Legal AI, Contract Management Associate II

Factor; Wrocław; On-site; PLN 120,000 - 180,000; Full time

Job summary

Factor is leading the next evolution in legal services, applying AI to enhance contract review and management for multinational clients. The Associate role combines practical legal analysis with hands-on AI configuration to deliver scalable, high-quality results while maintaining human oversight.

Working with engagement teams and clients, you translate requirements into reliable prompts, templates, and workflows, supporting safe, efficient AI adoption across engagements and ensuring continuous

Qualifications

• Legal education or equivalent practical experience in contracts or legal operations.
• Strong understanding of contract review processes.
• Ability to translate requirements into structured prompts and workflows.

Responsibilities

• AI implementation across engagements, supporting rollout and planning.
• Translate business and legal requirements into clear prompts, playbooks and workflows.
• Provide hands-on support during pilots, testing, deployment and training.
• Own defined prompt development and implementation workstreams with limited supervision.
• Identify risks, ensure quality, and escalate high-risk issues when needed.
• Collaborate with senior lawyers, engagement teams, and clients.

Skills

Contract management

Legal operations

English communication

Stakeholder management

Analytical skills

Attention to detail

Education

Law degree or equivalent

Tools

AI tools / LLMs

Prompt design

Contract lifecycle management software

Job description

With a legacy as a pioneer in the ALSP market, Factor leads the next evolution in legal services through AI-integrated contracting.

Factor is the market leader in Integrated Law™ combining the expertise of Traditional Law, the efficiency of New Law, and the close business integration of In‑house legal to deliver complex legal work at scale.

Factor works alongside corporate legal departments to solve for the ever‑increasing demands and complexity of transactional legal work. Our "do while transforming, transform while doing" approach combines specialist expertise, AI‑powered solutions, and business process knowledge to deliver better performance, better business and legal outcomes, and a transformed contracting experience.

Our clients span Fortune 500 companies including global banks, major pharmaceutical companies and large technology firms.

We believe that the more diverse our team becomes — in backgrounds, skills, experiences, and perspectives — the higher our creative potential as a company. We are dedicated to growing a diverse, inclusive company where individuals of all backgrounds thrive.

We are comprised of more than 300 lawyers, legal specialists, technologists, and process consultants across Europe and North America – Join us!

The Role:

The Legal AI & Contract Management Associate supports the implementation, adoption and continuous improvement of AI‑enabled solutions across the firm's contract management engagements. Working under the direction of the existing Legal AI lead and alongside legal delivery teams, the role translates contract review expertise and client requirements into reliable prompts, workflows, playbooks and quality controls.

The position combines practical legal analysis with hands‑on AI configuration and implementation support. Its purpose is to help teams use AI safely and consistently to improve quality, speed, scalability and user experience, while maintaining appropriate human review and accountability.

Responsibilities

• AI implementation across engagements

  • Support the rollout of approved AI solutions across existing contract management engagements and contribute to implementation planning for new engagements.
  • Work with engagement leads, legal subject‑matter experts and operational teams to identify, prioritise and define practical AI use cases.
  • Translate business and legal requirements into clear workflow designs, user instructions, acceptance criteria and implementation documentation.
  • Provide hands‑on support during pilots, user acceptance testing, deployment, training and post‑launch optimisation.
  • Own clearly defined prompt‑development, testing, documentation and implementation workstreams with limited day‑to‑day supervision.
  • Apply sound judgement to routine contract management and AI‑quality issues, while seeking review for novel, material or high‑risk matters.
  • Deliver accurate, well‑structured work to agreed timelines and communicate risks, dependencies and progress clearly.
  • Collaborate effectively with senior legal professionals, engagement teams, technology specialists and client stakeholders.
  • Demonstrate curiosity, adaptability and a practical improvement mindset in a fast‑evolving area.

  Legal prompt and content design

  • Create, test and refine prompts grounded in commercial contracting principles, client playbooks and engagement‑specific requirements.
  • Develop AI‑enabled approaches for contract review, clause extraction, issue spotting, risk flagging and deviation analysis.
  • Design prompts and templates for contract summaries, executive summaries, obligation summaries, negotiation drafts, proposed redlines and fallback positions.
  • Create and maintain playbooks, clause libraries, decision trees, review guidance, structured outputs and other reusable legal knowledge assets.
  • Explore and prototype additional contract management use cases as new needs and ideas emerge.

  Quality assurance and responsible use

  • Build representative test sets and evaluate outputs for legal accuracy, completeness, consistency, usability and alignment with approved playbooks.
  • Document prompt versions, test results, known limitations, escalation points and required human‑review steps.
  • Identify hallucinations, unsupported conclusions, inconsistent outputs and other failure modes, and adjust prompts or workflows accordingly.
  • Apply the firm's requirements relating to confidentiality, data protection, information security, client permissions and responsible AI use.
  • Escalate high‑risk legal, regulatory, confidentiality or technical issues to the appropriate senior owner.

  Engagement and user support

  • Act as a practical point of support for legal teams adopting AI‑enabled contract management workflows.
  • Prepare user guidance, prompt instructions, examples, training materials and knowledge articles.
  • Gather structured feedback from users and stakeholders and convert it into prioritised improvements.
  • Support troubleshooting and distinguish prompt, process, data, configuration and user‑adoption issues.

  Knowledge management and continuous improvement

  • Maintain a reusable library of approved prompts, playbooks, templates, test cases, lessons learned and implementation standards.
  • Share effective practices across engagements while respecting client confidentiality and information barriers.
  • Track emerging AI capabilities and recommend relevant experiments within the firm's governance framework.
  • Contribute to repeatable delivery methods that make future AI implementations faster, safer and easier to scale.

Essential Criteria

• • A legal education or equivalent practical experience in commercial contracts, contract management, legal operations or legal services delivery.
  • A strong working understanding of commercial contract structures, common clauses, risk allocation and contract review processes.
  • Experience translating legal or operational requirements into clear, structured instructions, templates, playbooks or workflows.
  • Strong analytical skills and attention to detail, including the ability to test outputs systematically and identify inconsistencies or unsupported conclusions.
  • Clear written and verbal communication skills in English, with the ability to explain technical concepts to non‑technical users.
  • Confidence working with multiple stakeholders, priorities and client‑specific requirements.

Preferred Criteria

• • Hands‑on experience using generative AI or large language model tools for legal, contract management or knowledge‑management use cases.
  • Experience with prompt design, structured outputs, AI evaluation, user acceptance testing or legal technology implementation.
  • Familiarity with contract lifecycle management platforms, document review tools, workflow automation or legal operations processes.
  • Understanding of responsible AI, data protection, confidentiality and information‑security considerations in legal services.