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MLB Game Planning Coordinator

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The MLB Game Planning Coordinator bridges the club's R&D and analytics department with the coaching staff, translating Statcast, Hawk-Eye, and advance scouting data into actionable pre-game preparation packages for pitchers, position players, and coaches. The role is relatively new — created as clubs recognized that data existed to inform game-by-game planning but required a dedicated professional to make it digestible and operationally useful at the pace of a 162-game season.

Role at a glance

Typical education
Bachelor's or Master's degree in statistics, data science, or sport management; professional baseball experience an asset
Typical experience
3-6 years in baseball analytics or advance scouting before game planning coordinator role
Key certifications
No formal certifications required; Statcast/Baseball Savant data fluency; Synergy Sports platform experience
Top employer types
All 30 MLB clubs (most now have a formalized game planning function); larger clubs may have 2-3 coordinators
Growth outlook
Growing; most clubs formalized the function within the past 5-8 years; PitchCom adoption and AI pitch-sequence tools are expanding the role's scope and strategic value
AI impact (through 2030)
Transformative — AI pitch-sequence recommendation models are emerging as standard inputs; the coordinator's role is evolving toward evaluation and contextualization of AI outputs rather than primary data aggregation.

Duties and responsibilities

  • Compile pre-series advance scouting packages on opposing pitchers and hitters, integrating Statcast data with live advance scout reports
  • Produce pitcher-specific game-planning reports that identify opposing hitters' count tendencies, pitch-type vulnerabilities, and zone preferences by situation
  • Build hitter-specific opponent pitcher reports for each player in the lineup, tailored to the day's starting pitcher and potential bullpen arms
  • Facilitate the pre-game pitchers' meeting with the catcher, starter, and pitching coach, presenting data-backed sequencing recommendations
  • Monitor in-game Statcast and Baseball Savant live data feeds and alert the bench coach or pitching coach to real-time opponent pattern deviations
  • Build PitchCom-era pitch sequence databases that catalog successful sequencing patterns by count, handedness, and opponent tendencies
  • Develop postgame reports summarizing pitch execution against the game plan — did the starter use his curveball in the counts and zones planned? — to inform future preparation
  • Coordinate with the R&D department to incorporate new predictive models into the game-planning workflow as they are developed and validated
  • Support individual player video sessions, curating Hawk-Eye and Synergy footage packages that illustrate opponent tendencies identified in pre-game preparation
  • Manage the transition of advance scouting responsibility across organizational levels, maintaining consistency in report format and analytical depth

Overview

The Game Planning Coordinator is baseball's most direct translator between the analytics department and the field — the person who takes the R&D department's models, the advance scouting staff's observations, and the club's Statcast database and converts them into a preparation package that a pitcher can actually use standing in the bullpen at 7:05 PM.

Pre-series preparation begins two or three days before the first game of an upcoming series. The coordinator pulls the opponent's current Statcast data — how has each starting pitcher's fastball spin rate trended over the past 30 days? Which opposing hitters are in extended slumps, and are the slumps reflected in declining barrel rates (true skill issue) or rising BABIP (potential luck-driven)? The coordinator synthesizes this data with any live advance scouting reports and builds a series overview that the coaching staff reviews before the first game.

Per-game preparation is more granular. For each starter, the coordinator produces a specific game plan: proposed pitch sequencing by count and handedness against the opposing lineup, identification of each hitter's vulnerability zone (the zone where his xBA is lowest or his chase rate is highest), and recommendations for the starter's secondary pitch deployment rate based on the opposing lineup's performance against off-speed pitches over the past month. The coordinator walks through this plan with the starting pitcher and catcher in the pregame pitchers' meeting.

In-game monitoring adds a real-time dimension. Modern clubs deploy Game Planning Coordinators who have access to live Statcast and Baseball Savant feeds from their position in the dugout or press box, watching whether the opposing hitters are exhibiting the tendencies the report predicted. When an opposing hitter's approach deviates from the pre-game model — suggesting he is adjusting mid-series — the coordinator flags it for the pitching coach or bench coach as an in-game tactical adjustment opportunity.

The postgame analysis closes the loop. After each game, the coordinator reviews the pitch execution log — did the starting pitcher use his curveball in the count situations the plan recommended? Were the pitch-type distributions close to the target? Which elements of the game plan succeeded, and which failed? This analysis builds the feedback that improves future game planning, and it is shared with the R&D department to validate or refine the underlying models.

Qualifications

The Game Planning Coordinator role is relatively new — it emerged as a distinct title in the early-to-mid 2010s as clubs recognized that the analytical infrastructure existed to inform game-by-game preparation at a level of specificity that traditional advance scouting couldn't match. Most practitioners came from one of two backgrounds.

Background 1 — Analytics pathway:

  • Bachelor's or Master's degree in statistics, economics, or data science
  • Prior role as a baseball operations analyst or R&D analyst at an MLB club
  • Transitioned into game planning as the bridge between the analytical department and the coaching staff became a recognized need

Background 2 — Coaching/playing pathway:

  • Professional playing experience at the minor or major-league level
  • Developed strong analytical literacy and data platform fluency alongside baseball playing knowledge
  • Transitioned from player development coordinator or advance scout role into game planning

Core technical competencies:

  • Statcast data fluency: spin rate, vertical approach angle, induced vertical break, chase rate, barrel percentage — deep comfort with the metrics that drive game planning
  • Baseball Savant and Synergy Sports platforms: ability to pull, filter, and present data queries in pre-game preparation formats
  • Video tagging: using Hawk-Eye or Synergy video platforms to curate footage packages that illustrate specific opponent tendencies
  • Report writing: ability to produce concise, visually clear advance reports that coaches and players can absorb quickly

Interpersonal skills:

  • Building trust with coaches who may be skeptical of analytically-generated recommendations
  • Communicating in baseball language rather than statistical jargon — 'He chases sliders away in two-strike counts' is more useful to a pitcher than 'His z-swing rate on breaking balls in the lower-away quadrant is 0.38'

Career outlook

The Game Planning Coordinator is among the newer standard front-office positions in baseball, and its trajectory has been strongly upward. Clubs that were early adopters — the Astros, Dodgers, Rays — built sophisticated game-planning functions that helped win championships, demonstrating proof of concept. Most clubs have since formalized the role.

Salary range: $150K–$200K for coordinators in their first 1–3 years in the role; $200K–$280K for established practitioners; $280K–$350K for senior coordinators overseeing junior staff or advance scouting integration. Some clubs have created 'Director of Game Planning' or 'Director of Advance Scouting' titles above the coordinator level.

The career ceiling beyond the coordinator level follows two tracks. Analytically-oriented practitioners who develop baseball judgment alongside their data skills can advance into Director of R&D, Director of Baseball Operations, or eventually AGM roles. Coaching-oriented practitioners who build relationships with the field staff sometimes transition into bench coach or assistant coaching positions, where their analytical fluency distinguishes them from traditional coaches.

The most notable career trajectory from this function is the Houston Astros model: the Astros' early investment in game-planning infrastructure contributed to their extended championship window (2015–2023), and several individuals who developed in that environment have become influential across the industry.

As AI-generated pitch sequence recommendations become more automated, the Game Planning Coordinator's role will evolve toward curatorial and interpretive functions — validating AI outputs, contextualizing recommendations against what coaches know about individual pitcher capabilities, and building the trust with the field staff that allows data-driven preparation to actually influence game outcomes.

Sample cover letter

Dear [Director of Baseball Operations / VP of Baseball Operations],

I am applying for the Game Planning Coordinator position with [Club]. After three years as a Baseball Research Analyst at [Organization], where I built advance scouting databases and pre-game preparation packages used by the coaching staff, I am ready to take on the full game planning function and serve as the primary bridge between the analytics department and the field.

In my current role, I produce daily hitter tendency reports for our starting pitchers, integrating Statcast data with opponent pitch-tracking history and in-season performance trends. Our starting rotation's opponent wRC+ against left-handed hitters declined from 114 to 98 between 2022 and 2024 — a shift I attribute partly to the more precise pitch-zone targeting we implemented after I identified leftie vulnerability zones in our opponents' Statcast profiles.

I have built a working relationship with our pitching coach and starting rotation, facilitating pre-game pitchers' meetings and adapting my presentation format based on what individual pitchers find useful. Some want a one-page summary; some want granular zone-by-zone data. I have learned to communicate both and I have learned when to be quiet and let the coach and pitcher work through the implications themselves.

I am drawn to [Club] because of your integration of PitchCom-era sequencing data into real-time game planning and would welcome the opportunity to contribute to that infrastructure.

Thank you.

Sincerely, [Your Name]

Frequently asked questions

How does the Game Planning Coordinator interact with the pitching coach?
The relationship is collaborative rather than hierarchical. The pitching coach knows the pitcher's strengths, mechanical tendencies, and what he can execute under pressure; the Game Planning Coordinator knows what the data says about opposing hitter vulnerabilities. Together, they build a game plan that is both analytically informed and mechanically realistic. A pitching coach might reject a game-plan recommendation that the data strongly supports if he knows the pitcher's changeup command is not reliable enough to deploy in the suggested sequence — that practical knowledge is irreplaceable.
What is PitchCom and how does it affect game planning?
PitchCom is the electronic pitch-communication device that transmits the catcher's call directly to the pitcher's earpiece, eliminating the traditional hand-sign sequence and the sign-stealing vulnerabilities that come with it. PitchCom has changed game planning by making it possible to call pitches based entirely on the data-driven optimal sequence rather than worrying about sign theft. The Game Planning Coordinator now designs pitch sequences that can be communicated and executed without the receiver-decoder vulnerability that historically constrained sign calling against sophisticated baserunners.
How does the Game Planning Coordinator differ from a traditional advance scout?
Traditional advance scouts watched games in person and filed observation-based reports on opponent tendencies — pitcher tip-offs, hitter timing vulnerabilities, defensive positioning habits. The Game Planning Coordinator integrates Statcast data, Hawk-Eye tracking, video tagging, and — when available — live advance scout observations into a unified, quantitatively grounded preparation package. Some clubs still employ advance scouts who travel to upcoming series cities; others have moved to fully data-driven advance preparation through the Game Planning Coordinator's function.
What are hitter tendency reports and how do pitchers use them?
A hitter tendency report for an upcoming opponent typically includes: the hitter's swing decision rates by zone and count (where he chases, where he lays off), his average exit velocity by pitch type (does he hit curveballs harder or softer than fastballs?), his expected batting average (xBA) by zone to identify weakness zones, and his historical results against the specific pitcher's pitch mix. Pitchers use this report to build an at-bat plan — which pitch in which zone to start the at-bat, which sequence in specific counts, which pitch to use as the putaway weapon against this hitter.
How is AI changing the Game Planning Coordinator role?
AI-powered opponent modeling tools are beginning to generate automated pitch-sequence recommendations based on historical count-and-outcome data for individual batter-pitcher matchups. These models can process thousands of prior matchup data points faster than a human analyst. The Game Planning Coordinator's evolving function is to evaluate, validate, and contextualize these AI recommendations — ensuring that mechanically realistic sequencing is recommended and that one-off statistical patterns aren't mistaken for genuine hitter tendencies. The role is becoming more curatorial and interpretive as AI handles more of the raw data aggregation.