Woods Bagot
We are flexible regarding which Woods Bagot studio you are based in, options including Sydney, Melbourne, Brisbane, Adelaide, Perth, New York, San Francisco, Los Angeles About Woods Bagot - Architecture for Worlds Ahead We design places that meet the challenges and opportunities of our rapidly changing world. Our commitment to exploration, impact and community creates enduring, forward thinking outcomes, unlocking humanity's highest potential. With a global design culture devoted to creativity, resilience, and purpose - we ensure every project contributes to our client's vision, inspiring future generations. Woods Bagot is part of the 7C Network. The 7C Network is an integrated network of design and architecture companies that provides "Total Place Design," a holistic approach to creating transformative environments. It combines capabilities from its constituent brands - including Woods Bagot, ERA co, Impact Futures, and Customs Bureau - to offer services in placemaking, sustainability, architecture and interior design, and luxury concepts. About the Role The Design Technology Content Specialist supports the development, maintenance, and continuous improvement of Woods Bagot's digital content ecosystem. Working as part of the global 7C Design Technology team, the role focuses on delivering high-quality, standardised content that is intuitive and easy to use for design teams, while contributing to more efficient, scalable, and data aware content workflows across platforms including Revit and other design and computational tools (e.g. Rhino, Grasshopper). In addition to developing Revit content, the role supports the evolution of content creation methods through automation, structured data application, and ongoing optimisation of the global library. The position plays a key role in ensuring content is usable, performant, and aligned with real project needs across studios, with a strong emphasis on reducing friction in day to day design workflows. Key Areas of Responsibility Develop, maintain, and update Revit content in line with established global standards, ensuring consistency, usability, and performance. Deliver content efficiently while contributing to a structured, scalable, and well organised global library. Ensure content is intuitive and easy to use for design teams, prioritising clarity, simplicity, and practical application in live projects. Apply defined parameter standards, classifications, and metadata to support documentation, scheduling, and downstream use. Review and enhance manufacturer content to meet Woods Bagot requirements for quality, usability, and performance. Support content audits and optimisation, including identifying duplication, underutilised content, and opportunities for rationalisation. Contribute to automation workflows (e.g. Dynamo, Rhino/Grasshopper or similar) to improve efficiency in content creation and management. Monitor content usage and performance, providing feedback to support continuous improvement. Test and validate content to ensure reliability, parametric behaviour, ease of use, and minimal model impact. Support library organisation and discoverability and provide day to day guidance to project teams on content usage. About You You are detail oriented and committed to delivering high quality, consistent outputs, with a strong understanding of how digital content is used within live design projects. You are comfortable working within defined standards while contributing to their ongoing refinement and take a proactive approach to identifying inefficiencies and improving workflows. You balance production delivery with problem solving and continuous improvement and have a strong interest in automation and evolving digital design processes. You bring a user focused mindset, with the ability to create content that is clear, intuitive, and easy for design teams to adopt, supported by strong communication skills and a collaborative approach. Required Experience and Skills 3-5 years' experience in BIM content development, Revit modelling, or a related design technology role. Proven capability in Revit family creation and content development. Solid understanding of parametric modelling principles and best practice content authoring. Experience applying structured parameters, metadata, and classification systems within Revit. Exposure to Dynamo or other scripting tools for automation is preferred. Exposure to Rhino, Grasshopper, or other computational design tools is advantageous. Understanding of how BIM content supports documentation, scheduling, and data outputs. Experience reviewing and improving manufacturer content for project use. Familiarity with content management platforms or structured libraries is desirable. General understanding of interoperability considerations (e.g. IFC) is beneficial. Background in architecture, engineering, or construction, with practical exposure to design documentation workflows. Applicants must have the legal right to work in their preferred location(s). 7C - Total Place Design Network 7C is an equal opportunity employer. We are committed to equal employment opportunity regardless of race, colour, ethnicity, ancestry, religion, creed, sex, national origin, sexual orientation, age, citizenship status, marital status, disability, gender identity, gender expression, and Veteran status. At 7C, we are committed to creating an environment where difference is celebrated, valued and respected, practices are equitable, and our people feel like they belong. We accept that none of us is smarter than all of us. We believe building a diverse workforce is the foundation to creativity and innovative design - it is only by working together that we can realise the potential of our people, clients and communities around us. Through our inclusive leadership and our truly global studio network, you will find your voice and have the support and flexibility required to bring your whole self to work and build an exceptional career.
We are flexible regarding which Woods Bagot studio you are based in, options including Sydney, Melbourne, Brisbane, Adelaide, Perth, New York, San Francisco, Los Angeles About Woods Bagot - Architecture for Worlds Ahead We design places that meet the challenges and opportunities of our rapidly changing world. Our commitment to exploration, impact and community creates enduring, forward thinking outcomes, unlocking humanity's highest potential. With a global design culture devoted to creativity, resilience, and purpose - we ensure every project contributes to our client's vision, inspiring future generations. Woods Bagot is part of the 7C Network. The 7C Network is an integrated network of design and architecture companies that provides "Total Place Design," a holistic approach to creating transformative environments. It combines capabilities from its constituent brands - including Woods Bagot, ERA co, Impact Futures, and Customs Bureau - to offer services in placemaking, sustainability, architecture and interior design, and luxury concepts. About the Role The Design Technology Content Specialist supports the development, maintenance, and continuous improvement of Woods Bagot's digital content ecosystem. Working as part of the global 7C Design Technology team, the role focuses on delivering high-quality, standardised content that is intuitive and easy to use for design teams, while contributing to more efficient, scalable, and data aware content workflows across platforms including Revit and other design and computational tools (e.g. Rhino, Grasshopper). In addition to developing Revit content, the role supports the evolution of content creation methods through automation, structured data application, and ongoing optimisation of the global library. The position plays a key role in ensuring content is usable, performant, and aligned with real project needs across studios, with a strong emphasis on reducing friction in day to day design workflows. Key Areas of Responsibility Develop, maintain, and update Revit content in line with established global standards, ensuring consistency, usability, and performance. Deliver content efficiently while contributing to a structured, scalable, and well organised global library. Ensure content is intuitive and easy to use for design teams, prioritising clarity, simplicity, and practical application in live projects. Apply defined parameter standards, classifications, and metadata to support documentation, scheduling, and downstream use. Review and enhance manufacturer content to meet Woods Bagot requirements for quality, usability, and performance. Support content audits and optimisation, including identifying duplication, underutilised content, and opportunities for rationalisation. Contribute to automation workflows (e.g. Dynamo, Rhino/Grasshopper or similar) to improve efficiency in content creation and management. Monitor content usage and performance, providing feedback to support continuous improvement. Test and validate content to ensure reliability, parametric behaviour, ease of use, and minimal model impact. Support library organisation and discoverability and provide day to day guidance to project teams on content usage. About You You are detail oriented and committed to delivering high quality, consistent outputs, with a strong understanding of how digital content is used within live design projects. You are comfortable working within defined standards while contributing to their ongoing refinement and take a proactive approach to identifying inefficiencies and improving workflows. You balance production delivery with problem solving and continuous improvement and have a strong interest in automation and evolving digital design processes. You bring a user focused mindset, with the ability to create content that is clear, intuitive, and easy for design teams to adopt, supported by strong communication skills and a collaborative approach. Required Experience and Skills 3-5 years' experience in BIM content development, Revit modelling, or a related design technology role. Proven capability in Revit family creation and content development. Solid understanding of parametric modelling principles and best practice content authoring. Experience applying structured parameters, metadata, and classification systems within Revit. Exposure to Dynamo or other scripting tools for automation is preferred. Exposure to Rhino, Grasshopper, or other computational design tools is advantageous. Understanding of how BIM content supports documentation, scheduling, and data outputs. Experience reviewing and improving manufacturer content for project use. Familiarity with content management platforms or structured libraries is desirable. General understanding of interoperability considerations (e.g. IFC) is beneficial. Background in architecture, engineering, or construction, with practical exposure to design documentation workflows. Applicants must have the legal right to work in their preferred location(s). 7C - Total Place Design Network 7C is an equal opportunity employer. We are committed to equal employment opportunity regardless of race, colour, ethnicity, ancestry, religion, creed, sex, national origin, sexual orientation, age, citizenship status, marital status, disability, gender identity, gender expression, and Veteran status. At 7C, we are committed to creating an environment where difference is celebrated, valued and respected, practices are equitable, and our people feel like they belong. We accept that none of us is smarter than all of us. We believe building a diverse workforce is the foundation to creativity and innovative design - it is only by working together that we can realise the potential of our people, clients and communities around us. Through our inclusive leadership and our truly global studio network, you will find your voice and have the support and flexibility required to bring your whole self to work and build an exceptional career.
Woods Bagot
We are flexible regarding which Woods Bagot studio you are based in, options including Sydney, Melbourne, Brisbane, Adelaide, Perth, San Francisco, Los Angeles About Woods Bagot - Architecture for Worlds Ahead We design places that meet the challenges and opportunities of our rapidly changing world. Our commitment to exploration, impact and community creates enduring, forward thinking outcomes, unlocking humanity's highest potential. With a global design culture devoted to creativity, resilience, and purpose - we ensure every project contributes to our client's vision, inspiring future generations. Woods Bagot is part of the 7C Network. The 7C Network is an integrated network of design and architecture companies that provides "Total Place Design," a holistic approach to creating transformative environments. It combines capabilities from its constituent brands - including Woods Bagot, ERA co, Impact Futures, and Customs Bureau - to offer services in placemaking, sustainability, architecture and interior design, and luxury concepts. About the Role You will join an established Design Technology team within the 7C Network, working across and supporting all the 7C brands, including Woods Bagot. The role sits within a focused AI innovation group operating at the intersection of design practice and emerging technology, building tools and systems that make institutional knowledge more accessible and automate existing work processes, across both design and non design functions. As an AI Specialist, you will design, build, and operate production ready AI systems - including multi agent workflows and retrieval augmented generation (RAG) - that can reason, retrieve, and recommend across complex design and operational problems. You will work closely with a Full Stack Engineer, subject matter experts, designers, and project leadership to deliver solutions that are usable, trustworthy, and impactful in real project environments. This role is intentionally open to strong candidates from either: AI experienced backgrounds outside AEC (who can learn the domain quickly with support from SMEs), AEC technology/computational backgrounds (who can rapidly deepen AI/LLM system skills as part of the role). The role spans the full lifecycle: from early prototype through to deployment and ongoing operation, in a fast moving environment that values clear thinking, technical depth, and independent decision making. Key Areas of Responsibility: Design, build, and deploy production ready AI systems, including multi agent workflows, for real world design and operational use cases. Develop and maintain RAG pipelines, including chunking strategies, retrieval methods, reranking, hybrid search, and evaluation. Translate ambiguous practice problems into clear, testable system behaviours (e.g., reasoning steps, retrieval logic, and measurable output quality). Fine tune and/or configure language models and prompts for domain specific tasks, using real world feedback loops to improve performance and reliability. Build and operate data ingestion pipelines, including live feeds from external APIs and web sources where appropriate. Integrate agents, models, data sources, and interfaces into cohesive workflows that are reliable, understandable, and usable by project teams. Collaborate across design, product, and engineering to ensure solutions align to user needs, constraints, and delivery realities. Own delivery from prototype to deployment, including refinement, release, and ongoing operational maintenance. About You You are comfortable working within a small, high-trust team environment where you are empowered to make decisions, move quickly, and clearly communicate trade offs. You enjoy translating complex domain problems into practical, computable workflows and are confident acting as a bridge between domain experts and technical implementation teams. You take a pragmatic approach to your work, focusing on outcomes, reliability, and genuine user adoption rather than experimentation for its own sake. You are also able to communicate effectively with both technical and non technical audiences, including designers and project leadership teams. You are fluent in AI assisted development workflows and are confident evaluating and adopting new tools and techniques thoughtfully and responsibly as the landscape continues to evolve. Above all, you are motivated by learning and growth. Depending on your background, you will be expected - and supported - to quickly build fluency in either AEC practice contexts or advanced AI/LLM system design. Required Experience and Skills General: 3-5 years' experience with clear evidence of delivering production systems that real users rely on - demonstrated through either: AI/ML or LLM based systems, or complex computational/automation platforms with operational constraints, measurable performance, and ongoing maintenance. Strong proficiency in Python and modern software development practices. Confidence making and defending system design decisions independently, with clear reasoning and communication. Strong collaboration and communication skills across AI, design, product, and project leadership. AI systems, agents, and orchestration: Hands on experience building and deploying multi step AI workflows (including multi agent systems or equivalent stateful orchestration patterns). Comfortable working with modern model APIs and integrating model capabilities into usable product workflows. Experience with prompt engineering and evaluation; fine tuning experience is beneficial where appropriate. Systems integration experience: connecting models/agents with data sources, services, and user interfaces into a unified workflow. RAG and retrieval: Experience designing and evaluating RAG pipelines, including chunking, retrieval strategies, reranking, and hybrid search. Vector database experience and familiarity with embedding pipelines. Understanding of retrieval strengths and failure modes, and ability to improve groundedness and relevance through evaluation and iteration. Data and Infrastructure: Experience building and operating data ingestion pipelines, including from external APIs and/or web sources where appropriate. Experience supporting production deployment and ongoing maintenance (e.g., reliability, performance, and iterative improvement). Prior experience in architecture/urban design/AEC practice, including spatial planning workflows and/or working with 3D design platforms (e.g., BIM/CAD/GIS ecosystems), and/or Experience deploying AI platforms in other complex, knowledge intensive domains (e.g., enterprise SaaS, legal, finance, healthcare, regulated or risk sensitive environments). How to Apply Please submit your up to date resume via our LinkedIn Job Post: Applications will be treated in the strictest confidence. We do not accept unsolicited resumes or names from agencies. Mandatory requirement: It is an essential requirement that at the time of applying for this position applicants must have the legal right to work in their preferred location/s (i.e. Sydney, Melbourne, Adelaide, Brisbane, Perth, San Francisco, Los Angeles) 7C - Total Place Design Network 7C is an equal opportunity employer. We are committed to equal employment opportunity regardless of race, colour, ethnicity, ancestry, religion, creed, sex, national origin, sexual orientation, age, citizenship status, marital status, disability, gender identity, gender expression, and Veteran status. At 7C, we are committed to creating an environment where difference is celebrated, valued and respected, practices are equitable, and our people feel like they belong. We accept that none of us is smarter than all of us. We believe building a diverse workforce is the foundation to creativity and innovative design - it is only by working together that we can realise the potential of our people, clients and communities around us. Through our inclusive leadership and our truly global studio network, you will find your voice and have the support and flexibility required to bring your whole self to work and build an exceptional career.
We are flexible regarding which Woods Bagot studio you are based in, options including Sydney, Melbourne, Brisbane, Adelaide, Perth, San Francisco, Los Angeles About Woods Bagot - Architecture for Worlds Ahead We design places that meet the challenges and opportunities of our rapidly changing world. Our commitment to exploration, impact and community creates enduring, forward thinking outcomes, unlocking humanity's highest potential. With a global design culture devoted to creativity, resilience, and purpose - we ensure every project contributes to our client's vision, inspiring future generations. Woods Bagot is part of the 7C Network. The 7C Network is an integrated network of design and architecture companies that provides "Total Place Design," a holistic approach to creating transformative environments. It combines capabilities from its constituent brands - including Woods Bagot, ERA co, Impact Futures, and Customs Bureau - to offer services in placemaking, sustainability, architecture and interior design, and luxury concepts. About the Role You will join an established Design Technology team within the 7C Network, working across and supporting all the 7C brands, including Woods Bagot. The role sits within a focused AI innovation group operating at the intersection of design practice and emerging technology, building tools and systems that make institutional knowledge more accessible and automate existing work processes, across both design and non design functions. As an AI Specialist, you will design, build, and operate production ready AI systems - including multi agent workflows and retrieval augmented generation (RAG) - that can reason, retrieve, and recommend across complex design and operational problems. You will work closely with a Full Stack Engineer, subject matter experts, designers, and project leadership to deliver solutions that are usable, trustworthy, and impactful in real project environments. This role is intentionally open to strong candidates from either: AI experienced backgrounds outside AEC (who can learn the domain quickly with support from SMEs), AEC technology/computational backgrounds (who can rapidly deepen AI/LLM system skills as part of the role). The role spans the full lifecycle: from early prototype through to deployment and ongoing operation, in a fast moving environment that values clear thinking, technical depth, and independent decision making. Key Areas of Responsibility: Design, build, and deploy production ready AI systems, including multi agent workflows, for real world design and operational use cases. Develop and maintain RAG pipelines, including chunking strategies, retrieval methods, reranking, hybrid search, and evaluation. Translate ambiguous practice problems into clear, testable system behaviours (e.g., reasoning steps, retrieval logic, and measurable output quality). Fine tune and/or configure language models and prompts for domain specific tasks, using real world feedback loops to improve performance and reliability. Build and operate data ingestion pipelines, including live feeds from external APIs and web sources where appropriate. Integrate agents, models, data sources, and interfaces into cohesive workflows that are reliable, understandable, and usable by project teams. Collaborate across design, product, and engineering to ensure solutions align to user needs, constraints, and delivery realities. Own delivery from prototype to deployment, including refinement, release, and ongoing operational maintenance. About You You are comfortable working within a small, high-trust team environment where you are empowered to make decisions, move quickly, and clearly communicate trade offs. You enjoy translating complex domain problems into practical, computable workflows and are confident acting as a bridge between domain experts and technical implementation teams. You take a pragmatic approach to your work, focusing on outcomes, reliability, and genuine user adoption rather than experimentation for its own sake. You are also able to communicate effectively with both technical and non technical audiences, including designers and project leadership teams. You are fluent in AI assisted development workflows and are confident evaluating and adopting new tools and techniques thoughtfully and responsibly as the landscape continues to evolve. Above all, you are motivated by learning and growth. Depending on your background, you will be expected - and supported - to quickly build fluency in either AEC practice contexts or advanced AI/LLM system design. Required Experience and Skills General: 3-5 years' experience with clear evidence of delivering production systems that real users rely on - demonstrated through either: AI/ML or LLM based systems, or complex computational/automation platforms with operational constraints, measurable performance, and ongoing maintenance. Strong proficiency in Python and modern software development practices. Confidence making and defending system design decisions independently, with clear reasoning and communication. Strong collaboration and communication skills across AI, design, product, and project leadership. AI systems, agents, and orchestration: Hands on experience building and deploying multi step AI workflows (including multi agent systems or equivalent stateful orchestration patterns). Comfortable working with modern model APIs and integrating model capabilities into usable product workflows. Experience with prompt engineering and evaluation; fine tuning experience is beneficial where appropriate. Systems integration experience: connecting models/agents with data sources, services, and user interfaces into a unified workflow. RAG and retrieval: Experience designing and evaluating RAG pipelines, including chunking, retrieval strategies, reranking, and hybrid search. Vector database experience and familiarity with embedding pipelines. Understanding of retrieval strengths and failure modes, and ability to improve groundedness and relevance through evaluation and iteration. Data and Infrastructure: Experience building and operating data ingestion pipelines, including from external APIs and/or web sources where appropriate. Experience supporting production deployment and ongoing maintenance (e.g., reliability, performance, and iterative improvement). Prior experience in architecture/urban design/AEC practice, including spatial planning workflows and/or working with 3D design platforms (e.g., BIM/CAD/GIS ecosystems), and/or Experience deploying AI platforms in other complex, knowledge intensive domains (e.g., enterprise SaaS, legal, finance, healthcare, regulated or risk sensitive environments). How to Apply Please submit your up to date resume via our LinkedIn Job Post: Applications will be treated in the strictest confidence. We do not accept unsolicited resumes or names from agencies. Mandatory requirement: It is an essential requirement that at the time of applying for this position applicants must have the legal right to work in their preferred location/s (i.e. Sydney, Melbourne, Adelaide, Brisbane, Perth, San Francisco, Los Angeles) 7C - Total Place Design Network 7C is an equal opportunity employer. We are committed to equal employment opportunity regardless of race, colour, ethnicity, ancestry, religion, creed, sex, national origin, sexual orientation, age, citizenship status, marital status, disability, gender identity, gender expression, and Veteran status. At 7C, we are committed to creating an environment where difference is celebrated, valued and respected, practices are equitable, and our people feel like they belong. We accept that none of us is smarter than all of us. We believe building a diverse workforce is the foundation to creativity and innovative design - it is only by working together that we can realise the potential of our people, clients and communities around us. Through our inclusive leadership and our truly global studio network, you will find your voice and have the support and flexibility required to bring your whole self to work and build an exceptional career.