For daily Takaful insights, follow me → bsky.app/profile/iamatiiq.bsky.social
Deeper dive on LinkedIn → linkedin.com/in/iamatiiq
#Takaful #ActuarialScience #AI #IslamicFinance
Deeper dive on LinkedIn → linkedin.com/in/iamatiiq
#Takaful #ActuarialScience #AI #IslamicFinance
bsky.app
November 9, 2026 at 1:10 PM
For daily Takaful insights, follow me → bsky.app/profile/iamatiiq.bsky.social
Deeper dive on LinkedIn → linkedin.com/in/iamatiiq
#Takaful #ActuarialScience #AI #IslamicFinance
Deeper dive on LinkedIn → linkedin.com/in/iamatiiq
#Takaful #ActuarialScience #AI #IslamicFinance
Purdue University is hiring:
Assistant or Associate Professor of Actuarial Science
#professor #mathsky #actuarialscience
Assistant or Associate Professor of Actuarial Science
#professor #mathsky #actuarialscience
November 1, 2026 at 1:26 PM
Purdue University is hiring:
Assistant or Associate Professor of Actuarial Science
#professor #mathsky #actuarialscience
Assistant or Associate Professor of Actuarial Science
#professor #mathsky #actuarialscience
Purdue University is hiring:
Assistant or Associate Professor of Actuarial Sciences
#professor #mathsky #actuarialscience
Assistant or Associate Professor of Actuarial Sciences
#professor #mathsky #actuarialscience
October 28, 2026 at 2:37 AM
Purdue University is hiring:
Assistant or Associate Professor of Actuarial Sciences
#professor #mathsky #actuarialscience
Assistant or Associate Professor of Actuarial Sciences
#professor #mathsky #actuarialscience
Northern Arizona University (NAU) is hiring:
Associate Professor of Practice or Professor of Practice in Actuarial Science
#professor #mathsky #actuarialscience
Associate Professor of Practice or Professor of Practice in Actuarial Science
#professor #mathsky #actuarialscience
October 27, 2026 at 2:40 AM
Northern Arizona University (NAU) is hiring:
Associate Professor of Practice or Professor of Practice in Actuarial Science
#professor #mathsky #actuarialscience
Associate Professor of Practice or Professor of Practice in Actuarial Science
#professor #mathsky #actuarialscience
Northern Arizona University (NAU) is hiring:
Associate Professor of Practice or Professor of Practice in Actuarial Science
#professor #mathsky #actuarialscience
Associate Professor of Practice or Professor of Practice in Actuarial Science
#professor #mathsky #actuarialscience
October 25, 2026 at 10:46 AM
Northern Arizona University (NAU) is hiring:
Associate Professor of Practice or Professor of Practice in Actuarial Science
#professor #mathsky #actuarialscience
Associate Professor of Practice or Professor of Practice in Actuarial Science
#professor #mathsky #actuarialscience
Could better behavioral health solutions improve lives—and lower the total cost of care?
Kara Clark, FSA, and Joan C. Barrett, FSA, MAAA, discuss barriers to care, emerging solutions and how actuaries can evaluate what works on the Research Insights Podcast: https://bit.ly/4ATVvg0. #ActuarialScience
Kara Clark, FSA, and Joan C. Barrett, FSA, MAAA, discuss barriers to care, emerging solutions and how actuaries can evaluate what works on the Research Insights Podcast: https://bit.ly/4ATVvg0. #ActuarialScience
October 7, 2026 at 9:06 PM
Could better behavioral health solutions improve lives—and lower the total cost of care?
Kara Clark, FSA, and Joan C. Barrett, FSA, MAAA, discuss barriers to care, emerging solutions and how actuaries can evaluate what works on the Research Insights Podcast: https://bit.ly/4ATVvg0. #ActuarialScience
Kara Clark, FSA, and Joan C. Barrett, FSA, MAAA, discuss barriers to care, emerging solutions and how actuaries can evaluate what works on the Research Insights Podcast: https://bit.ly/4ATVvg0. #ActuarialScience
THE TABLE AND THE WORLD
Mortality tables transformed insurance by finding patterns across populations.
Markets are different. Participants observe the model, react to it and change the system.
Article 3:
atstradingsolutions.com/the-origins-...
#Risk #Markets #ActuarialScience #OutlierHunter
Mortality tables transformed insurance by finding patterns across populations.
Markets are different. Participants observe the model, react to it and change the system.
Article 3:
atstradingsolutions.com/the-origins-...
#Risk #Markets #ActuarialScience #OutlierHunter
THE ORIGINS OF RISK | ARTICLE 3 OF 8 - The Trader's Outpost
How actuarial science learned to price mortality, why the method worked, and what finance misunderstood when it carried the model into markets.
atstradingsolutions.com
September 18, 2026 at 8:29 PM
THE TABLE AND THE WORLD
Mortality tables transformed insurance by finding patterns across populations.
Markets are different. Participants observe the model, react to it and change the system.
Article 3:
atstradingsolutions.com/the-origins-...
#Risk #Markets #ActuarialScience #OutlierHunter
Mortality tables transformed insurance by finding patterns across populations.
Markets are different. Participants observe the model, react to it and change the system.
Article 3:
atstradingsolutions.com/the-origins-...
#Risk #Markets #ActuarialScience #OutlierHunter
New issue: Notes on Data and Learning — N.29
When a model shapes a decision, the outcome becomes part of the next dataset. The analytical workflow is no longer a straight line, but a feedback loop.
Read on Substack: federicagazzelloni.substack.com/p/notes-on-d...
#DataScience #AI #ActuarialScience
When a model shapes a decision, the outcome becomes part of the next dataset. The analytical workflow is no longer a straight line, but a feedback loop.
Read on Substack: federicagazzelloni.substack.com/p/notes-on-d...
#DataScience #AI #ActuarialScience
Notes on Data and Learning — N.29
When the Model Changes the Data
federicagazzelloni.substack.com
September 18, 2026 at 4:45 PM
New issue: Notes on Data and Learning — N.29
When a model shapes a decision, the outcome becomes part of the next dataset. The analytical workflow is no longer a straight line, but a feedback loop.
Read on Substack: federicagazzelloni.substack.com/p/notes-on-d...
#DataScience #AI #ActuarialScience
When a model shapes a decision, the outcome becomes part of the next dataset. The analytical workflow is no longer a straight line, but a feedback loop.
Read on Substack: federicagazzelloni.substack.com/p/notes-on-d...
#DataScience #AI #ActuarialScience
AI can perform well overall yet fail specific populations. New SOA Research Institute research shows how gaps in healthcare claims data might create bias, and it offers practical tools to assess, mitigate and document the risk. https://bit.ly/4A6rrxf.
#ActuarialScience #ResponsibleAI
#ActuarialScience #ResponsibleAI
September 11, 2026 at 1:22 AM
AI can perform well overall yet fail specific populations. New SOA Research Institute research shows how gaps in healthcare claims data might create bias, and it offers practical tools to assess, mitigate and document the risk. https://bit.ly/4A6rrxf.
#ActuarialScience #ResponsibleAI
#ActuarialScience #ResponsibleAI
Photos from the #FortWayne Actuarial and Data Science Picnic 🍔 🌭 , on the #purduefortwayne 🐘 campus today.
https://photos.app.goo.gl/pkA71nVN99BQP2b29
#actuarialscience #datascience
https://photos.app.goo.gl/pkA71nVN99BQP2b29
#actuarialscience #datascience
Actuarial Picnic 2026 · Friday, Aug 28 📸
Shared album · Tap to view!
photos.google.com
August 28, 2026 at 9:16 PM
Photos from the #FortWayne Actuarial and Data Science Picnic 🍔 🌭 , on the #purduefortwayne 🐘 campus today.
https://photos.app.goo.gl/pkA71nVN99BQP2b29
#actuarialscience #datascience
https://photos.app.goo.gl/pkA71nVN99BQP2b29
#actuarialscience #datascience
What retirement risks are shaping the future? 🎙️
Listen in on an exploration of key findings from the SOA Research Institute's 2024 Retirement Risk Survey, including insights on inflation, retirement income, caregiving, AI, and more.
Listen now: https://bit.ly/4wLonF1.
#ActuarialScience #Retirement
Listen in on an exploration of key findings from the SOA Research Institute's 2024 Retirement Risk Survey, including insights on inflation, retirement income, caregiving, AI, and more.
Listen now: https://bit.ly/4wLonF1.
#ActuarialScience #Retirement
August 6, 2026 at 6:53 PM
What retirement risks are shaping the future? 🎙️
Listen in on an exploration of key findings from the SOA Research Institute's 2024 Retirement Risk Survey, including insights on inflation, retirement income, caregiving, AI, and more.
Listen now: https://bit.ly/4wLonF1.
#ActuarialScience #Retirement
Listen in on an exploration of key findings from the SOA Research Institute's 2024 Retirement Risk Survey, including insights on inflation, retirement income, caregiving, AI, and more.
Listen now: https://bit.ly/4wLonF1.
#ActuarialScience #Retirement
How is AI changing the actuarial profession?
The July 2026 Actuarial Intelligence Bulletin explores AI governance, model monitoring, actuarial judgment, and practical use cases from experts across the profession. 📖 Read it here: https://bit.ly/4jygLxX.
#ActuarialScience #AI
The July 2026 Actuarial Intelligence Bulletin explores AI governance, model monitoring, actuarial judgment, and practical use cases from experts across the profession. 📖 Read it here: https://bit.ly/4jygLxX.
#ActuarialScience #AI
August 4, 2026 at 5:57 PM
How is AI changing the actuarial profession?
The July 2026 Actuarial Intelligence Bulletin explores AI governance, model monitoring, actuarial judgment, and practical use cases from experts across the profession. 📖 Read it here: https://bit.ly/4jygLxX.
#ActuarialScience #AI
The July 2026 Actuarial Intelligence Bulletin explores AI governance, model monitoring, actuarial judgment, and practical use cases from experts across the profession. 📖 Read it here: https://bit.ly/4jygLxX.
#ActuarialScience #AI
What if the next big shift in #mortality isn't demographic, but medical? New #GLP1 therapies are challenging long-held assumptions about #obesity, longevity, and risk. The SOA Research Institute's new essay collection explores what that means for actuaries: https://bit.ly/4x0BEsS #ActuarialScience
July 24, 2026 at 7:23 PM
What if the next big shift in #mortality isn't demographic, but medical? New #GLP1 therapies are challenging long-held assumptions about #obesity, longevity, and risk. The SOA Research Institute's new essay collection explores what that means for actuaries: https://bit.ly/4x0BEsS #ActuarialScience
Could GLP-1 drugs reshape future mortality trends? New analysis in #TheActuary explores how these therapies may improve population mortality and what that could mean for insurers' long-term assumptions: https://bit.ly/4gtkOxJ. #GLP1 #ActuarialScience #RiskManagement
June 18, 2026 at 7:13 PM
Could GLP-1 drugs reshape future mortality trends? New analysis in #TheActuary explores how these therapies may improve population mortality and what that could mean for insurers' long-term assumptions: https://bit.ly/4gtkOxJ. #GLP1 #ActuarialScience #RiskManagement
Greetings,
I was thrilled to be part of the MT. KENYA ACTUARIAL PDC organized by ASSK at Meru University of Science and Technology! A fantastic platform for innovation in actuarial science. Congratulations to all participants and those advancing to the National Levels! #PDC2025 #ActuarialScience
I was thrilled to be part of the MT. KENYA ACTUARIAL PDC organized by ASSK at Meru University of Science and Technology! A fantastic platform for innovation in actuarial science. Congratulations to all participants and those advancing to the National Levels! #PDC2025 #ActuarialScience
March 30, 2025 at 6:02 AM
Greetings,
I was thrilled to be part of the MT. KENYA ACTUARIAL PDC organized by ASSK at Meru University of Science and Technology! A fantastic platform for innovation in actuarial science. Congratulations to all participants and those advancing to the National Levels! #PDC2025 #ActuarialScience
I was thrilled to be part of the MT. KENYA ACTUARIAL PDC organized by ASSK at Meru University of Science and Technology! A fantastic platform for innovation in actuarial science. Congratulations to all participants and those advancing to the National Levels! #PDC2025 #ActuarialScience
APPLY NOW for a CANSSI Distinguished Postdoctoral Fellowship!
#statistics #biostatistics #actuarialscience #datascience
✅ 2 years
✅ $70,000+/year
✅ Comprehensive statistics-focused research & training
Get the details:
canssi.ca/program/dist...
#statistics #biostatistics #actuarialscience #datascience
✅ 2 years
✅ $70,000+/year
✅ Comprehensive statistics-focused research & training
Get the details:
canssi.ca/program/dist...
December 10, 2024 at 1:23 PM
APPLY NOW for a CANSSI Distinguished Postdoctoral Fellowship!
#statistics #biostatistics #actuarialscience #datascience
✅ 2 years
✅ $70,000+/year
✅ Comprehensive statistics-focused research & training
Get the details:
canssi.ca/program/dist...
#statistics #biostatistics #actuarialscience #datascience
✅ 2 years
✅ $70,000+/year
✅ Comprehensive statistics-focused research & training
Get the details:
canssi.ca/program/dist...
What is Actuarial Science? Career, Courses, Salary, and Future Opportunities in 2026
Description of what actuarial science is, its importance, why choose it as a career, qualifications required, key courses, career opportunities, & salary.
#ActuarialScience
Read More edublog.cloud/actuarial-sc...
Description of what actuarial science is, its importance, why choose it as a career, qualifications required, key courses, career opportunities, & salary.
#ActuarialScience
Read More edublog.cloud/actuarial-sc...
Actuarial Science: 5 Big Reasons That Make It a Great Career
Description of what actuarial science is, its importance, why choose it as a career, qualifications required, key courses, career opportunities, & salary
edublog.cloud
March 15, 2026 at 3:27 PM
What is Actuarial Science? Career, Courses, Salary, and Future Opportunities in 2026
Description of what actuarial science is, its importance, why choose it as a career, qualifications required, key courses, career opportunities, & salary.
#ActuarialScience
Read More edublog.cloud/actuarial-sc...
Description of what actuarial science is, its importance, why choose it as a career, qualifications required, key courses, career opportunities, & salary.
#ActuarialScience
Read More edublog.cloud/actuarial-sc...
It’s not much different than the challenges of getting a VBC contract right, but it’s a completely different set of calculations and pricing.
#HealthActuary #ReinsurancePricing #ValueBasedCare #ActuarialScience #HealthcareFinance
#HealthActuary #ReinsurancePricing #ValueBasedCare #ActuarialScience #HealthcareFinance
March 4, 2026 at 1:00 PM
It’s not much different than the challenges of getting a VBC contract right, but it’s a completely different set of calculations and pricing.
#HealthActuary #ReinsurancePricing #ValueBasedCare #ActuarialScience #HealthcareFinance
#HealthActuary #ReinsurancePricing #ValueBasedCare #ActuarialScience #HealthcareFinance
It’s about building models and assumptions that are:
✔ Transparent
✔ Reproducible
✔ Defensible
✔ Aligned with real-world risk
#HealthcareAnalytics #ValueBasedCare #ActuarialScience #HealthTech #DataDrivenDecisions
✔ Transparent
✔ Reproducible
✔ Defensible
✔ Aligned with real-world risk
#HealthcareAnalytics #ValueBasedCare #ActuarialScience #HealthTech #DataDrivenDecisions
February 10, 2026 at 4:15 PM
It’s about building models and assumptions that are:
✔ Transparent
✔ Reproducible
✔ Defensible
✔ Aligned with real-world risk
#HealthcareAnalytics #ValueBasedCare #ActuarialScience #HealthTech #DataDrivenDecisions
✔ Transparent
✔ Reproducible
✔ Defensible
✔ Aligned with real-world risk
#HealthcareAnalytics #ValueBasedCare #ActuarialScience #HealthTech #DataDrivenDecisions
I’ll drop the CMS link: buff.ly/JVpplVV
#MedicareAdvantage #ValueBasedCare #HealthcareFinance #ActuarialScience #ProviderStrategy
#MedicareAdvantage #ValueBasedCare #HealthcareFinance #ActuarialScience #ProviderStrategy
2027 Medicare Advantage and Part D Advance Notice | CMS
2027 Medicare Advantage and Part D Advance NoticeToday, the Centers for Medicare & Medicaid Services (CMS) released the Calendar Year (CY) 2027 Advance Notice of Methodological Changes for Medicare…
www.cms.gov
February 4, 2026 at 1:00 PM
I’ll drop the CMS link: buff.ly/JVpplVV
#MedicareAdvantage #ValueBasedCare #HealthcareFinance #ActuarialScience #ProviderStrategy
#MedicareAdvantage #ValueBasedCare #HealthcareFinance #ActuarialScience #ProviderStrategy
not because it tells you what to do, but because it’s a rare, honest framing of the terrain we’re all operating in.
Highly recommend the read. buff.ly/J28eIB4
#HealthcareEconomics #ValueBasedCare #HealthPolicy #HealthcareFinance #ActuarialScience
Highly recommend the read. buff.ly/J28eIB4
#HealthcareEconomics #ValueBasedCare #HealthPolicy #HealthcareFinance #ActuarialScience
All of the main problems with US healthcare | Out-Of-Pocket
let's get all of our problems out on the table
www.outofpocket.health
January 14, 2026 at 1:01 PM
not because it tells you what to do, but because it’s a rare, honest framing of the terrain we’re all operating in.
Highly recommend the read. buff.ly/J28eIB4
#HealthcareEconomics #ValueBasedCare #HealthPolicy #HealthcareFinance #ActuarialScience
Highly recommend the read. buff.ly/J28eIB4
#HealthcareEconomics #ValueBasedCare #HealthPolicy #HealthcareFinance #ActuarialScience
#ValueBasedCare #HealthcareFinance #ActuarialScience #HealthEconomics #PopulationHealth #HealthcareAI #RiskManagement #ProviderOrganizations #VBCStrategy
buff.ly/j7xd0j3
buff.ly/j7xd0j3
Why health systems are turning to VBC consultants
As interest in value-based care (VBC) grows, more health systems are turning to consultants to help them transition from a traditional fee-for-service model to VBC. Here's what you need to know.
www.advisory.com
December 16, 2025 at 1:01 PM
Always fun when “nerding out on a paper” turns into product validation. 😄📈
If anyone wants the paper, happy to share.
#valuebasedcare #healthcareanalytics #actuarialscience #machinelearning #ensemblelearning #forecasting #healthtech
If anyone wants the paper, happy to share.
#valuebasedcare #healthcareanalytics #actuarialscience #machinelearning #ensemblelearning #forecasting #healthtech
December 10, 2025 at 1:01 PM
Always fun when “nerding out on a paper” turns into product validation. 😄📈
If anyone wants the paper, happy to share.
#valuebasedcare #healthcareanalytics #actuarialscience #machinelearning #ensemblelearning #forecasting #healthtech
If anyone wants the paper, happy to share.
#valuebasedcare #healthcareanalytics #actuarialscience #machinelearning #ensemblelearning #forecasting #healthtech
Appreciated the chance to dig into these topics. Looking forward to sharing the episode when it’s out.
#valuebasedcare #healthcareanalytics #actuarialscience #healthcareAI #populationhealth #ACOs #healthcareinnovation
#valuebasedcare #healthcareanalytics #actuarialscience #healthcareAI #populationhealth #ACOs #healthcareinnovation
December 9, 2025 at 4:00 PM
Appreciated the chance to dig into these topics. Looking forward to sharing the episode when it’s out.
#valuebasedcare #healthcareanalytics #actuarialscience #healthcareAI #populationhealth #ACOs #healthcareinnovation
#valuebasedcare #healthcareanalytics #actuarialscience #healthcareAI #populationhealth #ACOs #healthcareinnovation
The lesson? Don't stop at supervised learning. The future of healthcare ROI lies in deploying the right framework for the right problem, especially those that require transparent, pragmatic optimization over time.
#ReinforcementLearning #ValueBasedCare #HealthTech #ActuarialScience #MLbeyondLLMs
#ReinforcementLearning #ValueBasedCare #HealthTech #ActuarialScience #MLbeyondLLMs
November 11, 2025 at 1:00 PM
The lesson? Don't stop at supervised learning. The future of healthcare ROI lies in deploying the right framework for the right problem, especially those that require transparent, pragmatic optimization over time.
#ReinforcementLearning #ValueBasedCare #HealthTech #ActuarialScience #MLbeyondLLMs
#ReinforcementLearning #ValueBasedCare #HealthTech #ActuarialScience #MLbeyondLLMs