Upgrade to Pro — share decks privately, control downloads, hide ads and more …

日系大手と日系スタートアップと外資系で働いてみた

Sponsored · Your Podcast. Everywhere. Effortlessly. Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
Avatar for yush1ga yush1ga
March 06, 2024
800

 日系大手と日系スタートアップと外資系で働いてみた

Avatar for yush1ga

yush1ga

March 06, 2024
Tweet

Transcript

  1. • ݱ৬ ◦ Solutions Architect@Databricks • ޷͖ͳ΋ͷ ◦ ϥʔϝϯ ◦

    ອը ◦ σʔλؔ࿈ٕज़ • ͦͷଞ ◦ ࣗ୐ʹ Spark Ϋϥελ͋Γ·͢ ࣗݾ঺հ
  2. • DATA + AI Company ◦ Spark, MLFlow, Delta Lake

    ͷ
 ։ൃऀʹΑΓઃཱ • Databricks Data Intelligence Platform ◦ ETL ◦ σʔλ΢ΣΞϋ΢ε ◦ BI ◦ σʔλΧλϩά ◦ ػցֶशج൫ Databricks δϟύϯެࣜ X ΞΧ΢ϯτ @DatabricksJP
  3. 2014 2016 2018 2020 2022 2024 υΠπཹֶ υΠπਓ޻஌ೳη ϯλʔʹཹֶ
 έόϒΛͨ͘͞Μ

    ৯΂Δ ΩϟϦΞ म࢜՝ఔ ඇৗʹ໛ൣతͳ ֶੜͱͯ͠ৼΔ෣͏ ֶձ in US ࣭ٙԠ౴ͰਏࢎΛ
 ঐΊΔ ೔ܥେखWeb εΫϥϜͰ
 ϛυϧ΢ΣΞ։ൃ ग़ு in US ΞϝϦΧͱڞಉ։ൃ ΧϯϑΝϨϯεࢀՃ R&Dʹҟಈ σʔλͷྖҬʹ໭͖ͬͯͨ NLPɾը૾ೝࣝʹऔΓ૊Ή ग़ு in US ֶձࢀՃ (ௌߨ) ೔ܥελʔτΞοϓ MLɾσʔλνʔϜͷ্ཱͪ͛ ֎ࢿܥ ιϦϡʔγϣϯ
 ΞʔΩςΫτʹ ΩϟϦΞνΣϯδ
  4. ೔ܥେखWebاۀ ब৬ͷ͖͔͚ͬ ◦ Ұ൪࠷ॳʹ಺ఆΛ͘Εͨ (M1ͷ1݄͘Β͍) ◦ ࢖ͬͨ͜ͱ͋ΔαʔϏεͳͷͰΠϝʔδ͠΍͔ͬͨ͢
 ◦ ߴ͍ٕज़ਫ४ ◦

    ΩϥΩϥ౎ձੜ׆ ◦ εϩʔͳঢڅϖʔε
 ◦ ֤෼໺ͷϓϩ͕ࡏ੶ ◦ ͜Ε·Ͱ௨Γͷੜ׆ ◦ ϝϦϋϦ͋ΔධՁ ೖࣾલͷҹ৅ ೖࣾޙͷ࣮ࡍ
  5. ೔ܥελʔτΞοϓ స৬ͷ͖͔͚ͬ • ෭ۀΛ͍ͯͯ͠༠ΘΕͨ • ࡞ͬͨ΋ͷ͕ੈʹग़ͦ͏
 • େ͖͍ࡋྔ • εϐʔυײ

    • ௕࣌ؒ࿑ಇ
 • σʔλج൫ɺػցֶशϞσϦϯάɺAPI։ൃɺEMɺ࠾༻ • ϦϦʔεʹࢸΔPJଟ਺ • ҙ֎ͱఆ࣌ ೖࣾલͷҹ৅ ೖࣾޙͷ࣮ࡍ
  6. ֎ࢿܥ స৬ͷ͖͔͚ͬ • ֎ࢿܥاۀͱSAͱ͍͏৬छʹڵຯ͕͋ͬͨ • σʔλܥͷΩϟϦΞΛ׆͔ͤͦ͏
 • ߴ͍ٕज़ਫ४ • άϩʔόϧɾίϛϡχέʔγϣϯ

    • ੒Ռओٛ
 • ֤෼໺ͷϓϩ͕ࡏ੶ (ཁӳޠ) • ճආෆೳͷӳޠίϛϡχέʔγϣϯ͸࣌ʑ • ໨ඪ͸ߴΊ ೖࣾલͷҹ৅ ೖࣾޙͷ࣮ࡍ
  7. ։ൃऀ͔ΒιϦϡʔγϣϯΞʔΩςΫτ΁ ֎ࢿܥͷϙδγϣϯ͸ٕज़ࢧԉͷϩʔϧ͕ଟ͍ (ཁग़య) ͜Ε·Ͱͷܦݧ ݱ৬ʹ׆͔ͤΔ఺ • ։ൃऀدΓ ◦ ػցֶशΤϯδχΞ ◦

    σʔλαΠΤϯςΟετ ◦ όοΫΤϯυΤϯδχΞ ◦ EM • ٕज़ཧղ ◦ ٕज़෼໺͸͜Ε·Ͱͱڞ௨ • ސ٬ཧղ ◦ ͓٬༷ͷؾ͕࣋ͪΘ͔Δ • ࣮૷ྗ ◦ ίʔυΛॻ͘ػձ͸͋Δ