澳门六合彩开奖结果走势图

Winning Formula: Aggies Blend Baseball and Data Science

Wide-angle photo of a sold-out game at Oriole Park at Camden Yards. The view is from behind home plate, high up in the stands. The left and right field stands are seen.
Oriole Park at Camden Yards (Photo: Samantha Frank/漏2023 Baltimore Orioles)

This season, baseball fans can find three 澳门六合彩开奖结果走势图 alumni 鈥 Sig Mejdal, Daniel Descalso and Ross Fenstermaker 鈥 in key leadership positions within Major League Baseball.

The story of their finding a path into the big leagues starts in 2003 when Mejdal 鈥89 read an excerpt of the book Moneyball: The Art of Winning an Unfair Game and had a professional epiphany. 

The book, written by Michael Lewis, details how then-Oakland Athletics manager Billy Beane utilized underrecognized player stats and data to influence which players he wanted on the roster as affordably as possible. 

鈥淚 was just, like, 鈥楳y gosh, why didn鈥檛 I know of this? This is perfect for me. I need to hurry up and apply before others do.鈥欌赌 

Few major league front office staffers agreed.  

鈥淚 was applying to people who, to some degree, their job security depended on not hiring persons like myself,鈥 Mejdal said.  

He persevered and in 2005 was recruited by the St. Lous Cardinals as an analyst for the amateur draft, bringing players into the farm league and helping them develop into the majors. He utilized sabermetrics to take available collegiate and summer league stats of potential players and create algorithms projecting their performance. This data-driven approach, while also considering the difficulty of those player鈥檚 college programs, schedules and more, allowed Mejdal to make better informed decisions, or better bets.

A man in a white shirt sits on stage, holding a microphone and talking.
Sig Medjal 鈥89 (Photo: Peyton Stoike/漏2023 Baltimore Orioles)

Mejdal is now the assistant general manager of the Baltimore Orioles after stints with the Houston Astros and the St. Louis Cardinals, with both of those teams earning World Series championships during his tenure. Mejdal received a degree in engineering from 澳门六合彩开奖结果走势图 in 1989 and pursued a private sector career at Lockheed Martin and NASA 鈥 until Moneyball changed his course. 

Mejdal has experienced 鈥渢he paradigm shift鈥 of including analytics in baseball decision-making. When Mejdal describes himself as only the fourth analyst in baseball, the exclusivity was a double-edged sword. 鈥淭hat meant that 26 teams felt that the perfect number of analysts was zero.鈥 Today, he noted, the number of analysts in baseball is closer to 700. 

鈥淎nalytics is not only in demand in baseball, it鈥檚 the most in-demand field on this planet,鈥 Mejdal said. 鈥淚t鈥檚 clear that there are many sports teams who are really anchored to evidence-based decision-making.鈥

As a 澳门六合彩开奖结果走势图 undergraduate, Mejdal spent summer jobs at the casinos of Lake Tahoe, dealing blackjack. He described the experience as a real-life example of textbook lessons such as 鈥渉uman factors engineering.鈥

鈥淭o see firsthand, night after night, how our species struggles with decision-making in a highly variable, probabilistic environment where they have financial stakes in the matter,鈥 he explained, 鈥渢hat鈥檚 my job now.鈥

鈥淚ntellectually, we may understand the problem, but that's not always enough to overpower our intuition.鈥 Data analysis assists with 鈥渢rying to find a solution and [the] challenge of convincing humans to anchor themselves to a decision.鈥

Now he says finding a career in baseball is about a love for the game.

鈥淲e want persons where this is their dream job and it鈥檚 their passion,鈥 Mejdal explained. 鈥淚n my experience, those are the ones that are just the best: They鈥檙e the most innovative; they鈥檙e the most reliable; they鈥檙e the most careful.鈥

From player to coach

One of Mejdal鈥檚 draft picks for the Cardinals turned out to be a fellow Aggie, Daniel Descalso 鈥22. The Bay Area-raised infielder was part of 澳门六合彩开奖结果走势图鈥 inaugural Division I baseball team in 2004. Though Mejdal and his team took notice in the draft, according to Descalso, many did not.

鈥淚 was not very highly recruited out of high school,鈥 Descalso said. 鈥湴拿帕喜士苯峁呤仆 was the first place that offered me a scholarship.鈥

Daniel Descalso 鈥22 during his days as an Aggie baseball player. (Photo: Wayne Tilcock/澳门六合彩开奖结果走势图)
A man in a red cap and jacket smiles looks off camera, smiling. He is in a dugout with other people wearing red.
Descalso is a bench coach for the St. Louis Cardinals. (Photo: Courtesy St. Louis Cardinals)

Descalso was part of the championship St. Louis Cardinals team of the 2010-11 season. It was the beginning of a nine-year major league career with stints at the Cardinals, Colorado Rockies, Arizona Diamondbacks and Chicago Cubs before he retired in 2019. 

鈥淚 always thought that I would find myself doing something in baseball. I just didn鈥檛 know what exactly that would look like.鈥

澳门六合彩开奖结果走势图 helped Descalso begin the transition from home plate to the dugout by welcoming Descalso back to the classroom in 2022 to complete the handful of classes left toward his economics degree. With his family, including newborn children, a one-hour drive away in Danville, Descalso began commuting between the Bay Area and Davis. No longer a student-athlete, Descalso was now 鈥減utting the kids to bed and then go study or finish up a couple assignments.鈥

 

Career Curveball

鈥淚 had classes with some of the baseball players,鈥 Descalso said. 鈥淪ome people wondered if I was going to the right spot, asking if I was supposed to go to the grad school building. 鈥楴o, I'm just here finishing.鈥欌赌

He also returned to the Davis baseball program, this time as an undergraduate volunteer assistant, his first foray into coaching. After graduating, Descalso briefly worked with the Arizona Diamondbacks before returning to the dugout in his current position as a bench coach for the St. Louis Cardinals. His responsibilities include managing the run game, using hand signs to communicate with his catcher about infield play decisions. He also builds the spring training schedule, organizing the team and smaller group exercises. 

But his new degree has led to unique inroads with other departments. After learning how to code 鈥渕ultivariable algorithms鈥 in an analysis of economic data course at 澳门六合彩开奖结果走势图, Descalso was able to reach across the aisle from the dugout to the front-office analysts. 

鈥淪ome of the analysts were working on something, and I recognized the program. They kind of looked at me, like, 鈥楬ow do you know about that?鈥欌赌 Descalso said, noting most teams now have analysts writing code to understand player performance. 鈥淛ust understanding what goes into those models helped me to be able to have conversations with those people that don鈥檛 necessarily have a playing background but are a vital part of our organization.鈥

This awareness, according to Mejdal, speaks of the ongoing 鈥渞ace to search for innovation鈥 within the field of data analytics. 

鈥淚t鈥檚 the skill of combining information from disparate sources,鈥 Mejdal said. 鈥淭hat鈥檚 been a dramatic shift in in baseball.鈥

A focus on baseball

Ross Fenstermaker 鈥08 knows this shift well. He started his career in baseball in the early 2010s amidst a noisier communications landscape driven by social media and online video. A native of Granite Bay, California, Ross was a left-handed pitcher at Granite Bay High School and 澳门六合彩开奖结果走势图, where he majored in economics.

Ross Fenstermaker 鈥08 (Photo: Bailey Orr/Texas Rangers)

鈥淏eing a student-athlete and the challenges that come with trying to balance or being an athlete and a student, you know, it鈥檚 a lot on the plate,鈥 he said. 鈥淚 think it shows you what you can and can鈥檛 take care of and how you can be resilient and find ways to get the job done.鈥 

Fenstermaker played with Descalso on that inaugural Division I Davis baseball team. He roomed with Descalso their freshman years, and every year in college thereafter. They remain close friends, with Descalso serving as the best man at Fenstermaker鈥檚 wedding. 

Fenstermaker is now in his 14th season with the Texas Rangers. He was promoted to vice president and assistant general manager for Player Development and International Operations in 2021. He oversees the player development/minor league operations departments along with the team鈥檚 international amateur scouting efforts. 

Calculating risks was also a key part of Fenstermaker鈥檚 undergraduate experience. As Mejdal spent his summers dealing blackjack in-person at casinos, Fenstermaker was a prop online poker player, earning extra money as a student. 

鈥淚 played about 2,000 hands of poker a week all through college and was relatively successful in doing so,鈥 Fenstermaker said. 鈥淭hat was the foundation of thinking about probabilities, outcomes and associated risks.鈥

Though Fenstermaker didn鈥檛 make it to the majors as a player, he did earn his own championship ring as a member of the Rangers鈥 championship 2023 season. 

Fenstermaker entered a world where analysts were part of baseball teams鈥 staff. He took multiple roles within the Rangers organization, ignoring recruitment opportunities in other industries like hedge fund management. 

鈥淚 ultimately said, 鈥楴o, I鈥檓 going to stick it through and I'm going to make $50,000 for a couple more years and see if I can鈥檛 figure out this baseball thing.鈥 And I鈥檓 glad that I stuck it out and it worked out in the end,鈥 Fenstermaker explained, noting the risks he was personally willing to take to find a career driven by such gambles. 鈥淚t鈥檚 led me to be more objective in terms of how to build the roster while also understanding team dynamics, chemistry, how it all builds a championship caliber roster.鈥

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