1. Advanced Excel (power query & pivot) & macros; 2. Data visualization (Tableau, Power BI & python w/ seaborn & matplotlib); 3. Data mining/RapidMiner, machine learning & data science…

The Future of SCM: Predictive Analytics ranked #2! https://lnkd.in/gthyAWf3. This class will now be required of every WMU supply chain major: CIS 2640 - Applied Analytics Foundations...This course is designed to train undergraduate students with skills to apply scientific and analytical methods to plan for analytics projects, design data collection methods, clean and analyze data, and report findings. The students will also be trained to interpret the findings from data analysis...

My latest reading obsession is reading high quality blogs (not too short, not too long) on medium.com. It’s a great source of articles from a huge variety of writers (some very famous) from all over the world (tons of business stuff, which I was not expecting).

People that read a lot make way more money (2.3 times more?!). My latest reading obsession is reading high quality blogs (not too short, not too long) on medium.com. It’s a great source of articles from a huge variety of writers (some very famous) from all over the world (tons of business stuff, which I was not expecting). For me, it’s like a “Youtube” or “podcasts” of writing/reading. The website even reads...

Producer-level inflation showed an 11.3% annual rate, 7th straight month of double-digit gains. Has Strategic Cost Management (i.e., Price Analysis) become a lost art?

Ugghh. Supply chain issues worsening, report says, pushing inflation higher & Consumers report 41% of purchases hindered by supply issues. https://lnkd.in/gengwwq4. WSJ: U.S. suppliers’ price increases picked up (11.3%!) in June & remained near historic highs. Producer-level inflation showed an 11.3% annual rate, 7th straight month of double-digit gains. Has Strategic Cost Management (i.e., Price Analysis) become a lost art? https://lnkd.in/g3gHqpaW As a buyer, you have every legal right to say you...

More salary data…CIPS Procurement Salary Guide 2022 reveals a 7.4% avg salary increase & the avg salary for all procurement & SCM pros in North America was $111,278.

More salary data…CIPS Procurement Salary Guide 2022 reveals a 7.4% avg salary increase & the avg salary for all procurement & SCM pros in North America was $111,278. Too see PDF copy: https://www.linkedin.com/posts/sime-curkovic-61617a115_people-want-more-money-rewarding-work-activity-6954877581921832962-Rddx?utm_source=linkedin_share&utm_medium=member_desktop_web Big surprise: People want more money & rewarding work (not paperwork). https://lnkd.in/g7BwX84c. Salaries per DC Velocity: 2022 https://lnkd.in/gESQFNZa vs 2021 https://lnkd.in/gW-U-KHK vs 2020 https://lnkd.in/gJquYyT4 Salaries per ASCM $: 2022 https://lnkd.in/gtYC5Cnw vs 2021 https://lnkd.in/gpMvehY5 vs 2020 https://lnkd.in/gcsrX6tr "The demand for logistics talent has never been greater. The low unemployment...

“There isn’t enough young people working in supply chain”…

“There isn’t enough young people working in supply chain”...https://lnkd.in/gMqxdxfr Note, there are not enough young people in general. Last year, deaths exceeded births in 1/2 of US states. Michigan’s young population has shrunk the MOST at -14%. Birth rates have plunged in states where the 0-25 population is shrinking. What does the decline of young people mean to US industries?...https://lnkd.in/geyWT2iH From Sime: Econ 101 says you cannot raise the standard of living unless...

42 pages of salary data, the trend is good. On avg, SCM & logistics pros are making $126,215 in 2022, an increase from $112,779 in 2021, on par w/ 2020’s avg of $126,475. The median salary in 2022 is now $108,000.

42 pages of salary data, the trend is good. On avg, SCM & logistics pros are making $126,215 in 2022, an increase from $112,779 in 2021, on par w/ 2020's avg of $126,475. The median salary in 2022 is now $108,000. Another common theme: People want more money & rewarding work (not paperwork). https://lnkd.in/g7BwX84c. https://www.logisticsmgmt.com/article/38th_annual_salary_survey_salaries_begin_to_rebound#:~:text=Salaries%20are%20up%20across%20the,in%202022%20is%20now%20%24108%2C000. For PDF copy, see: https://www.linkedin.com/posts/sime-curkovic-61617a115_common-theme-people-want-more-money-rewarding-activity-6955128703878144000-qvbs?utm_source=linkedin_share&utm_medium=member_desktop_web Salaries per DC Velocity: 2022 https://lnkd.in/gESQFNZa vs 2021 https://lnkd.in/gW-U-KHK vs 2020 https://lnkd.in/gJquYyT4 Salaries per ASCM $: 2022 https://lnkd.in/gtYC5Cnw vs...

Recession ahead? One contrarian doesn’t think so…

I had business cable news on in the background all morning…Recession, recession, recession. Then I read this from someone that looks at lots of real data (if this is a recession, bring it on): https://lnkd.in/gjmdcvpq. MSU Professor Jason Miller mentioned he did not have much regard for the University of Michigan’s Consumer Sentiment Index, for a variety of reasons. He believes that this index is an unreliable economic indicator for a number...

Has Strategic Cost Mgmt (i.e., Price Analysis) become a lost art? Will you be ready when your supplier asks for a price increase?

WSJ: U.S. suppliers’ price increases picked up (11.3%!) in June & remained near historic highs. https://lnkd.in/g_pFJ_QH. Has Strategic Cost Mgmt (i.e., Price Analysis) become a lost art? Will you be ready when your supplier asks for a price increase? I have asked a lot of SCM managers how they “prepare” to negotiate price increase requests from their suppliers. In particular, I was curious about how and where they get their data...

Students who choose to specialize in their education are having better experiences than those who stay generalist.

Students who choose to specialize in their education are having better experiences than those who stay generalist. They also found that professors have the most influence on major. Students in specialized majors reported more professional opportunities, higher quality courses, higher quality students and instructors, stronger culture, and more enthusiasm toward their training. The only advantages perceived in taking the generalist path were more flexibility and ease. Also, college educators have more...

Gartner SCM rankings: “The top 10-15 supply chain programs are crowded & expensive. Consider others, even beyond the Top 25.”

The most important part of the report: "The top 10-15 supply chain programs are crowded and expensive. Consider others, even beyond the Top 25." From me: if you are a student majoring in SCM, but your school is not on this list, do not worry about it! I am 99.9% certain that you are still getting a world class education that is extremely comparable to the schools on this list. In...