Design Technology Data Scientist

Gensler; London; On-site; GBP 50,000 - 90,000; Full time

Job summary

An innovative firm is seeking a Data Scientist to join their Global Design Technology Studio. This role involves leveraging advanced methodologies and technological solutions to drive impactful design outcomes. The ideal candidate will possess strong technical skills in machine learning, data analysis, and visualization, collaborating with a dynamic team to enhance design processes. Join a forward-thinking organization that values diversity, creativity, and professional development, while enjoying comprehensive benefits and a supportive work culture. This is an exciting opportunity to make a significant impact in the design technology landscape.

Benefits

Medical Insurance

Dental Insurance

Vision Insurance

Disability Programs

Wellness Programs

Profit Sharing

Bonus Opportunities

Professional Development Reimbursement

Tuition Reimbursement

Qualifications

• 10+ years of experience in statistical analysis and machine learning.
• Proficiency in Azure services and data visualization tools.
• Ability to collaborate in a creative environment.

Responsibilities

• Develop and deploy ML algorithms using data from design tools.
• Define data pipelines in MS Azure for insights delivery.
• Support R&D of future Strategic Insights initiatives.

Skills

Statistical Analysis

Machine Learning

Predictive Modeling

Data Manipulation

Problem Solving

Collaboration

Data Governance

Creativity

Education

Bachelor's in Data Science

Master’s in Data Science

Bachelor's in Statistics

Bachelor's in Applied Math

Bachelor's in Computer Science

Tools

Azure Machine Learning

Azure Databricks

Azure Data Factory

PowerBI

SQL

Python

R

Git

Job description

Your Role

Placed at the heart of Gensler’s People + Process + Technology, the Global Design Technology Studio drives the firm’s digital transformation of our creative and project delivery practices throughout the globe. Our ultimate outcome is to co-create a design technology ecosystem that enables our practitioners to leverage the most advanced methodologies and technological solutions reaching a new level of creativity and delivering the most impactful designs to our clients. So, if you are a disruptive technologist that’s ready to change the world with big and impactful ideas, we want you to join our growing and innovative award-winning team!

The Global Design Technology Studio at Gensler is looking for a Data Scientist to join our team. In this role, you will bring crucial leadership and capability into our Design Technology team that is delivering innovative solutions connecting the data and outcomes from our designs to our practitioners, projects, and clients through a highly creative and collaborative culture. You will be required to demonstrate strong technical aptitude with traditional and cutting-edge methodologies for the collection, management, analysis, synthesis, and assessment of large datasets with an objective of identifying trends, insights, and opportunities for improvement.

What You Will Do

• Collaborate with the Data team to develop, train and deploy ML classification algorithms leveraging a continuous flow of data originating and extracted from data-rich design authoring tools.
• Leverage the outcomes of trained data models to explore trends and define insights in alignment with business and client needs.
• Define and develop data pipelines in MS Azure to deliver data and insights via Web APIs into data visualization platforms and other Gensler IP in partnership with Data Engineering colleagues.
• Collaborate with studio colleagues on strategies & innovative solutions for driving insights back into early stages of the design process.
• Research opportunities and implement the integration and correlation of additional datasets such as geospatial data, proprietary data, and operational data.
• Research emerging technologies in the AEC space and make recommendations on build vs. buy strategies.
• Support R&D of future Strategic Insights initiatives.
• Support a fast-growing data-driven design community of practitioners in the firm.
• Support and drive technical upskilling of project teams to implement sophisticated PowerBI solutions on projects.
• Participate in the convergence of multiple aspects of our overall digital strategy with data and insights generation in alignment with business goals.

Your Qualifications

• Bachelor's or Master’s degree in Data Science, Statistics, Applied Math, or Computer Science, along with equivalent practical experience in Applied Data, Data Engineering, and/or Data Science.
• 10+ years of strong practical experience in statistical analysis, machine learning, and/or predictive modeling (AEC Industry experience a plus).
• Ability to work in a highly creative environment and collaborate on solutions to complex problems.
• Track record of staying current with best practices and new technology solutions.
• Proficiency with Azure services such as Azure Machine Learning, Azure Databricks, and Azure Data Factory leveraging data sources from SQL and No SQL data sources such as graph, Cosmos DB, JSON in Blob Storage, and vector databases.
• Proficiency in SQL, Python, and R (or equivalent) programming languages for data manipulation, analysis, and model development.
• Experience with various machine learning & generative AI technologies, performance evaluation, and creating end-to-end ML pipelines in Azure.
• Experience with generative AI models & development frameworks, specifically around LLMs and NLP.
• Understanding of Data governance practices, data privacy regulations, and security best practices.
• Proficiency with Data Visualization Tools like PowerBI (DAX, Power Query, etc.) as well as tools for visualizing ML and GenAI apps such as plotly, seaborn, d3 and/or streamlit.
• Experience with using Git + source control in a team environment.
• Experience with Microsoft Fabric is a plus.
• Experience with development of serverless compute services like Azure Functions is a plus.
• Computer Vision experience is a plus.
• Experience in REST API service development is a plus.
• C# as well as event-driven architectures is a plus.
• Azure (or other cloud provider) certifications is a plus.

Life at Gensler

Gensler is committed to Diversity, Equity and Inclusion through our Five Strategies. In partnership with our clients, we strive to create a just and equitable future for our communities and our colleagues. We celebrate our diversity and are focused on creating an inclusive workplace environment for all.

As a people-first organization, we are as committed to enjoying life as we are to delivering best-in-class design. From internal design competitions to research grants to “Well-being Week,” our offices reflect our people’s diverse interests.

We encourage every person at Gensler to lead a healthy and balanced life. Our comprehensive benefits include medical, dental, vision, disability, and wellness programs. We also offer profit sharing and twice annual bonus opportunities.

As part of the firm’s commitment to licensure and professional development, Gensler offers reimbursement for certain professional licenses and associated renewals and exam fees. In addition, we reimburse tuition for certain eligible programs or classes. We view our professional development programs as strategic investments in our future.