Job description

At Freshfields, technology and innovation are embedded into how we work with our clients. We’re a global law firm with more than 5,500 people across 33 offices, and we are continuing to advance our innovation strategy including investment in key technology. Our partnerships with Anthropic and Google as well as the investment in Freshfields Lab and AI Academy are but a few examples. Join us to work on some of the most exciting challenges at the intersection of law, technology and business. Key Responsibilities Partner with lawyers, practice groups, and business stakeholders to identify and prioritize AI and legal technology opportunities. Translate legal workflows and business requirements into solution designs, and author technical design documents that carry them through architecture, security, and governance review. Design end-to-end AI-enabled solutions that enhance legal service delivery, knowledge management, research, drafting, and operational efficiency. Build prototypes and proofs of concept to validate solution designs before committing engineering resources. Collaborate with Product Managers and Engineers to define requirements, prioritize features, and guide delivery. Evaluate emerging AI, legal technology, and automation capabilities and recommend practical applications for the firm. Ensure solutions align with architecture, security, governance, privacy, and responsible AI standards. Lead workshops, discovery sessions, and user testing to validate requirements and drive adoption. Drive continuous improvement by identifying opportunities to scale, standardize, and enhance legal technology solutions. Experience and Skills Hands-on experience integrating LLM APIs across one or more enterprise providers, such as Azure OpenAI, Google Vertex AI or Anthropic, including structured outputs, tool use, streaming, retries, rate limits, model versioning and cost controls. Understanding of traditional ML models and algorithms Hands-on track record working with Python in a professional environment Development & DevOps: Hands-on experience with git/git-flow, containerization (Docker) and CI/CD pipelines (ideally Azure DevOps) Communication: Strong English communication skills to engage with cross-functional stakeholders Experience with retrieval-enabled and agentic document workflows, including repository navigation, hybrid search and RAG, metadata, OCR, chunking, source citation, tool use, structured outputs and document generation. Experience building production services with Python and Django or comparable web frameworks, including APIs, streaming interfaces and asynchronous or background job processing. Experience working with relational databases, ideally PostgreSQL, including schema design, migrations, and query performance. Prior experience working in legal tech or professional services firms. Knowledge of Azure Cloud, including AKS, Service Bus, Azure OpenAI and Form Recognizer Experience with infrastructure-as-code tools (Terraform) Experience in agile, fast paced environments Understanding of the security and compliance requirements of a professional services firm. For individuals assigned and/or hired to work in New York and California, Freshfields is required by law to include a reasonable estimate of the compensation range for this role. This compensation range is specific to the States of New York and California and takes into account the wide range of factors that are considered in making compensation decisions including but not limited to skill sets; experience and training; licensure and certifications; and other business and organizational needs. The disclosed range estimate has not been adjusted for the applicable geographic differential associated with the location at which the position may be filled, and compensation decisions are dependent on the facts and circumstances of each case. A reasonable estimate of the current range is $325,000 to $375,000. EEO Statement Freshfields US LLP is proud to be an equal employment employer. Our policies and practices will be free from unlawful discrimination based upon race, color, ethnicity, religion, creed, sex (including pregnancy, childbirth or related medical conditions), national origin, citizenship, immigration status, ancestry, age, marital status, protected veteran status, military service, disability, medical condition, genetic information, sexual orientation, gender identity, or any basis prohibited under federal, state or local law. We strive to promote an atmosphere that encourages equal opportunities and prohibits discriminatory practices, including sexual harassment. Disability Accommodation for Applicants to Freshfields US LLP Freshfields US LLP is an Equal Employment Opportunity employer and provides reasonable accommodation for qualified individuals with disabilities and disabled veterans in job application procedures. If you have any difficulty using our online system and you need an accommodation due to a disability, you may use the alternative email address below to contact us about your interest in employment at BusinessServicesRecruitment Freshfields.com , or you can send your resume to BusinessServicesRecruitment Freshfields.com , or you can call us at 1-212-277-4000. UK Inclusion Freshfields is an equal opportunities employer and all applications received by the firm will be considered by the firm on the basis of their merit alone and we welcome applications from all suitably qualified individuals regardless of background. All offers of employment will be conditional on the candidate having/securing the right to work in the UK and providing the firm with evidence of that right (as required by the Immigration, Asylum and Nationality Act 2006) prior to employment commencing. Freshfields is a Ban the Box employer. We ask applicants to disclose criminal convictions only when a conditional job offer is made. A conviction does not automatically lead to withdrawal of the offer: we make decisions on a case by case basis and take a number of factors into account (eg the role you are applying for and the circumstances of the offence). You would have the opportunity to discuss the matter with us before we make a decision.

Requirements

Must-haves

Join us to work on some of the most exciting challenges at the intersection of law, technology and business.
Partner with lawyers, practice groups, and business stakeholders to identify and prioritize AI and legal technology opportunities.
Translate legal workflows and business requirements into solution designs, and author technical design documents that carry them through architecture, security, and governance review.
Design end-to-end AI-enabled solutions that enhance legal service delivery, knowledge management, research, drafting, and operational efficiency.
Build prototypes and proofs of concept to validate solution designs before committing engineering resources.
Collaborate with Product Managers and Engineers to define requirements, prioritize features, and guide delivery.
Evaluate emerging AI, legal technology, and automation capabilities and recommend practical applications for the firm.
Ensure solutions align with architecture, security, governance, privacy, and responsible AI standards.
Lead workshops, discovery sessions, and user testing to validate requirements and drive adoption.
Drive continuous improvement by identifying opportunities to scale, standardize, and enhance legal technology solutions.
Experience and Skills
Understanding of traditional ML models and algorithms
Hands-on track record working with Python in a professional environment
Development & DevOps: Hands-on experience with git/git-flow, containerization (Docker) and CI/CD pipelines (ideally Azure DevOps)
Communication: Strong English communication skills to engage with cross-functional stakeholders
Experience with retrieval-enabled and agentic document workflows, including repository navigation, hybrid search and RAG, metadata, OCR, chunking, source citation, tool use, structured outputs and document generation.
Experience building production services with Python and Django or comparable web frameworks, including APIs, streaming interfaces and asynchronous or background job processing.
Experience working with relational databases, ideally PostgreSQL, including schema design, migrations, and query performance.
Prior experience working in legal tech or professional services firms.
Knowledge of Azure Cloud, including AKS, Service Bus, Azure OpenAI and Form Recognizer
Experience with infrastructure-as-code tools (Terraform)
Experience in agile, fast paced environments
Understanding of the security and compliance requirements of a professional services firm.

Nice-to-haves

None flagged.

Application prep

Use the role’s language and application details while tailoring your materials.

Keywords to mirror

aillmazuremlpythondockerci/cdagile

Platform: workday
Effort: long