN THE PRODUCT
ENGINEERING DOMAIN.
Consulting
Proprietary
Data Sources
Network
Reports
Web Crawling
Expert
Insights
Analytics
Surveys
500+ GLOBAL
CITIES COVERED
Source: Talent Neuron
6 DOMAINS
35 FUNCTIONs
150+ SKILL SETS
5. PROPOSED APPROACH – Data Gathering and Analysis through BIG Data
Talent Neuron will use data driven Big data principles (for large data analysis) which will provide
comprehensive insights and transparency on the trends, current realities and opportunities in any locations
100+ Job sites
3,000+ Company
Career Sites
Universities
Social Media/
Public Profiles
Hadoop
Engine
(Big Data
Approach)
=
Over 12,000
Unique Data
elements for
each city
Patent Databases
Publication/
Journal
Databases
Technology
Contributor lists
Community Sites
Connectors (API / Screen Scraping)
Skill
Availability
Location
Insights
Compensation
and Cost
Trends
Peer
Company
Footprint
Source: Talent Neuron Website
* Details not disclosed by the company
Source: Talent Neuron Research and Analysis
6. 6
Talent Neuron has two module Talent Intelligence and Talent Analytics. Our data
spectrum covers 500 cities, 9 Domains and 400+ skill sets
520+ Cities
~12,000 Unique Data
Points Per City
9 Domains &
400+ Skills
~7,500 Companies &
22 Million Profiles
Module 1: Talent Intelligence Module 2: Talent Analytics
• Location Profiles
• Talent Pool (Installed and Fresh)
• Salary and Cost
• University
• Peer Companies
• Monitor
• Role Views
• Job Engine
• Top Brains
• Public People Profiles
• HR Data Consolidation
• Peer Benchmarking
• Decision Support Analytics
• Workforce Planning
• Skill Circles
• Hypotheses Validation
7. 7
Talent Neuron, gathers data from multiple sources
Data Mining from Connectors
Job Sites
Company
Career Sites
Social Media/
Public Profiles
Patent
Databases
Community
Sites
Technology
Contributor List
Universities
Publication/
Journal
Databases
Survey Data from
Companies
Data from Govt./
Industry Bodies
Data from Local
Recruitment
Companies
Data on City level
suitability &
Ecosystem
Correlated data
on Talent,
Cost, Peer companies
Talent Neuron Primary
Research & Interviews
News Articles & Public
Data – Crawling Engine
8. Zinnov 8
Software Product Development – Talent Pool
200
300
400
350
150
200
350
C C++ .Net Java Mobile WebTechnologies J2EE
Development Talent Pool
Talent Pool in Development related skills
Source : Talent Neuron, BLS, Interviews with Industry Experts
2,100
200300 900 200 500Design Development Management
Product
Conceptualiza
tion
Testing
Software
Product
Development
Established Talent Pool
Lincoln has 2,100 resources working in the Software Product Development Domain (Excludes IT
Services), with majority of them being involved in Development related function
9. Zinnov 9
Fresh Talent Pool
Lincoln has around 6 universities which produce around 3,700 graduates.
Top Technology Universities in Lincoln
# University Name University Type
Number of Students
Enrolled
1 Doane College-Lincoln Grand Island and Master Private 1,700
2 Kaplan University-Lincoln Campus Private 700
3 Nebraska Wesleyan University Private 2,150
4 Union College Private 900
5 University of Nebraska-Lincoln Public 24,600
6 BryanLGH College of Health Sciences Private 550
3,700 400Eligible Talent Pool
Total Fresh Talent
Pool eligible for job
in ICT sector
Total Fresh Talent
Pool eligible for job
in Software Product
Development
domain
Source : Talent Neuron
10. Zinnov 10
Total Cost
Lower salaries make Lincoln an attractive Tier 2 location. However, the total cost of operations
(including bonus, travel, etc.) could significantly increase the cost of operations
More than
10 Years
7 to 10 Years
3 to 7 Years
0 to 3 Years
Experience Group
Note : The numbers above indicate annual salary and annual total cost in USD
Source : Talent Neuron, Interviews with Captive and Vendor Software Development Center Stakeholders
$84,600
$66,800
$53,150
$42,700
$150,010
$123,960
$103,660
$87,740
$135,050
$100,500
$75,200
$56,100
$219,082
$171,050
$135,334
$108,380
$201,050
$141,250
$101,800
$74,400
$309,784
$229,280
$174,328
$136,166
Total Cost
Salary
Min Median Max
11. Zinnov 11
Conceptualization Design Development Testing Support
Prototype Design/
Architecture
Technology Evaluation
Prototype Development
Prototype Validation
Concept Definition
Concept Evaluation
Requirement Gathering &
Analysis
Software Architecture
High-Level Design of
product concept
Feature Definition
Project Planning
Re-Engineering &
Migration
Requirement
Management
Program Management
Product Development
Product Maintenance
Project Management
Regression Testing
Testing Automation
Product Validation/
Acceptance
Unit/ Interface Testing
Component/ Feature
Testing
Technical Support (Level
3 & 4)
Professional Services
Technical Support (Level
1 & 2)
Performance
Benchmarking
Low High
Work Involvement Status
Source : Zinnov Talent Neuron,
Quality of Work
Most of the companies in Lincoln have mid to low level development capabilities due to lack of
top tier talent
Source : Talent Neuron
12. For Detailed information on Location, Talent, Cost, Risks, University Information
contact info@talentneuron.com
Talent
Neuron
Global
Location
Profiles
Global
Talent
Insights
Global
Cost &
Salary
Insights
University
Outlook
Peer
Companies
Monitor
Role View
Job
Engineer
Talent Neuron Platform
Talent Neuron Platform provides granular data for over 500 cities in 83 countries. It tracks over 12,000 unique data
parameters for a city that spans across location attributes, talent pool size (Domain, Function and Skills), Universities,
Salary and Cost etc.
Source: Talent Neuron Website
13. THANK YOU
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