Visionary Data Analyst for Digital Transformation

7 days ago

San Francisco, California, United States Gensler Full time

About Us

Gensler, a leading architecture and design firm, is seeking an experienced Data Scientist to join our Global Design Technology Studio.

Company Overview

We are at the forefront of digital transformation in the AEC industry, leveraging innovative technologies to drive creativity and deliver impactful designs to our clients. Our team collaborates across disciplines to co-create a design technology ecosystem that enables our practitioners to leverage cutting-edge methodologies and solutions.

Your Role

In this role, you will bring crucial leadership and technical expertise to our Design Technology team, delivering innovative solutions that connect data and outcomes from our designs to our practitioners, projects, and clients. You will demonstrate strong technical aptitude with traditional and cutting-edge methodologies for collecting, managing, analyzing, synthesizing, and assessing large datasets to identify trends, insights, and opportunities for improvement.

Key Responsibilities

  • Collaborate with the Data team to develop, train, and deploy ML classification algorithms using a continuous flow of data from data-rich design authoring tools.
  • Leverage trained data models to explore trends and define insights aligned with business and client needs.
  • 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 and 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.
  • Stay up-to-date with emerging technologies in the AEC space and provide recommendations on build vs. buy strategies.
  • Support R&D of future Strategic Insights initiatives.
  • Contribute to the convergence of multiple aspects of our overall digital strategy with data and insights generation in alignment with business goals.

Requirements

  • 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 NoSQL data sources like 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.
  • 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 like plotly, seaborn, d3, and/or streamlit.
  • Experience with Git + source control in a team environment.
  • Azure (or other cloud provider) certifications a plus.

Compensation and Benefits

The estimated salary range for this position is $120-130k per year, contingent on relevant experience, plus bonuses and benefits in Los Angeles, and $140-150k per year in San Jose and San Francisco. We offer comprehensive benefits, including medical, dental, vision, disability, wellness programs, flex spending, paid holidays, and paid time off. We also offer a 401k, profit sharing, employee stock ownership, and twice annual bonus opportunities.

Life at Gensler

We encourage every person at Gensler to lead a healthy and balanced life. Our offices reflect our people's diverse interests, and we host curated art exhibits, internal design competitions, and 'Well-being Awareness Week.' We view our professional development programs as strategic investments in our future and reimburse tuition for certain eligible programs or classes. 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.

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