LMIC's Lorena Camargo and Liz Betsis' presentation about labour market information and how to use for career exploration and advancement at the Graduate and Postdoctoral Development Network's 2021 Graduate Symposium.
LMIC's senior economist Anthony Mantione's presentation on evidence-based decision-making from the Canadian Institutional Research and Planning Association (CIRPA)'s 2021 conference.
Information Technology & Outsourcing. Migration to Central & Eastern EuropeIT Weekend
by Alan Harlan
Chief Executive Officer, SoftServe
IT Weekend Ukraine 2013 is an international conference, initiated to help Ukrainian IT industry professionals to grow and develop.
14.09.13, Kyiv
http://ukraine.itweekend.ua/
IT and Outsourcing: Migration to Central and Eastern Europe by alan harlan, c...SoftServe
Alan Harlan, CEO at SoftServe, Inc. shared his insights on IT and Outsourcing Trends - Migration to Central and Eastern Europe at the 2013 IT Weekend Ukraine conference that took place on September 14, 2013, in Kyiv, Ukraine. Here`s Alan`s presentation.
The challenges of open data: emerging technology to support learner journeys Graham Attwell
This presentation describes work being undertaken in a project funded by UKCES to use open data to support people in making decisions about future career choices
LMIC's Lorena Camargo and Liz Betsis' presentation about labour market information and how to use for career exploration and advancement at the Graduate and Postdoctoral Development Network's 2021 Graduate Symposium.
LMIC's senior economist Anthony Mantione's presentation on evidence-based decision-making from the Canadian Institutional Research and Planning Association (CIRPA)'s 2021 conference.
Information Technology & Outsourcing. Migration to Central & Eastern EuropeIT Weekend
by Alan Harlan
Chief Executive Officer, SoftServe
IT Weekend Ukraine 2013 is an international conference, initiated to help Ukrainian IT industry professionals to grow and develop.
14.09.13, Kyiv
http://ukraine.itweekend.ua/
IT and Outsourcing: Migration to Central and Eastern Europe by alan harlan, c...SoftServe
Alan Harlan, CEO at SoftServe, Inc. shared his insights on IT and Outsourcing Trends - Migration to Central and Eastern Europe at the 2013 IT Weekend Ukraine conference that took place on September 14, 2013, in Kyiv, Ukraine. Here`s Alan`s presentation.
The challenges of open data: emerging technology to support learner journeys Graham Attwell
This presentation describes work being undertaken in a project funded by UKCES to use open data to support people in making decisions about future career choices
Tony Bonen and Anthony Mantione attended the Cannexus20 to discuss the labour market information needs of career development practitioners, and what LMIC is doing to to help close those gaps.
IT Service Catalog: 5 Steps to Prepare Your Organization for Successful Servi...Evergreen Systems
Few Organizations have deep experience in planning for a successful Service Catalog project. Questions abound:
"What are the best practices? How will we measure success? What roles & responsibilities will we have? What are the customer & executive expectations...and how do we address them? What options do we have for getting started? Can we start simply and grow as we learn?"
Successful Service Catalog projects are dramatically different than many other IT projects. Please join Don Casson, CEO of Evergreen as he answers these questions and explains the 5 steps to prepare your team for success with your IT Service Catalog project.
Jeff Benedict, ITSM Practice Leader, will demo our constantly evolving view of a very advanced Employee Self-Service Catalog & Portal, built on ServiceNow technologies.
Webinar recording with demo available at http://content.evergreensys.com/it-service-catalog-project-steps-prepare-organization
What's Your LMSs Status? Online Learning Conference 2014Brandon Williams
Has your LMS become irrelevant in your greater learning strategy? Are you employees finding it difficult to use? Do administrators find it old and stodgy or want to get rid of it altogether? Take a look at this presentation (originally prepared for Training Magazine's Online Learning Conference in Chicago on September 23, 2014) for some insight into why you may want to keep your LMS around and how you might be able to transform it into a more useful and usable piece of technology in your portfolio.
Please contact me if you have any questions.
The Hybrid Training Revolution - Webinar with Brandon Hall Group and Training...Training Orchestra
Watch On-Demand: https://trainingorchestra.com/resources/webinar-with-brandon-hall-group-on-demand-the-hybrid-learning-revolution
Prior to the pandemic, organizations had already been struggling with managing a mix of in-person and virtual classroom learning programs. Now, more than two years later, the landscape has only grown more complex – and the traditional approach to in-person and virtual instructor-led training hasn’t been up to the task. Fueled by the stickiness of the remote workplace, the future is now and the now is hybrid.
Organizations must rethink and revolutionize the way they approach hybrid learning if they want to meet the needs of both the business and learners. This means new approaches to training management and an infusion of automation to get everything optimized. Join David Wentworth, Principal Learning Analyst for Brandon Hall Group, and Stephan Pineau, CEO of Training Orchestra as they discuss strategies for making the most of both in-person and virtual learning moving forward.
Discussion topics include:
The newest research on the impact of remote work and the hybrid classroom
Evolving business and learner needs
Optimizing hybrid training management and the merger of ILT & vILT
Capturing the right data to make the best business decisions
Examples of best-in-class hybrid learning management
Career Tools for Students to Start Exploring Their FutureIllinois workNet
Illinosi workNet provided this session for the Toolkit Workshop Day for K-12 School Counselors and Coaches for Chicago Public Schools. The session focused on tools and resources that counselors can use in the classroom or in group lessons. These tools from Illinois workNet will focus on how students can start exploring their skills, interests, and career options.
Cherwell Service Management effectively supports sharing of components and practices through the app store and customer collaboration. California State University, Fresno and University of New Mexico partnered with Avante and adopted a common framework to meet their ITSM maturity goals. Come learn how a shared, collaborative model can benefit the community. Learn how sharing includes customer collaboration, shared blueprints, and the app store. Learn how to collaborate on designs and coordinate changes to leverage the benefits of the Cherwell community.
LMIC Senior Economist Anthony Mantione spoke at the INFONEX Big Data & Analytics for the Public Sector virtual course on improving the timeliness, local nature and granularity of labour market information with web-scraped data.
How Should Organizations Take Advantage of the Growing On-Demand “Gig-Economy?"Smart ERP Solutions, Inc.
Today’s workforce features increasingly flexible work situations while, also dealing with a shortage of timely needed skills. The current competitive landscape continues to demand more contingent workers, freelancers, contractors, and several other types of specialized on-demand “gig” workers.
These are the slides from SmartERP's webinar presented by the author of Thriving In The Gig Economy, Marion McGovern and Hans Bukow, Chief Strategy Office, SmartERP. In this webinar attendees will learn more about how to operate with emerging independent talent marketplaces. Our speakers also discuss capitalizing on the strategic use of high-value, skilled, contingent workers, how to procure, onboard, and manage them, while reducing risk and avoiding compliance issues for your organization.
How Should Organizations Take Advantage of the Growing On-Demand “Gig-Economy”?Smart ERP Solutions, Inc.
Slides from the webinar
Description:
Today’s workforce features increasingly flexible work situations, while also dealing with a shortage of timely needed skills. The current competitive landscape continues to demand more contingent workers, freelancers, contractors, and several other types of specialized on-demand “gig” workers.
SmartERP invites you to How Should Organizations Take Advantage of the Growing On-Demand “Gig-Economy,” presented by the author of Thriving In The Gig Economy, Marion McGovern. In this webinar attendees will learn more about how to operate with emerging independent talent marketplaces. We’ll also discuss capitalizing on the strategic use of high-value, skilled, contingent workers, how to procure, onboard, and manage them, while reducing risk and avoiding compliance issues for your organization.
Michael Willcox a fait une présentation sur le resserrement des marchés du travail et les solutions pour y faire face. Au cours de la période de questions, les membres de l’auditoire se sont montrés particulièrement intéressés par l’ampleur des investissements que les entreprises consacrent aux technologies à faible main-d’œuvre, par les différentes politiques susceptibles de remédier aux pénuries de main-d’œuvre et par le rôle de la productivité dans l’inadéquation entre les compétences et les exigences professionnelles.
Au cours de cette séance, Brittany Feor s’est penchée sur les salaires pour savoir s’ils suivent le rythme de l’inflation. Au cours de la période de questions, les membres de l’auditoire ont discuté de sujets potentiels de recherche, dont l’incidence du domaine de spécialisation (STIM et non-STIM) sur les écarts salariaux en fonction du genre et l’impact des politiques de congé parental sur la dynamique de la population active.
More Related Content
Similar to Let’s get to work: using labour market information to inform decision making
Tony Bonen and Anthony Mantione attended the Cannexus20 to discuss the labour market information needs of career development practitioners, and what LMIC is doing to to help close those gaps.
IT Service Catalog: 5 Steps to Prepare Your Organization for Successful Servi...Evergreen Systems
Few Organizations have deep experience in planning for a successful Service Catalog project. Questions abound:
"What are the best practices? How will we measure success? What roles & responsibilities will we have? What are the customer & executive expectations...and how do we address them? What options do we have for getting started? Can we start simply and grow as we learn?"
Successful Service Catalog projects are dramatically different than many other IT projects. Please join Don Casson, CEO of Evergreen as he answers these questions and explains the 5 steps to prepare your team for success with your IT Service Catalog project.
Jeff Benedict, ITSM Practice Leader, will demo our constantly evolving view of a very advanced Employee Self-Service Catalog & Portal, built on ServiceNow technologies.
Webinar recording with demo available at http://content.evergreensys.com/it-service-catalog-project-steps-prepare-organization
What's Your LMSs Status? Online Learning Conference 2014Brandon Williams
Has your LMS become irrelevant in your greater learning strategy? Are you employees finding it difficult to use? Do administrators find it old and stodgy or want to get rid of it altogether? Take a look at this presentation (originally prepared for Training Magazine's Online Learning Conference in Chicago on September 23, 2014) for some insight into why you may want to keep your LMS around and how you might be able to transform it into a more useful and usable piece of technology in your portfolio.
Please contact me if you have any questions.
The Hybrid Training Revolution - Webinar with Brandon Hall Group and Training...Training Orchestra
Watch On-Demand: https://trainingorchestra.com/resources/webinar-with-brandon-hall-group-on-demand-the-hybrid-learning-revolution
Prior to the pandemic, organizations had already been struggling with managing a mix of in-person and virtual classroom learning programs. Now, more than two years later, the landscape has only grown more complex – and the traditional approach to in-person and virtual instructor-led training hasn’t been up to the task. Fueled by the stickiness of the remote workplace, the future is now and the now is hybrid.
Organizations must rethink and revolutionize the way they approach hybrid learning if they want to meet the needs of both the business and learners. This means new approaches to training management and an infusion of automation to get everything optimized. Join David Wentworth, Principal Learning Analyst for Brandon Hall Group, and Stephan Pineau, CEO of Training Orchestra as they discuss strategies for making the most of both in-person and virtual learning moving forward.
Discussion topics include:
The newest research on the impact of remote work and the hybrid classroom
Evolving business and learner needs
Optimizing hybrid training management and the merger of ILT & vILT
Capturing the right data to make the best business decisions
Examples of best-in-class hybrid learning management
Career Tools for Students to Start Exploring Their FutureIllinois workNet
Illinosi workNet provided this session for the Toolkit Workshop Day for K-12 School Counselors and Coaches for Chicago Public Schools. The session focused on tools and resources that counselors can use in the classroom or in group lessons. These tools from Illinois workNet will focus on how students can start exploring their skills, interests, and career options.
Cherwell Service Management effectively supports sharing of components and practices through the app store and customer collaboration. California State University, Fresno and University of New Mexico partnered with Avante and adopted a common framework to meet their ITSM maturity goals. Come learn how a shared, collaborative model can benefit the community. Learn how sharing includes customer collaboration, shared blueprints, and the app store. Learn how to collaborate on designs and coordinate changes to leverage the benefits of the Cherwell community.
LMIC Senior Economist Anthony Mantione spoke at the INFONEX Big Data & Analytics for the Public Sector virtual course on improving the timeliness, local nature and granularity of labour market information with web-scraped data.
How Should Organizations Take Advantage of the Growing On-Demand “Gig-Economy?"Smart ERP Solutions, Inc.
Today’s workforce features increasingly flexible work situations while, also dealing with a shortage of timely needed skills. The current competitive landscape continues to demand more contingent workers, freelancers, contractors, and several other types of specialized on-demand “gig” workers.
These are the slides from SmartERP's webinar presented by the author of Thriving In The Gig Economy, Marion McGovern and Hans Bukow, Chief Strategy Office, SmartERP. In this webinar attendees will learn more about how to operate with emerging independent talent marketplaces. Our speakers also discuss capitalizing on the strategic use of high-value, skilled, contingent workers, how to procure, onboard, and manage them, while reducing risk and avoiding compliance issues for your organization.
How Should Organizations Take Advantage of the Growing On-Demand “Gig-Economy”?Smart ERP Solutions, Inc.
Slides from the webinar
Description:
Today’s workforce features increasingly flexible work situations, while also dealing with a shortage of timely needed skills. The current competitive landscape continues to demand more contingent workers, freelancers, contractors, and several other types of specialized on-demand “gig” workers.
SmartERP invites you to How Should Organizations Take Advantage of the Growing On-Demand “Gig-Economy,” presented by the author of Thriving In The Gig Economy, Marion McGovern. In this webinar attendees will learn more about how to operate with emerging independent talent marketplaces. We’ll also discuss capitalizing on the strategic use of high-value, skilled, contingent workers, how to procure, onboard, and manage them, while reducing risk and avoiding compliance issues for your organization.
Michael Willcox a fait une présentation sur le resserrement des marchés du travail et les solutions pour y faire face. Au cours de la période de questions, les membres de l’auditoire se sont montrés particulièrement intéressés par l’ampleur des investissements que les entreprises consacrent aux technologies à faible main-d’œuvre, par les différentes politiques susceptibles de remédier aux pénuries de main-d’œuvre et par le rôle de la productivité dans l’inadéquation entre les compétences et les exigences professionnelles.
Au cours de cette séance, Brittany Feor s’est penchée sur les salaires pour savoir s’ils suivent le rythme de l’inflation. Au cours de la période de questions, les membres de l’auditoire ont discuté de sujets potentiels de recherche, dont l’incidence du domaine de spécialisation (STIM et non-STIM) sur les écarts salariaux en fonction du genre et l’impact des politiques de congé parental sur la dynamique de la population active.
Dans une présentation fondée sur l’analyse et les résultats de travaux réalisés par Kashyap Arora, Anne-Lore Fraikin et Sukriti Trehan, Kashyap a décrit diverses méthodes permettant de mesurer les tendances de la demande de main-d’œuvre à partir des offres d’emploi en ligne et les résultats préliminaires de l’analyse de données recueillies par Vicinity Jobs. Au cours de la séance de questions, le public a discuté des différences entre les tendances des offres d’emploi en ligne et les postes vacants recensés par l’Enquête sur les postes vacants et les salaires (EPVS).
LMIC senior economist Brittany Feor presented on whether wages are keeping up with inflation. During the Q&A, audience members engaged in discussion about potential areas of future research, such as whether wage differences between genders could be influenced by the choice of STEM versus non-STEM fields, as well as examining the impact of parental leave policies on workforce dynamics.
In a presentation based on analysis and findings prepared by Kashyap Arora, Anne-Lore Fraikin, and Sukriti Trehan, Kashyap presented a selection of methods for assessing labour demand trends through online job postings, with preliminary results from Vicinity Jobs.
Michael Willcox presented on tight labour markets and how to plan for them at the Canadian Economics Association's 2023 conference. During the Q&A, audience members were particularly interested in exploring the extent of business investment in labour-saving technologies, examining policy options to address labour shortages, and understanding the crucial role that productivity plays in the mismatch between skills and job requirements.
Michael Willcox, LMIC economist, participated in a panel hosted by World Education Services (WES) at the 5th Metropolis Identities Summit to discuss how the employment rate of immigrant youth is lower compared to Canadian-born youth, but the gap is closing.
Tony Bonen, directeur général (intérimaire) au CIMT, a discuté les promesses et limites du moissonnage du web sur les offres d’emploi à l'atelier de travail sur les besoins non comblés en matière de main-d’œuvre bilingue du Conseil des ministres sur la francophonie canadienne
Le directeur général intérimaire Tony Bonen a été invité par l'Association canadienne des administrateurs de la législation ouvrière (ACALO) où il a parlé du resserrement du marché du travail, des pénuries de main-d'œuvre et de compétences, et de l'avenir du travail.
LMIC's acting executive director Tony Bonen was invited by the Canadian Association of Administrators of Labour Legislation (CAALL) where he spoke about labour market tightness, labour and skills shortages, and the future of work.
Michael Willcox, économiste spécialiste, et Lorena Camargo, chercheuse principale, de CIMT ont fait une présentation lors de la conférence 2022 de l'Association canadienne d'économique, qui s'est tenue à l'Université Carleton. Dans leur présentation, ils ont analysé les nombreuses difficultés à identifier et à mesurer les pénuries, notamment les définitions floues, les problèmes de données et les dimensions manquantes (par exemple, la portée géographique des mesures).
Graham Dobbs, économiste spécialiste des CIMT, a fait une présentation lors de la conférence 2022 de l'Association canadienne d'économique, qui s'est tenue à l'Université Carleton. Dans sa présentation, il a discuté des résultats de ses recherches sur les résultats du marché du travail des jeunes, des travailleurs âgés et des immigrants au Canada.
Tony Bonen, directeur exécutif intérimaire du CIMT, a participé à un panel intitulé "Are Labour Shortages Really Constraining the Canadian Economy ?" lors de la conférence 2022 de l'Association canadienne d'économique, qui s'est tenue à l'Université Carleton. Dans sa présentation, il a abordé le sujet des pénuries au Canada et a noté qu'il n'existe pas de définition ou de mesure commune des pénuries de main-d'œuvre.
Tony Bonen, LMIC’s acting executive director, took part in a panel entitled 'Are Labour Shortages Really Constraining the Canadian Economy?' at the 2022 Canadian Economics Association conference, held at Carleton University. In his presentation, he discussed the topic of shortages in Canada and noted that there is no agreed-upon definition or measure for labour shortages.
LMIC economist Michael Willcox and principal researcher Lorena Camargo presented at the 2022 Canadian Economics Association conference, held at Carleton University. In their presentation, they analyzed the many difficulties in identifying and measuring shortages, including unclear definitions, data issues and missing dimensions (for example, the geographic scope of measures).
LMIC economist Graham Dobbs presented at the 2022 Canadian Economics Association conference, held at Carleton University. In his presentation, he discussed his research findings on the labour market outcomes of youth, mature workers and immigrants in Canada.
Brittany Feor, économiste spécialiste de CIMT, a fait une présentation lors de la conférence 2022 de l'Association canadienne d'économique (ACÉ 2022) qui s'est tenue à l'Université Carleton. Dans sa présentation, elle s'est intéressée au rétablissement de la population active des femmes alors que le marché du travail canadien se remet des impacts de la COVID-19.
LMIC economist Brittany Feor presented at the 2022 Canadian Economics Association conference (CEA 2022) held at Carleton University. In her presentation, she investigated the labour force recovery of women as the Canadian labour market recovers from the impacts of COVID-19.
More from Labour Market Information Council | Conseil de l’information sur le marché du travail (20)
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
StarCompliance is a leading firm specializing in the recovery of stolen cryptocurrency. Our comprehensive services are designed to assist individuals and organizations in navigating the complex process of fraud reporting, investigation, and fund recovery. We combine cutting-edge technology with expert legal support to provide a robust solution for victims of crypto theft.
Our Services Include:
Reporting to Tracking Authorities:
We immediately notify all relevant centralized exchanges (CEX), decentralized exchanges (DEX), and wallet providers about the stolen cryptocurrency. This ensures that the stolen assets are flagged as scam transactions, making it impossible for the thief to use them.
Assistance with Filing Police Reports:
We guide you through the process of filing a valid police report. Our support team provides detailed instructions on which police department to contact and helps you complete the necessary paperwork within the critical 72-hour window.
Launching the Refund Process:
Our team of experienced lawyers can initiate lawsuits on your behalf and represent you in various jurisdictions around the world. They work diligently to recover your stolen funds and ensure that justice is served.
At StarCompliance, we understand the urgency and stress involved in dealing with cryptocurrency theft. Our dedicated team works quickly and efficiently to provide you with the support and expertise needed to recover your assets. Trust us to be your partner in navigating the complexities of the crypto world and safeguarding your investments.
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
3. Helping CareerDevelopmentPractitioners
• Career practitioners are crucial to career and education decision making
• LMI can be difficult to find and understand
• Types of LMI most frequently sought: wages/salaries, skills,joboutlooks
Agenda:
1. ELMLP Dataset + earnings dashboard
2. Online Job Postings Dashboard
3. Emerging work: a) LMIC’s Data Hub, b)
ESDC’s OaSIS, c) LMIC’s Career Service’s
Mapping Project
4. 4
Education and
Labour Market
Longitudinal
Platform (ELMLP)
Postsecondary Student
Information System (PSIS)
Registered Apprenticeship
Information System (RAIS)
T1 Family File Tax Records
(T1FF)
Leveraging Linked Data
6. 6
Skills and
other work
requireme
nts
Vicinity Jobs
Data
Leveraging Online Job Posting Data
200,000 new, unique online
job postings per month
2,038,500 online job
postings
in 2020
Postings are matched to 4-
digit NOC and are available
by P/T/ER
Work requirements are extracted
and cleaned based on ESDC’s Skills
and Competencies Taxonomy
10. Data retrieved via
API
STATISTICS
CANADA
PRIVATE SECTOR
DATA
OTHER
GOVERNMENT
DATA
Drop
Zone
MOBILE APP
What skills do I
need to move
from my job to
job X?
Curated
Zone
EMPLOYMENT
LEVEL
AVERAGE HOURLY
WAGE
UNEMPLOYMENT
RATE
WORK
REQUIREMENTS
FORECASTED
EMPLOYMENT
GROWTH
WEBSITE/
DASHBOARD
Which entry level
jobs in my town
pay decent
wages?
LMIC DATA HUB
Raw data
sources
CDP-designed
tools
Indicator-specific tables
exposed to API
11. 11
Foundational Elements of OaSIS
A common way to structure
occupations: NOC
A common way to structure skills: The
Skills and Competencies Taxonomy
Occupational and Skills
Information System
(OaSIS)
12. 12
Mapping the Career Services
Delivery Ecosystem
Key questions:
• Who or what organizations are providing career services?
• What qualifications or training do service providers have?
• What services do they offer?
• How to clients learn about these services?
• Who is the target clientele?
• Are the programs publicly funded?
• How are services accessed (e.g., through EI)?
• How are services delivered?
• What types of LMI are being used/needed?
• What program evaluations exist?
13. 13
Designing an LMI Micro-
credential
• LMI contains too much jargon and requires specialized knowledge and/or
time investment to find, access, understand
• Reliance tends to be on informal sources of LMI like social media
• Few, if any, low cost, flexible, and self-directed options for developing LMI
literacy
• LMIC w/ the Canadian Career Development Foundation to develop
several learning modules aligned to the CCDF’s new CDP Competency
Framework
• Individuals who choose to complete all modules in the series will be
eligible for a micro-credential that will be endorsed by LMIC and CCDF,
and possibly external accrediting body
14. 14
CONTACT
Connect with us
Anthony Mantione
Senior economist
anthony.mantione@lmic-cimt.ca
Michael Willcox
Economist
Michael.willcox@lmic-cimt.ca