73 stackexchange-grounded, 516 model-knowledge (ESCO-seeded gemma3), 0 review_needed (calibration caveat documented). Adapters rebuilt with the full competence sets; final REPORT numbers; all verify checks pass. Known gap: engineering-manager lacks an ESCO package counterpart. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
47 lines
18 KiB
JSON
47 lines
18 KiB
JSON
{"job_id": "wWyDGPrPOmMaLx7iAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly describes managing a store that sells bicycles and focuses on sales, customer service, and operations - all core responsibilities of a bicycle shop manager as defined in the ESCO definition.", "title": "Bicycle Shop Manager"}
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{"job_id": "ZHktcsLGLTKHzVWgAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is for a 'Store Manager' but the description focuses on managing a retail location that sells bikes, aligning directly with the ESCO definition of a bicycle shop manager. The emphasis on cycling passion and helping customers find bikes confirms this relevance.", "title": "STORE MANAGER - WASHINGTON DC/NORTHERN VIRGINIA"}
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{"job_id": "SQS7uglIM6vCRRIHAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Service Manager', which focuses on customer service and managing a service queue. While bicycle shops *have* service departments, this role isn't about overall shop management (sales, budgets, ordering supplies, etc.) as defined in the ESCO definition. It's a specialized functio", "title": "SERVICE MANAGER - WASHINGTON DC/NORTHERN VIRGINIA"}
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{"job_id": "duyDlAYtrGBgLsiaAAAAAA==", "relevant": false, "stage": "llm", "reason": "The ad is for a 'Future Store Manager' which suggests it's a development program or stepping stone *to* becoming a store manager, not directly hiring someone *as* a bicycle shop manager. The opening focuses on the company culture and doesn't immediately indicate this is a management role focused on ", "title": "Future Store Manager - VA and Washington DC"}
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{"job_id": "KAETMN3HO9Yr3pu2AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is for a 'Bike Shop Service Manager', which falls under the broader category of bicycle shop management as it involves overseeing operations within a bike shop and managing service aspects - a core function of a bike shop manager. The description details responsibilities like staffing, wo", "title": "Bike Shop Service Manager | Lead, Grow Hospitality"}
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{"job_id": "Z4SOOQIESfhL2APaAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Service Manager', which focuses on repair and maintenance services *within* a bicycle shop but isn't the manager of the entire shop/store operation. The definition specifies managing employees, sales, budgets, and supplies - responsibilities not explicitly stated for this role.", "title": "Service Manager"}
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{"job_id": "brdahq4DolDaCTNaAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Service Manager', which focuses on repairs and maintenance *within* a bicycle shop, but isn't the overall manager of the shop itself. The ESCO definition specifies managing employees, sales, budgets, and supplies - responsibilities beyond just service operations.", "title": "Bicycle Service Manager"}
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{"job_id": "N5DyecnDZTmGwhUYAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Future Store Manager' at Trek, which implies a broader retail management role rather than specifically managing a bicycle shop. While the company sells bicycles, the description focuses on general store management and employee development, not the specific duties of a bicycle sh", "title": "Future Store Manager - MD, Central and Southern VA"}
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{"job_id": "6b-I5-FgKEMNjUBYAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Store Manager' for a cycling shop, aligning directly with the target occupation of 'bicycle shop manager'. The description details responsibilities like overseeing operations and managing staff within a bicycle retail environment, which are core functions of a bike sho", "title": "Store Manager — Community Cycling Leader (Sign Bonus)"}
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{"job_id": "4IZgfb2o3l2vaAOeAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Store Manager' specifically for an e-bike store, which falls directly within the scope of a bicycle shop manager (as e-bikes are bicycles). The description details responsibilities like overseeing operations, driving sales, and team management - all core duties of a bi", "title": "E-Bike Store Manager: Lead Growth, Team & Bonuses"}
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{"job_id": "NhvfQDGNZ06xcGh0AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Cycling Store Manager', which is a direct synonym of 'bicycle shop manager'. The opening describes responsibilities aligning with managing store operations, staff, and customer service - all core duties of a bicycle shop manager as defined in the ESCO definition.", "title": "Cycling Store Manager & Team Builder"}
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{"job_id": "uM5W-eM_qfpmjE4uAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Future Store Manager' at Trek, which implies a broader retail management role rather than specifically managing a bicycle shop. While the company sells bicycles, the description focuses on general store management and employee development, not the specific duties of a bicycle sh", "title": "Future Store Manager - MD, Central and Southern VA"}
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{"job_id": "eGFEayYPXFNDQAaWAAAAAA==", "relevant": false, "stage": "llm", "reason": "The ad is for a 'Future Store Manager' which suggests it's a development program or stepping stone *to* becoming a store manager, not directly hiring someone *as* a bicycle shop manager. The opening focuses on the company culture and doesn't immediately indicate this is a management role focused on ", "title": "Future Store Manager - VA and Washington DC"}
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{"job_id": "y3wNawjAxiKTgi1EAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Future Store Manager' at Trek, which implies a broader retail management role rather than specifically managing a bicycle shop. While the company sells bicycles, the description focuses on general store management and employee development, not the specific duties of a bicycle sh", "title": "Future Store Manager - MD, Central and Southern VA"}
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{"job_id": "zoB9qdHb_Ly1E5ctAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title and opening explicitly mention 'Cycling Store Manager' and describe responsibilities aligning with managing a bicycle shop (overseeing operations, mentoring teams, customer loyalty). This directly matches the ESCO definition of a Bicycle Shop Manager.", "title": "Cycling Store Manager: Lead Teams & Deliver"}
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{"job_id": "W-MW2uBWgpXdLRFKAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Store Manager\" and the description explicitly mentions a Trek Store Manager role. This aligns directly with the target occupation of bicycle shop/store manager.", "title": "Future Store Manager - NJ, DE, PA"}
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{"job_id": "FrkgP_Etw0eK1DX5AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Weekend Shift Manager', which is a supervisory role *within* a bicycle shop but not the manager of the entire shop. The person hired would introduce themselves as a shift manager, not a bicycle shop manager.", "title": "Weekend Shift Manager"}
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{"job_id": "BjILb8VUDc5UQKMVAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is for a 'Store Manager' specifically for an e-bike store (a type of bicycle shop). The description details managing operations, sales, teams and customer experience - all core responsibilities of a bicycle shop manager as defined in the ESCO definition. While it specifies 'e-bikes', this", "title": "E-Bike Store General Manager - Growth, Bonuses & Benefits"}
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{"job_id": "EGpFJxZHUcPzOVpXAAAAAA==", "relevant": false, "stage": "llm", "reason": "The ad is for a 'Future Store Manager' which suggests it's a development program or stepping stone *to* becoming a store manager, not directly hiring someone *as* a bicycle shop manager. The opening focuses on the company culture and doesn't immediately indicate this is a management role focused on ", "title": "Future Store Manager - VA and Washington DC"}
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{"job_id": "S8iMwUlZqPd6rkoOAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is for a 'Store Manager' which, given the context of 'E-Bike Ops', aligns directly with managing a bicycle shop (or cycling store). The description focuses on overseeing operations, driving sales and team leadership - all core responsibilities of a bicycle shop manager as defined in the E", "title": "Store Manager | Growth Leader | E‑Bike Ops"}
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{"job_id": "c5NzGjN65b_eRzedAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Account Manager, South Region - Cannondale UK 8"}
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{"job_id": "eCsyb199iwtd20VrAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Sales & Inventory Associate"}
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{"job_id": "2jamnz-sVMAAEE1jAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Service Manager', which focuses on customer service and managing a service queue. While bicycle shops *have* service departments, this role isn't about managing the entire shop (sales, inventory, employees etc.) as defined in the ESCO definition of a Bicycle Shop Manager. It's a", "title": "SERVICE MANAGER - NOVA/DC MARKET"}
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{"job_id": "xPBSwcXalcmTqqtKAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states 'Shop Manager' and the company name 'Gearin’ Up Bicycles' indicates a bicycle shop. The opening confirms this is for a Shop Manager position at that location. This aligns directly with the target occupation of Bicycle Shop Manager.", "title": "Shop Manager, Gearin' Up Bicycles"}
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{"job_id": "_aB_YoWMQQ2BpiqYAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Service Manager', which focuses on customer service and managing a service queue. While bicycle shops *have* a service department, this role isn't about overall shop management (sales, budgets, ordering supplies, staff management of the entire store) as defined in the ESCO defin", "title": "SERVICE MANAGER - WASHINGTON DC/NORTHERN VIRGINIA"}
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{"job_id": "RLLTnP-BNOWWgFwXAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Future Store Manager', and the opening discusses managing a store (specifically Trek bicycle stores). This aligns directly with the ESCO definition of a Bicycle Shop Manager which involves managing activities and staff in shops that sell and repair bicycles. The 'Future' prefix ", "title": "Future Store Manager - MD, Central and Southern VA"}
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{"job_id": "4quj7R_G7wp1T5tXAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Service Lead' which focuses on service management and leading technicians. While bicycle mechanics are mentioned as required experience, the role itself isn't managing a bicycle shop or its overall operations (sales, budgets, supplies) as defined in the ESCO definition. It's a l", "title": "Bicycle Service Lead"}
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{"job_id": "lwGAcRvy78oqMOLXAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Shop Supervisor' at REI, which includes both bike *and* ski equipment. While it involves managing shop mechanics (a task also done by bicycle shop managers), the scope extends beyond bicycles to include skis and other outdoor gear. The person hired would introduce themselves as ", "title": "Bike/Ski Shop Supervisor"}
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{"job_id": "BOeNsIeJPwPQcbRyAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Bike Shop Store Manager' which is a direct synonym of the target occupation (bicycle shop manager). The description details responsibilities aligning with managing retail operations, staff, and profitability within a bicycle store - all core functions of a bicycle shop", "title": "Bike Shop Store Manager — Lead Brand Experiences"}
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{"job_id": "Ut8IIFNhAL1CCDGnAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is for a 'Bike Shop Service Manager', which falls under the broader category of bicycle shop manager as it involves managing operations within a bike shop and focuses on service/repair - a key activity mentioned in the ESCO definition. The 'Lead' prefix indicates seniority but doesn't cha", "title": "Lead Bike Shop Service Manager"}
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{"job_id": "9s-mUzMsoKyUyrKQAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Field Sales Manager"}
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{"job_id": "FcHiaxdXIESqO5y_AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"Trek Store Manayunk\" and a \"Store Manager\" role in the summary, aligning directly with the target occupation of bicycle shop/store manager. While the opening is brand-focused, the core function advertised is store management.", "title": "Future Store Manager, NJ, DE, PA"}
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{"job_id": "peaQLARZN5dpxFobAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Supervisor', which is not a bicycle shop manager or a direct synonym. While it's *at* a bicycle shop, the role itself isn't managing the shop - it's a supervisory position within a larger company (Specialized).", "title": "Supervisor - Hilltop Bicycles - Madison, NJ"}
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{"job_id": "krMgW6SDcZepfyNmAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Bike Shop Guide & Hospitality Sales Pro"}
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{"job_id": "EozDP4-Z6qfszCmRAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly mentions 'Store Manager - The Bicycle Shop', directly aligning with the target occupation of bicycle shop manager. The opening text further supports this by describing a company focused on bicycles and cycling.", "title": "Store Manager - The Bicycle Shop - State College, PA"}
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{"job_id": "33Fy-7t6sbudGo4XAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states 'Store Manager - The Bicycle Shop', which directly aligns with the target occupation of bicycle shop manager. The opening text further reinforces this by describing a business focused on bicycles and riders.", "title": "Store Manager - The Bicycle Shop"}
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{"job_id": "5ki9kNKNeH1JEch_AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Store Manager\" and the description details managing a Trek store which sells bicycles. This aligns directly with the ESCO definition of a bicycle shop manager.", "title": "Future Store Manager - NJ, DE, PA"}
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{"job_id": "iaZJr1fEiL9E094_AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Bicycle Mechanic, which is a hands-on repair role. The target occupation is a manager who oversees staff and store operations. While mechanics work *in* a bicycle shop, they are not the managers of it.", "title": "Bicycle Mechanic - Indego Bike Share"}
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{"job_id": "8dYLP4Lsk7ZFAJhSAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Shop Supervisor' at an outdoor retailer (REI) that sells bikes *and* skis, among other things. While it involves retail management, the focus isn't specifically on bicycles or managing a bicycle shop. The person hired would introduce themselves as a Shop Supervisor/Lead, not a B", "title": "Bike & Ski Shop Lead — Elevate Customer Experience"}
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