AI Builder for Coaching Workflows — Remote

Best10

Cape Town

On-site

ZAR 900,000 - 1,800,000

Full time

14 days+
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Job summary

Best10 is seeking a developer to embed with our coaching team and build AI workflows that scale coaching UK, while preserving the human touch. You will ship end-to-end AI tools that surface the right information, automate admin, and support 200 to 1,000+ member engagements with reliable signals and meaningful briefs for coaches.

Ideal candidates have hands-on experience with LLM APIs, prompt engineering, and turning unstructured data into actionable insights.

Qualifications

  • Proven track record using AI to build tools used by non-technical users.
  • Shipping AI-powered products with real user impact.
  • Hands-on with LLM APIs (function calling, streaming, embeddings) and prompt patterns.
  • Comfort with messy, unstructured conversational data.
  • Strong product instinct to translate needs into working software.
  • Data-driven approach, building reports to identify root causes.
  • Familiarity with agentic development tools in day-to-day work.
  • Builder mindset with emphasis on durable, handover-ready systems.

Responsibilities

  • Build internal tools and coach-facing features on top of LLMs (Claude, OpenAI).
  • Turn unstructured conversational data into structured, reliable signals.
  • Design and maintain prompt chains, RAG pipelines, and agent workflows.
  • Prototype rapidly; ship working demos in days.
  • Evaluate model outputs, run evals, and improve accuracy for coaching use.
  • Wire AI into platform APIs, databases, WhatsApp, and Slack.
  • Own the full stack of delivered features (frontend, backend, model integration).
  • Regularly observe coaches to ensure solutions fit real workflows.

Skills

LLM APIs
Prompt engineering
Data analysis
Product mindset
Unstructured data handling
Full stack development
System integration

Tools

Claude
OpenAI
Cursor
WhatsApp API
Slack API

Job description

Best10 is seeking a developer to embed with our coaching team and build AI workflows that scale coaching UK, while preserving the human touch. You will ship end-to-end AI tools that surface the right information, automate admin, and support 200 to 1,000+ member engagements with reliable signals and meaningful briefs for coaches.

Ideal candidates have hands-on experience with LLM APIs, prompt engineering, and turning unstructured data into actionable insights.

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