AI Developer - CV Writing, Career Assessment & Document Intellig

We are developing an online career services business and are looking for an experienced AI developer or specialist engineering team to help build the intelligent processing components of our platform.

Our business will provide professional CV writing, career consultancy, LinkedIn profile improvement and recruitment preparation services.

We want to introduce technology that can analyse candidate information, identify improvements, compare experience against job requirements and assist with the preparation of professional career documents.

We are particularly interested in developers with experience in natural language processing, document analysis, language models and commercial AI applications.

What we want to achieve

CV analysis

We want customers to be able to submit their CVs and receive useful feedback on content, structure, achievements, clarity and suitability for particular roles.

Job description matching

The system should be able to review a job description and identify how closely a candidate's experience aligns with the requirements.

We want meaningful feedback explaining relevant strengths and areas for improvement.

CV writing assistance

We would like intelligent writing tools that can help improve professional summaries, employment descriptions and achievement statements.

The system should support structured approaches such as the STAR method and should not invent candidate experience or qualifications.

Cover letter assistance

We want to help customers prepare tailored cover letters using their career information and the requirements of the role.

LinkedIn profile improvement

The system should be able to suggest improvements to professional headlines, summaries and experience descriptions.

Candidate information protection

We need to consider how personal information is handled, particularly when documents are processed using external AI services.

Integration with our website

The AI components will need to connect with a separately developed customer website and internal CV writing management system.

We are open to discussing the most appropriate technical architecture.

Technical expectations

We would like applicants to have experience with some of the following:

OpenAI, Anthropic or comparable language model APIs.

Python, TypeScript or similar technologies.

Natural language processing.

PDF and Word document extraction.

Structured data processing.

AI prompt development and evaluation.

Backend APIs.

Data protection and secure processing.

Automated testing.

We are interested in a practical solution that produces consistent results and can be improved over time.

Budget and delivery

Our initial indicative budget is £14,500.

This is a starting budget for proposals rather than a strict ceiling. We recognise that the final cost will depend on the architecture, development complexity and functionality recommended.

We would welcome proposals that divide the work into manageable phases, with clearly defined deliverables and milestone payments.

When applying, please provide

Examples of AI applications you have developed.

Your experience with CV analysis, document processing or comparable systems.

Your recommended technical approach.

Whether you would use existing language models, custom algorithms or a combination.

Your estimated development timeline.

Your proposed fixed-price quotation.

Any ongoing API or infrastructure costs.

Recommendations for future functionality.

We are particularly interested in developers who can explain technical decisions clearly and help us build a reliable commercial product.

The successful contractor may also be considered for subsequent development phases, including interview preparation, candidate assessments and personalised career coaching.