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New jobs in sports analytics! NBA Playoff Games Really Are Different, Data Shows
6 jobs that I can't keep only to myself.

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🚀 Jobs metric: 115 new jobs in the last two weeks!! 🚀
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I was checking some of the latest opportunities and truly opened my eyes unable to not send this to all of you.
Are you checking the Golden State Warriors site every day for an opportunity? I bet you aren’t. Only a few hours after they posted a Remote Data Scientist role we had it available. That’s what we do. For many sports, for many jobs. And we are growing.

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Did you know that the NBA playoffs often seem like a completely different sport compared to the regular season?
In 2023 season, for example, the Miami Heat made a historic run to the NBA Finals despite being outscored during the regular season, showcasing just how unpredictable the playoffs can be. Even more shocking, the Denver Nuggets clinched the championship with the worst point differential per 100 possessions of any champion in the last two decades! |

Here’s a breakdown of how the NBA postseason transforms the game: |
Pace Slows Down: There’s a notable drop in the pace of play. For instance, in 2023, teams had 99.2 offensive possessions per game during the regular season, but this number decreased to 96.1 in the playoffs. The reason? Fewer fast breaks and tighter half-court defenses that lead to longer possessions. More Three-Point Attempts: As defenses clamp down, making it tough to get to the basket, teams increasingly rely on three-pointers. Despite the high stakes, teams took a higher percentage of shots from beyond the arc in almost every postseason since the 3-point line was introduced in 1980. Decreased Three-Point Efficiency: Although teams shoot more threes, the success rate often dips in the playoffs. Over the past decade, only 35% of playoff teams managed to improve their three-point shooting percentage compared to the regular season. Increased Isolation Plays: The playoffs often spotlight individual stars due to more isolation plays. As defenses tighten and dismantle usual team strategies, star players like Michael Jordan or Kobe Bryant historically took over games with their one-on-one skills. More Fouls Called: Contrary to the belief that referees tend to let players play more physically in the playoffs, the data shows an increase in fouls. Over the past 23 years, the percentage of 2-point shots resulting in free throws has been higher in the postseason, with last season being an exception where the regular season saw a higher foul rate. |
These shifts not only influence the outcomes but also highlight the adaptability and strategic depth teams and players must bring to succeed in the postseason. Whether it’s leveraging star power or adjusting to stricter defenses, the NBA playoffs demand a different kind of basketball, making each game a thrilling and unpredictable spectacle! |
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