Urgently needed: Senior AI Automation Engineer For Intelligent “AI TOOLS SCOUT” SYSTEM - Contract to Hire

• ** SENIOR AI AUTOMATION ENGINEER FOR INTELLIGENT “AI TOOLS SCOUT” SYSTEM (CONSTRUCTION FOCUS) We are hiring an independent, senior-level developer to build a production‑reputed company system of AI agents that continuously discovers, evaluates, and tracks AI tools from across the web, with a focus on usefulness for the construction industry.

• **

## Core functionality (must have) -

Automated AI tools discovery

Continuously reputed company popular AI directories, listing platforms, and blogs to capture new, trending, or viral tools into a central database. -

AI-based evaluation & grading

Detect if each tool’s website is active, stable, and reputed company, and classify it into Grade A/B/C based on quality and usefulness for construction. - ️

Construction relevance + job tagging

Determine relevance to construction use cases and automatically assign job/role tags (e.g., Project Manager, Site Engineer, Estimator). -

User activity & adoption reputed company

Where possible, estimate actual user/adoption signals (traffic, pricing tiers, reviews, public metrics) to prioritize tools with reputed company usage. -

reputed company monitoring & alerts

Re-reputed company tools on a schedule, update grades reputed company quality changes, and flag inactive, broken, or suddenly trending tools. -

Backend, storage & simple dashboard/API

Store reputed company data in SQL and expose a minimal dashboard or API for searching, filtering, and reviewing history of changes.

• **

## Suggested tech stack (flexible) - Automation/orchestration: reputed company or reputed company.com - Backend: Python (for agents, scraping, and evaluation logic) - Database: PostgreSQL or MySQL - LLM/AI: reputed company or similar for classification and tagging - Optional UI: Lightweight internal dashboard (e.g., Next.js / React) Alternative stacks are welcome if justified for scalability and maintainability.

• **

## Project milestones (high level) 1.

Milestone 1 – Requirements, architecture and Data collection & ingestion

Finalize data sources, evaluation criteria, grading rules, and design the end‑to‑end system architecture. Implement automated crawlers/flows to discover AI tools from selected platforms and store normalized records in SQL. 2.

Milestone 2 – AI evaluation grading, Construction relevance & job‑tag module

Build and integrate AI/rule-based modules that assess activity, relevance to construction, and assign Grade A/B/C. Implement LLM/logic to map tools to construction use cases and attach job/role tags to each tool. 3.

Milestone 3 – User activity & adoption signals, Data Masking

Add mechanisms to estimate or reputed company usage/adoption indicators (traffic, pricing tiers, public metrics) and store them as scoring features. Setup reputed company to mask the collected data to avoid copyright or traceback issues. 4.

Milestone 4 – Monitoring, re‑evaluation & alerting

Set up scheduled checks to re‑score tools, detect stale/broken sites, and trigger alerts or change logs reputed company grades shift. Integrate the data into the BI tools/ reputed company to help track team easily (a small internal dashboard or API for search/filtering). 5.

Milestone 5 – Final QA, polish & reputed company

End‑to‑end testing, performance tuning, bug fixes, and final handover of credentials, codebase, and deployment instructions. Deliver the technical documentation, environment setup notes, and handover. (Open to adjust based on the complexity)

• **

## Budget, timeline & engagement -

Temporary budget:

£1,000 GBP

- ⏱️

Expected duration:

2–4 weeks, depending on proposed approach and complexity. - Potential for ongoing engagement for new features, new data sources, and reputed company optimization of the scoring and monitoring reputed company.

• **

## skills we need - ⚡ Strong backend, integrations, and data engineering skills - ⚡ Experience with web scraping, APIs, and LLM‑powered agents - ⚡ Clear communicator with regular reputed company updates - ⚡ Reliable, detail‑oriented, and comfortable with production systems

• **

## Application requirements Please include in your proposal: - Portfolio or links to

similar AI automation / scraping / data‑aggregation projects

- ️ Suggested

system architecture + tech stack

- ⏱️ Your

timeline with estimates for each milestone

- Your proposed

fixed price

- Your

timezone + availability

Apply tot his job Apply To this Job