Position: Baseball Systems Developer

Description:
The Minnesota Twins are seeking a Full Stack Software Developer to join the Baseball Research and Development group. This position offers wide-ranging exposure to current programming methods and frameworks in a fast-paced agile environment. With creativity and passion, this candidate will collaborate with the Baseball Operations staff to develop, deliver, and maintain data driven solutions for player evaluation, player development, and leading-edge baseball research. This position requires strong full stack web development skills and experience as well as a demonstrated ability for independent curiosity and a commitment to excellence while working within a team framework. Strong communication and interpersonal skills will enable the candidate to enjoy direct relationships with product users.

Essential Functions:

• Work closely with all groups within the Baseball Department including Baseball Operations, Scouting, Coaching, and Player Development to develop, maintain, and expand strategic web and mobile baseball applications.
• Design and develop web services and APIs to be consumed by web and mobile applications.
• Create easy to understand interfaces and reports with data visualizations that showcase data and analysis in a creative and effective way for a variety of different users and use cases.
• Use an agile software development approach for quick roll-outs combined with incremental improvement process to existing systems and environments.
• Work closely with Infrastructure team to ensure secure, scalable, and high-performing applications.
• Provide courteous and timely first-level contact and problem resolution for all Baseball Department users with application issues.

Technical Qualifications:

• Bachelor’s Degree in Computer Science, Computer Engineering, or a related field or equivalent work experience.
• Software development experience, including requirements definition, design, development, testing, implementation, and iterative improvement.
• Full stack experience with Angular, JavaScript/TypeScript, HTML, CSS, .NET, ASP.NET, Entity Framework, C#, and API design patterns preferred.
• Experience with SQL, relational databases, and database design.
• Familiarity with data visualization and graphical packages such as Tableau, Power BI, D3.js, or ggplot is a plus.
• Mobile development experience a plus.
• Strong work ethic, initiative, and problem-solving skills.
• Interest in optimizing user experience through effective UI/UX design.
• Understand software development best practices and long-term maintainability of code.
• Strong curiosity and interest in researching and learning new technologies as needed.

Requirements:

• 2-5+ years of relevant work experience.
• Knowledge of baseball player evaluation techniques and concepts.
• Ability to relocate to the Twins Cities area.

To Apply:
To apply visit www.twinsbaseball.com/jobopportunities and look for the Baseball Systems Developer position.

When the Angels selected Luke Bard in December’s Rule 5 draft, they acquired a pitcher who is stylistically different than the right-hander Minnesota took in the first round of the 2012 amateur draft. The younger brother of former Red Sox flamethrower Daniel Bard is no longer looking to induce ground balls. He’s looking to blow away hitters with belt-high heaters.

He did plenty of that last year between Double-A Chattanooga and Triple-A Rochester. Armed with his new data-driven attack plan, Bard augmented his 2.76 ERA with 99 punch outs in 65.1 innings of relief work. His 13.6 K/9 far exceeded his previous personal best, which was a pedestrian 8.1 against Low-A hitters in 2015.

What prompted the change from sinkerballer to power pitcher? The 27-year-old Georgia Tech product learned that he has elite spin rate. As a result, his two-seamer is now in his back pocket and his modus operandi is four-seam explosion.

Whether or not he remains an Angel, or ends up being offered back to the Twins, remains to be seen. Either way, Bard has evolved, and he has Statcast to thank.

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Luke Bard: “I was a sinkerball pitcher all through college and for my first several years of pro ball, and I got a lot of ground balls, but I never got the swings and misses. I would see guys who didn’t throw as hard as me and go, ‘How are they getting swings and misses on their fastball?’ Then I started learning about spin rate and realized I was throwing high-spin sinkers. Read the rest of this entry »

Logan Morrison is signing with the Twins. It’s a one-year guarantee, worth $6.5 million, but there’s also an $8-million vesting option for 2019. Morrison turns 31 years old in August. It’s only natural to compare him to Yonder Alonso. Alonso turns 31 years old in April. He signed a couple months ago with the Indians, for a two-year guarantee, worth $16 million. There’s also a $9-million vesting option for 2020. Within the same market, Alonso did a little better than Morrison did. Maybe that’s not surprising — they’re different players! But then, are they, really?

Read the rest of this entry »

Last March, I approached Jake Odorizzi in the Tampa Bay Rays’ spring-training clubhouse to learn more about the cult of the high fastball he was leading among the club’s pitchers.

The Rays led baseball in 2016 by the volume of four-seamers thrown up in the zone. The reason: to negate the effect of swing planes more and more designed to damage pitches lower in the zone. The Rays were again one of the dominant high-fastball teams last season, ranking second in the sport by volume and percentage of fastballs located in the upper third and above the zone according to Statcast data via Baseball Savant. (They ranked 14th in spin rate.)

Read the rest of this entry »

Earlier this month, Craig Edwards contended in a post at this site that the Twins really needed starting pitching. Actually, “really, really” was the precise verbiage he used. That’s two reallys. The addition of some rotation depth was an urgent matter for the Twins’ success, Edwards claimed.

The timing of his post helps to explain the urgency. Just the day before, reports indicated that Ervin Santana would miss roughly the first month of the season. Santana was an important part of a Twins club that unexpectedly qualified for a Wild Card game last season. For a team that entered the offseason with something less than a full complement of major-league starters — and which had little margin for error in a division also featuring the Cleveland Indians — the loss of the staff’s nominal ace for any amount of time would be damning.

Last night, the Twins went some way to addressing their lack of rotation depth. Marc Topkin gets right to the heart of the matter in this post on social-media platform Twitter dot com:

By the version of WAR calculated with FIP, Odorizzi produced just one-tenth of win last year in 143.1 innings. He didn’t fair much better by the run-allowed version of that metric (1.1 RA9-WAR). He had also just won his arbitration case against the Rays, entitling him to $6.3 million in 2018. For a Tampa Bay club that appears to have no interest in adding — and, in fact, appears intent on subtracting — payroll.

Read the rest of this entry »

Every now and again I’ll forgo my usual spot in the Fenway Park press box and watch a game in the stands, an overpriced adult beverage in hand. Such was the case last September when the visiting Blue Jays made a pitching change and the friend I was with asked what I knew about the left-hander jogging in from the bullpen. My response was something along the lines of, “Not a whole heckuva lot, but maybe I’ll talk to him tomorrow and see what I can learn.”

That’s exactly what I did. I approached Tim Mayza the following day, and as he’d thrown almost exclusively sliders, I began our conversation by inquiring as to why.

“It’s is my out-pitch,” explained Mayza, who’d come into the previous night’s game with 13-and-a-third big-league innings under his belt. “I’ll throw it at any time, in any count, and I faced two lefties. With deception and the different shapes of the slider, it tends to be more effective than a fastball, per se, left on left.” Read the rest of this entry »

The Twins need starting pitching. You know that. I know that. The Twins know that. It’s the reason they’ve been connected with pretty much all the available free agents, Yu Darvish the most prominent among them. Jake Arrieta, Alex Cobb, and Lance Lynn are among the next tier of free agents who would make some sense for the club. Below that, you have former Twin — for one game, at least —Jaime Garcia and some other options like Wade Miley and Jason Vargas.

Before yesterday, it seemed pretty likely that Minnesota would be adding one of the top four pitchers available this winter. With Ervin Santana now expected to miss the first month of the season due to finger surgery, it might actually be a good idea for the Twins to sign two pitchers.

Read the rest of this entry »

Nick Gordon is one of the top prospects in the Twins system. Drafted fifth-overall by Minnesota in 2014, the lefty-swinging shortstop is coming off an age-21 season where he slashed .270/.341/.408 for Double-A Chattanooga. He’s also coming off the release of his first album, “I Do It All,” which dropped earlier this month.

“G-Cinco” started rapping when he was in middle school, but it was only recently that he began sharing his hip-hop stylings beyond his inner circle. Prompted by the urging of a close friend, the son of former all-star closer Tom “Flash” Gordon, and brother of 2015 NL batting champion Dee Gordon, decided the time had come to “let people hear this side of me.”

The multi-talented youngster is well aware that mixing music and sports can make for a tricky balance, particularly in terms of image. But he doesn’t anticipate any issues. Not only does Gordon consider himself “a baseball player first,” he’s “never been one to lead a lifestyle that isn’t appropriate,” nor does he feel a need to “go out there and rap about things I don’t do.”

What he does do — along with rapping base hits — is “sit down and listen to beats, and write.” As for which he considers more important when crafting a song, the beat or the lyrics, that’s largely a matter of inspiration within the creative process. Read the rest of this entry »

I noticed an underlying theme in both pieces I’ve written since coming back, along with many others written this offseason at FanGraphs. If you are a fan of a small- or medium-market team that will never spend to the luxury-tax line and thus always be at a disadvantage, do you want your team to try to always be .500 or better, or do you want them push all the chips in the middle for a smaller competitive window? In my stats vs. scouting article I referenced a progressive vs. traditional divide, which was broadly defined by design, but there are often noticeable differences in team-building strategies from the two overarching philosophies, which I will again illustrate broadly to show the two contrasting viewpoints.

The traditional clubs tend favor prospects with pedigree (bonus or draft position, mostly), with big tools/upside and the process of team-building is often to not push the chips into the middle (spending in free agency, trading prospects) until the core talents (best prospects and young MLB assets) have arrived in the big leagues and have established themselves. When that window opens, you do whatever you can afford to do within reason to make those 3-5 years the best you can and, in practice, it’s usually 2-3 years of a peak, often followed directly by a tear-down rebuild. The Royals appear to have just passed the peak stage of this plan, the Braves hope their core is established in 2019 and the Padres may be just behind the Braves (you could also argue the old-school Marlins have done this multiple times and are about to try again now).

On the progressive side, you have a more conservative, corporate approach where the club’s goal is to almost always have a 78-92 win team entering Spring Training, with a chance to make the playoffs every year, never with a bottom-ten ranked farm system, so they are flexible and can go where the breaks lead them. The valuation techniques emphasize the analytic more often, which can sometimes seem superior and sometimes seem foolish, depending on the execution. When a rare group of talent and a potential World Series contender emerges, the progressive team will push some chips in depending on how big the payroll is. The Rays have a bottom-five payroll and can only cash in some chips without mortgaging multiple future years, whereas the Indians and Astros are higher up the food chain and can do a little more when the time comes, and have done just that.

What we just saw in Pittsburgh (and may see soon in Tampa Bay) is what happens when a very low-payroll team sees a dip coming (controllable talent becoming uncontrolled soon) and doesn’t think there’s a World Series contender core, so they slide down toward the bottom end of that win range so that in a couple years they can have a sustainable core with a chance to slide near the top of it, rather than just tread water. Ideally, you can slash payroll in the down years, then reinvest it in the competing years (the Rays has done this in the past) to match the competitive cycle and not waste free-agent money on veterans in years when they are less needed. You could argue many teams are in this bucket, with varying payroll/margin for error: the D’Backs, Brewers, Phillies, A’s and Twins, along with the aforementioned Rays, Pirates, Indians and Astros.

Eleven clubs were over $175 million in payroll for the 2017 season (Dodgers, Yankees, Red Sox, Blue Jays, Tigers, Giants, Nationals, Rangers, Orioles, Cubs, Angels), so let’s toss those teams out and ask fans of the other 19 clubs: if forced to pick one or the other, which of these overarching philosophies would you prefer to root for?

Earlier this week, I chatted wth Red Sox manager Alex Cora about the relative value of contact skills versus hunting pitches that you can drive. Not surprisingly, the 2017 American League batting champion’s name came up.

“People might be surprised by this, but Jose Altuve isn’t afraid to make adjustments even when he’s getting his hits,” said Cora, who was Houston’s bench coach last year. “When Jose is really, really, really good — because he’s good, always — his strike zone shrinks. He doesn’t chase his hits. Sometimes he’s getting his hits because he’s unreal with his hand-eye coordination — he gets hits on pitches that others don’t — but when he looks for good pitches he’s even better.”

Cora was a contact hitter during his playing days, and looking back, he wishes he’d have been more selective. Not only that, he wouldn’t have minded swinging and missing more often than he did.

“I had a conversation with Carlos Delgado about that,” Cora told me. “When you commit to swinging the bat — I’m talking about me — it often doesn’t matter where it is, you end up putting the ball in play. It’s better to swing hard and miss than it is to make soft contact for a 4-3.” Read the rest of this entry »