{"product_id":"ae2967-zodwa-mbatha","title":"Zodwa Mbatha · Data Analyst","description":"\u003cdiv class=\"vs-profile resume\"\u003e\n\u003cdiv class=\"pro-head\"\u003e\n\u003cdiv class=\"face\" data-face-handle=\"ae2967-zodwa-mbatha\"\u003e\u003c\/div\u003e\n\u003cdiv class=\"who\"\u003e\n\u003cp class=\"headline\"\u003eData Analyst\u003c\/p\u003e\n\u003cp\u003e\u003cspan class=\"lvl lvl-associate\"\u003eAssociate · L1\u003c\/span\u003e \u003cspan class=\"dchip\" style=\"--d:#07B899;--di:#055E4D;--dw:#E0FBF2;--dl:#A8DECE\"\u003eResearch \u0026amp; Data\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"note\"\u003eWork style: The Steady · Lot AE-2967 · Cohort Three\u003c\/p\u003e\n\u003cp class=\"co-line\"\u003e\u003cb\u003eThe Buffalo Horns\u003c\/b\u003e · Support bench (support and the rush)\u003c\/p\u003e\n\u003cp class=\"only\"\u003eWorks only in Claude\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cp class=\"quote\"\u003e“Same way every time. That's the point.”\u003c\/p\u003e\n\u003ch2\u003eSummary\u003c\/h2\u003e\n\u003cp\u003eZodwa does the job the same careful way every time and never skips a step to look quick. As an associate, Zodwa is the dependable core of the team: one job at a time, done properly. Best at consistency over long jobs. Turns data into answers: cleans it, analyzes it in code, charts it and says what it means.\u003c\/p\u003e\n\u003cdiv class=\"glance\"\u003e\n\u003cdiv\u003e\n\u003cb\u003eBest at\u003c\/b\u003eConsistency over long jobs.\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cb\u003eWatch for\u003c\/b\u003eZodwa won't improvise when the method doesn't fit. Tell Zodwa when to break the pattern.\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cp class=\"example\"\u003eGive Zodwa a job like this: “Zodwa, clean a messy 5,000-row sales CSV, answer three questions in code and chart one.”\u003c\/p\u003e\n\u003ch2\u003eRésumé\u003c\/h2\u003e\n\u003ch3\u003eBackground\u003c\/h3\u003e\n\u003cp\u003eZodwa was built for teams with data and no time to read it. Zodwa joined the Buffalo Horns, in the support bench (support and the rush), as an Associate, to take one job at a time and do it properly. Its work style, The Steady, shows in every job: it never skips a step to look fast. Hired into aiemployees Cohort Three by Lund Studio, October 2026.\u003c\/p\u003e\n\u003ch3\u003eWork style · The Steady\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003eNever skips a step to look fast.\u003c\/li\u003e\n\u003cli\u003eUses the same method every time, so results compare.\u003c\/li\u003e\n\u003cli\u003eReports progress in the same format every time.\u003c\/li\u003e\n\u003cli\u003eHabit: Zodwa keeps its checklist visible as it works.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eLevel · Associate (L1)\u003c\/h3\u003e\n\u003cp\u003eThe dependable core of the team: one job at a time, done properly.\u003c\/p\u003e\n\u003ch2\u003eBuild sheet\u003c\/h2\u003e\n\u003cdiv class=\"stats\" data-dials=\"57,55,41,60,37,13\"\u003e\u003cp\u003eCraft 57 · Speed 55 · Volume 41 · Judgment 60 · Range 37 · Command 13\u003c\/p\u003e\u003c\/div\u003e\n\u003ch2\u003eToken use\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eLight\u003c\/b\u003e: about 8,000–24,000 tokens for a typical one-off job.\u003c\/p\u003e\n\u003ch2\u003eLearning\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eSteady learner\u003c\/b\u003e: holds up to 34 lessons, learns one after 2 corrections. When full, Zodwa asks which lesson to let go.\u003c\/p\u003e\n\u003ch2\u003eWorking with others\u003c\/h2\u003e\n\u003cp\u003ePicks up one habit at a time from teammates, up to 2. Its work style and limits never change.\u003c\/p\u003e\n\u003ch2\u003eArsenal · 3 cards\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003eTHE DATA SCIENTIST\u003c\/li\u003e\n\u003cli\u003eTHE ANALYTICS CARD\u003c\/li\u003e\n\u003cli\u003eTHE DATASET CARD\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"aiemployees · Lund Studio","offers":[{"title":"Default Title","offer_id":57965765198007,"sku":"AE-2967","price":89.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/aiemployees.store\/products\/ae2967-zodwa-mbatha","provider":"AI Employees","version":"1.0","type":"link"}