Ben Lindbergh and Meg Rowley banter about a surprising amount of Mo Vaughn content, a rash of spring injuries (including Gerrit Cole‘s Tommy John surgery and other Yankees ailments), the latest A’s and Rays woes, and more. Then they preview the 2025 Los Angeles Dodgers (26:11) with The Athletic’s Fabian Ardaya, and the 2025 Colorado Rockies (1:34:00) with The Rockies Insider’s Patrick Lyons.

Audio intro: Luke Lillard, “Effectively Wild Theme”
Audio interstitial 1: El Warren, “Effectively Wild Theme”
Audio interstitial 2: Liz Panella, “Effectively Wild Theme”
Audio outro: Jonathan Crymes 2, “Effectively Wild Theme”

Link to Vaughn story 1
Link to Vaughn story 2
Link to Enhanced Games wiki
Link to Hang Up episode
Link to FG post on Cole
Link to Ben on spring injuries
Link to Rays report
Link to A’s report
Link to A’s report 2
Link to A’s feature
Link to Russell on rep. level
Link to offseason spending
Link to FG payrolls page
Link to Dodgers depth chart
Link to Dodgers offseason tracker
Link to Sasaki signing info
Link to “Lettuce” digital short
Link to EW TJ research
Link to “Are We the Baddies?”
Link to cherry blossoms info
Link to prank war article
Link to prank war video
Link to Fabian’s author archive
Link to Rockies depth chart
Link to Rockies offseason tracker
Link to Rock Talk 1
Link to Rock Talk 2
Link to Colorado pronunciation
Link to hangover effect info
Link to Freeland on EW
Link to Ben on Freeland in 2018
Link to Sheehan on Bud Black
Link to Monfort prediction
Link to Patrick’s work
Link to Patrick’s podcast
Link to trademark article 1
Link to trademark article 2
Link to trademark article 3
Link to trademark renewal
Link to EW gift subscriptions

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In this time of interchangeable elbow ligaments, we’ve mostly become inured to the effects of routine Tommy John surgery. Pitcher blows out, pitcher gets stitched together like a beloved sock monkey, pitcher returns in 12 to 18 months.

If that were always the case, Tommy John would be little more than an annoyance. But it’s not always that simple. Sometimes, the pitcher wears out before his UCL undergoes rapid unscheduled disassembly. Sometimes there are half-measures — rest, PRP injections, what have you — that end up having no effect other than prolonging the agony. Then there’s the timing of the injury and surgery; go under the knife in September, and you might not even miss a full season. Show up to camp with a threadbare elbow in February, blow out in late March, and you might miss two. Read the rest of this entry »

They’ve changed the rules to make it easier to steal bases. That’s not my conjecture. That’s just the truth. By limiting the number of pickoffs and setting a timer that baserunners can use to establish a rhythm, the game has changed completely. Obviously, it has. You knew this. There were 158 baserunners who tried to steal 10 or more times last season, up from 115 in the final year before the rule changes. Most of them were incredibly successful, too: Those 158 stole at an aggregate 80.4% clip.

That’s not all that interesting, to be honest. You knew it already. But what you might not know? Three baserunners apparently didn’t get the memo. Ryan McMahon, Nicky Lopez, and Vidal Bruján all attempted double digit steals and got thrown out more than half the time. I had to know more, so I tried to see what had gone wrong for these three would-be thieves. Read the rest of this entry »

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2025 Hall of Fame ballot. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule, see here. All WAR figures refer to the Baseball Reference version unless otherwise indicated.

He won’t end up in Cooperstown like Larry Walker and Todd Helton, and he was never the face of the franchise the way Troy Tulowitzki was, but Carlos González is the only player to appear in three separate postseasons for the Rockies, a bridge between high points of the Helton/Tulowitzki era to those of the Nolan Arenado one. González solidified his spot in the majors with the 2009 Rockies, who overcame a slow start to claim a Wild Card berth, and was still playing regularly (albeit much less effectively) on their ’17 and ’18 Wild Card qualifiers. In between those October appearances, the sweet-swinging CarGo made three All-Star teams, took home three Gold Gloves, and won a very Coors Field-flavored batting title that propelled him to third place in the 2010 NL MVP race. Alas, as with so many other Rockies stars, he also battled numerous injuries, topping 140 games just three times in his 12 seasons.

Carlos Eduardo González was born on October 17, 1985 in Maracaibo, Venezuela, to parents Euro (an auto mechanic), and Lucila (an employee in the insurance industry). Euro had only a passing interest in baseball, but his oldest son, Euro Jr., dominated street games in their Maracaibo neighborhood. Euro Jr. didn’t start playing organized baseball until he was 12, so he never had the opportunity to capitalize on his raw talent, but he took great interest in the affinity that Carlos, his younger brother by seven years, had for the game. When Carlos was five, Euro Jr. helped find him a Little League team, his entry into Venezuela’s vast state-run youth baseball structure. Euro Jr. worked to help his younger brother buy a glove and baseball shoes.

As a child, Carlos often snuck into the kitchens and closets of relatives and hijacked their broom handles. “I would find the broom and unscrew it so I had a bat to hit stuff with,” he told the Denver Post’s Troy Renck in 2013. His toys became projectiles. “I never liked playing with them. I would toss them up in the air and hit them all the time,” as he told Renck. Read the rest of this entry »

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2025 Hall of Fame ballot. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule, see here. All WAR figures refer to the Baseball Reference version unless otherwise indicated.

With his combination of a powerful bat, good range, sure hands, the occasional spectacular leap, and a strong and accurate arm, Troy Tulowitzki had the primary attributes of a Hall of Fame shortstop, like Nomar Garciaparra before him. He debuted in the majors just 15 months after being chosen with the seventh pick of the 2005 draft, and helped the Rockies reach the World Series for the first time following a stellar rookie season. By the time he finished his age-30 season, he’d made five All-Star teams, won two Gold Gloves, and signed the eighth-largest contract in baseball to that point. The face of the Rockies’ franchise appeared well on his way to Cooperstown, but like Garciaparra — whose number he wore as an amateur — Tulowitzki battled a seemingly endless series of injuries until he could take it no more. He never topped his rookie total of 155 games, played in just 71 from his age-32 season onward, and retired at 34, leaving us to wonder what might have been. Read the rest of this entry »

Below is an analysis of the prospects in the farm system of the Colorado Rockies. Scouting reports were compiled with information provided by industry sources as well as my own observations. This is the fifth year we’re delineating between two anticipated relief roles, the abbreviations for which you’ll see in the “position” column below: MIRP for multi-inning relief pitchers, and SIRP for single-inning relief pitchers. The ETAs listed generally correspond to the year a player has to be added to the 40-man roster to avoid being made eligible for the Rule 5 draft. Manual adjustments are made where they seem appropriate, but we use that as a rule of thumb.

A quick overview of what FV (Future Value) means can be found here. A much deeper overview can be found here.

All of the ranked prospects below also appear on The Board, a resource the site offers featuring sortable scouting information for every organization. It has more details (and updated TrackMan data from various sources) than this article and integrates every team’s list so readers can compare prospects across farm systems. It can be found here. Read the rest of this entry »

For the 21st consecutive season, the ZiPS projection system is unleashing a full set of prognostications. For more information on the ZiPS projections, please consult this year’s introduction and MLB’s glossary entry. The team order is selected by lot, and the next team up is the Colorado Rockies.

Batters

Are the Rockies a good team? No, they are not. Are the Rockies even a middling team? Again, no. But things may slowly be getting better. Colorado will still have a lousy offense in 2025, but you can at least see the light at the end of a (very) long tunnel, most obviously when looking at the lineup. No one would confuse the Rockies with the Rays in terms of the cleverness with which they construct their roster, but the utter disaster that is the Kris Bryant signing does appear to have to had some kind of effect on their organizational decision-making. Since the start of 2023, they’ve done some very un-Rockies things. Jumping on the opportunity to snatch up an upside play like Nolan Jones isn’t something this team would have done in the late 2010s. The old Rockies would have found a way to play a mediocre veteran over Ezequiel Tovar, and there’s no way Brenton Doyle would have been given anywhere near enough rope to stick around for a possible breakout. Can you imagine past Rockies teams being patient with fringy prospects like Michael Toglia, giving an opportunity to a veteran journeyman like Jake Cave, or releasing Elias Díaz, a veteran catcher who made the All-Star Game the year prior, to find playing time for a prospect? Now, it hasn’t all worked out, but it at least represents some movement away from the strategies that slammed the competitive window of the last good Rockies team closed. You can’t get out of a hole until you stop digging. Read the rest of this entry »

Lead Analyst – Data Science

Location: Denver, CO
Status: Full-Time

ABOUT US:
The Colorado Rockies are a professional Major League Baseball team based in Denver, Colorado. The mission of the Colorado Rockies Baseball Club is to embody the principles and practices of a championship organization in both the sport and business of baseball. In the rich tradition that has made baseball America’s national pastime, we are committed to conducting our business with integrity, service, quality, and trust. We are committed to leveraging data and cutting-edge analytics to drive team success and enhance player performance. Our research and technology team is dedicated to using advanced statistical methods and machine learning to gain actionable insights that support strategic decision-making across all aspects of the team. We seek a talented Data Scientist to join our team and contribute to our mission of excellence.

POSITION SUMMARY:
We seek a highly skilled and experienced Lead Analyst to join our Colorado Rockies Baseball Club team. Enjoy tackling challenging problems, using interesting data, collaborating with smart people, and directly impacting what happens on the baseball field and in our business. This may be the opportunity for you! People in this role will use statistical and machine-learning techniques to understand and quantify the game of baseball better. Analysts must also be able to communicate clearly with members of departments across baseball operations, including technical and non-technical audiences. You will work alongside the rest of the R&D, data engineering, and IT groups, interacting with coaches, scouts, and executives from across the organization. This position offers an exciting opportunity to work in a fast-paced sports environment and contribute to the success of our organization.

ESSENTIAL DUTIES & RESPONSIBILITIES:

• Data Analysis: Design, build, test, and deploy statistical and machine learning models to support all facets of baseball operations, including scouting, player development, and the major league team. Analyze large and complex data on player performance, game statistics, and team metrics. Utilize statistical methods and machine learning techniques to uncover trends and patterns.
• Model Development: Develop and refine predictive models to forecast player performance, game outcomes, and other key metrics. Continuously improve models based on new data and feedback.
• Insight Generation: Translate data analysis into actionable insights and recommendations for coaching staff, management, and other stakeholders. Create detailed reports and visualizations to communicate findings effectively.
• Tool Development: Design and implement data tools and dashboards to support real-time decision-making and performance tracking. Ensure tools are user-friendly and meet the needs of various stakeholders. Use data to visualize model outputs and important baseball concepts. Designed and built informative data visualizations for automated reports or internal web applications.
• Research: Stay current with advancements in data science, machine learning, and sports analytics. Apply innovative techniques and methodologies to enhance the team’s analytical capabilities. Research specific areas of the game using statistical modeling. Build and maintain these models and take ownership of their results.
• Collaboration: Develop a deep understanding of the existing body of the R&D team’s research, code base, and database. Take on some responsibility for improving and maintaining existing projects. Perform ad hoc analyses on questions that come to Baseball R&D from across the organization.
• Data Management: Ensure accurate and efficient data collection, storage, and management. Maintain data integrity and address any data quality issues.
• Presentation: Prepare and deliver presentations to summarize findings and recommendations. Tailor presentations to different audiences, including technical and non-technical stakeholders.

JOB REQUIREMENTS:

• Education: Master’s degree in Data Science, Statistics, Mathematics, Computer Science, or a related field. Certification programs are not considered equivalent.
• Experience: 5+ years of experience in data science, statistical analysis, or a related role, preferably within a sports or performance environment.
• Technical Skills:
  • Proficiency in programming languages such as Python or R for data analysis and modeling.
  • Experience with data analysis tools and libraries (e.g., pandas, NumPy, scikit-learn, TensorFlow).
  • Programming skills in a language such as R or Python to work efficiently at scale with large data sets.
  • Strong knowledge of statistical methods and machine learning algorithms.
  • Familiarity with data visualization tools (e.g., Tableau, Power BI).
  • Demonstrated research experience in a sports context (baseball is a plus).
  • Experience with a database language such as SQL.
  • Experience working with spatiotemporal data.
  • Experience working with high-dimensional time series data.
  • Experience with deep learning frameworks such as TensorFlow or Torch.
  • Experience with Bayesian statistics and languages such as Stan.
  • Enthusiasm for learning new skills related to programming, statistical modeling, and data visualization.
  • Experience with Generative AI techniques such as GANs, VAEs, or other generative models is preferred.

• Soft Skills:
  • Excellent analytical and problem-solving abilities.
  • Strong communication skills, with the ability to present complex data and insights clearly to various stakeholders.
  • Ability to work collaboratively with a team.
  • Comfortable working in a fast-paced sports environment and willing to adapt to changing priorities.
  • Ability to manage multiple projects with competing deadlines in a busy environment.

WORKING CONDITIONS/WORK SCHEDULE:

• Work Environment: The position is primarily office-based at Coors Field.
• Work Hours: Standard full-time hours with the potential for extended hours during key periods, such as during the season or critical project deadlines.
• Travel: Minimal travel is required, though occasional travel to team facilities or events may be necessary.
• Team Dynamics: Collaborative environment involving regular interactions with coaching staff, analysts, and front office personnel.
• Physical Job Requirements:
  • Sitting/Desk Work: Most work involves sitting at a desk and working on a computer. Prolonged periods of sitting and working with data are typical.
  • Typing and Hand Dexterity: Frequent typing and use of a mouse or other input devices are necessary. Good hand-eye coordination and fine motor skills are essential.
  • Visual Acuity: This requires the ability to review and interpret detailed data and visualizations, which necessitates good visual acuity and the ability to work with screens for extended periods.
  • Communication: Regular communication via email, video calls, and in-person meetings. Clear verbal and written communication skills are essential.
  • Stress Management: Ability to manage tight deadlines and multiple priorities while maintaining focus and accuracy. Capability to handle pressure during critical analysis periods or high-stakes projects.

COMPENSATION AND BENEFITS:

• Annual salary range of $125,000 – $145,000. This is a regular status, full-time position.
• As a candidate for this position, your salary and related elements of compensation will be contingent upon your work experience, education, job-related skills, and any other factors the Colorado Rockies consider relevant to the hiring decision for this position.
• In addition to the base salary, the Club believes in providing a very competitive and generous compensation and benefits package for its employees. Benefits include, but are not limited to, Medical, Dental, Vision, 401(k) with employer match, generous vacation and holiday program, employee parking, employer provided game tickets to home games, onsite fitness classes and experiences, employee discounts on merchandise, and so much more! All benefits are subject to eligibility requirements and the terms of official plan documents which may be modified or amended at any given time.

APPLICATION PROCESS:

• Applications will be reviewed on a rolling basis but must be received by November 18^th, 2024.
• The estimated time to complete the recruitment process will be by December 20^th, 2023. Please note this is just an estimate, and the application process and recruiting process may extend or close at any time.
• A note for Colorado Rockies employees:
• Please apply via the internal job board in UKG by following these prompts: MENU > MYSELF > VIEW OPPORTUNITIES > select the position > CONSENT > APPLY NOW
• If you cannot access UKG, please list your most recent Manager as an Employee Reference on your application. 

EQUAL OPPORTUNITY EMPLOYER:
Rockies baseball is for everyone! We pride ourselves on hiring, developing, and promoting talent as an Equal Employment Opportunity Employer. All qualified applicants and employees will receive consideration for employment or promotion without regard to race (including, but not limited to, traits historically associated with race, such as hair texture and length and/or protective hairstyles), color, national origin, gender identity, gender expression, sexual orientation, familial status, marital status, ancestry, age (40+), creed, religion, disability, veteran status, pregnancy/childbirth and related conditions, or any other category or activity protected by law. In addition, we will endeavor to provide reasonable accommodation to otherwise qualified job applicants and employees with known physical or mental disabilities in compliance with the ADA. All employment and promotion decisions will be decided on the basis of qualifications, merit, and business needs.

To Apply:
To apply, please follow this link

The content in this posting was created and provided solely by the Colorado Rockies.

We’ve reached the point in the Arizona Fall League calendar when the weather has officially shifted toward autumn, which makes being at the ballpark during the day about as close to heaven as one can get. The return of great weather also means the return of the Valley’s snowbirds, the (usually retired) folks who only live here during the pleasant time of year. The highways are suddenly very full again, and I’ve become a crabby baby about driving all the way to the West Valley for day games that then force me to drive home in rush hour traffic made more harrowing by the uptick in people. Opportunities to double up at East Valley stadiums are now golden, and I’ll be at Salt River and then Mesa each of the next couple of days.

We’re now deep enough into the AFL schedule that I’m starting to shift my in-person scouting focus toward hitters, especially when pitchers I’ve already seen a couple of times are in the game. It means spending more time down the baselines rather than behind home plate and (probably) more hitter-focused pieces like this for the next couple of weeks. But for now… Read the rest of this entry »

While Shohei Ohtani hasn’t pitched this year after undergoing UCL reconstruction surgery last fall, he has found another area of the game in which he could excel while terrorizing opposing pitchers. The 30-year-old superstar blew past his previous career high in stolen bases in late July, and on Friday night against the Rays he swiped his 40th bag of the year. Five innings later, he collected his 40th home run to join the 40-40 club in spectacular style, when he clobbered a first-pitch, walk-off grand slam. Unfortunately, Ronald Acuña Jr.’s torn ACL deprived him of a chance to follow up last year’s unprecedented combination of 41 homers and 73 steals, but it’s not out of the question we could have another 40-40 player this season, namely José Ramírez, and at least a couple more 30-30 ones.

I’ll get to those, but first, it’s Sho time. Prior to this year, Ohtani had reached 40 homers twice (46 in 2021 and a league-leading 44 last year) but had stolen just 20 bases or more twice (26 in 2021 and 20 last year). Unburdened by the demands of pitching this year, and playing for a new team with much higher aspirations than the Angels, he’s been able to withstand more wear and tear on his legs, has had more time to study opposing pitchers, and has come to appreciate the extra dimension he can add to his new team.

“I think he has bought into stealing bases, understands the value of the stolen base, getting 90 feet,” manager Dave Roberts told The Athletic earlier this month. “He’s in a pennant race now. And I don’t think he’s been in a pennant race in his big-league career. So his enhanced focus is not a surprise to me.” Read the rest of this entry »