CBRE Group, Inc

Senior AI/ML Enterprise Architect

CBRE Group, Inc • $130K — $180K *
Dallas, TX 75217In-Person
Enterprise Technology
5 - 7 years of experience
4 weeks ago
Job Overview by Ladders

Qualifications

  • Bachelor's degree in STEM or related field; MBA preferred.
  • 5+ years of experience in AI/ML solution architecture and prototyping.
  • Deep knowledge of AI/ML technologies across cloud platforms: AWS, Azure, GCP.
  • Strong understanding of cloud-native services for data management and security.
  • Proven grasp of statistical concepts and data preprocessing techniques.
  • Experience with generative AI and large language models (LLMs).
  • Excellent communication skills to convey technical and non-technical information.

Responsibilities

  • Collaborate with teams to design and prototype AI/ML solutions.
  • Architect enterprise solutions covering AI technologies like ML and generative AI.
  • Articulate a future AI vision and validate it through prototypes and MVPs.
  • Evaluate AI/ML market solutions for fitment and ROI analysis.
  • Develop roadmaps for AI and machine learning analytics areas.
  • Continuously learn and apply industry-standard AI Solutions Architecture practices.
  • Rapidly build functional prototypes and conduct model experimentation.

Benefits

  • Opportunity to work on industry-leading digital transformation projects.
  • Collaborative environment focused on innovation and customer-centric solutions.
  • Support and mentorship from experienced professionals in AI/ML.
  • Work with cutting-edge technologies in a dynamic field.
  • Exposure to various functional teams within the organization.
Full Job Description
About the role

The Digital & Technology team at CBRE is a forward thinking and innovative team, currently leading a global digital transformation. We are looking for a Senior Enterprise Architect, in Artificial Intelligence (AI) to join the global team based in Richardson, Texas. A hands-on AI/ML Enterprise Architect role demands a blend of deep technical expertise, architectural design skills, and practical implementation capabilities. You'll help solution and drive AI based transformation projects at CBRE. This area is a critical component to the enablement of our digital products.

This role involves working across multiple functions, building strong relationships with various teams such as Product Management, Technology, Data and Business Transformation teams. In addition to internal constituents, you may also work with customers and partners to understand the market requirements and to support the business, so excellent communication (written and verbal) and a passion for creating customer centric user experience is vital.

What You'll Do

  • Collaborate with business and technology teams in the identification, design, prototyping and selection of AI/ML solutions needed to deliver business value.
  • Architect and help build enterprise solutions which include components across the Artificial Intelligence spectrum such as Machine Learning, generative AI, Deep-Learning, Virtual Assistants and Cognitive Services (e.g., Vision/Image, Textual/Language processing).
  • Create and articulate future state AI vision via all the relevant architecture & design artifacts. Help validate these proposed future state architectures with hands-on prototypes and MVPs.
  • Evaluate market solutions and evolving platforms for AI/ML, and assess fitment to CBRE demands, ROI analysis, readiness and develop enterprise recommendations.
  • Assist in the development of roadmaps for AI & machine learning and other advanced analytics areas (e.g., NLP, NLQ, LLMs, Agentic AI, MCP, A2A, neural networks, computer vision, ML platforms, open-source libraries, event-driven stream processing, data lakes)
  • Continuous "outside-in" scanning, to facilitate continuous learning, hands-on understanding, & adoption of AI Solutions Architecture industry standard methodologies & techniques.
  • Rapid Proof-of-Concept (PoC) Development: Independently and quickly build functional prototypes and PoCs to test new AI models, algorithms, and approaches to solve specific business problems.
  • Model Experimentation: Conduct hands-on testing with various machine learning models, including fine-tuning large language models (LLMs), training custom models, and evaluating their performance using appropriate metrics.
  • Data Exploration and Preparation: Write scripts and use tools to perform data exploration, cleansing, and feature engineering on diverse datasets to prepare them for prototyping and model training.
  • Technical Validation: Quickly set up and test new tools, APIs, and frameworks to validate their capabilities and suitability for larger-scale implementation.
  • Architectural Mentorship: Offering support and mentorship to data science and engineering teams throughout the development, deployment, and operationalization of AI models.
  • System Integration: Design and facilitate the integration of AI/ML models into existing enterprise applications, APIs, and business workflows.

To be successful in this role you will have

  • Have an excellent technical and commercial understanding in the creation of technology solutions and outcomes for customers.
  • Ability to learn emerging technologies and to apply these technologies to tackle business problems
  • Strong desire to experiment with and learn new technologies and stay aligned with the latest community developments in AI/ML Ops/Engineering and cloud native solutions.
  • Excellent written, verbal and presentation communications skills; you will often find in situations where you have to describe problem statements, solution options, your analysis and recommendations to a mix of technical and non-technical and use strong influencing skills to gain consensus and an agreed way forward.
  • Ability to approach design with timeliness, cost and quality factors in mind. Risk identification and mitigation, quantification and qualification non-functional and functional requirements.
  • Driven digital transformation, roadmaps, target operating models, cost reduction, performance improvement

What You'll Need

  • To perform this job optimally, an individual will need to perform each crucial duty satisfactorily. The requirements listed below are representative of the knowledge, skill, and/or ability required. Reasonable accommodations may be made to enable individuals with disabilities to perform essential functions.
  • Minimum bachelor's degree qualification, with strong quantitative background (STEM education background (Science, Technology, Engineering & Mathematics) AND/OR an MBA preferred)
  • Deep knowledge of AI/ML tech across AWS/Azure and GCP.
  • Understanding of cloud-native services for data storage, compute, networking, and security
  • Proven grasp of statistical concepts (e.g., hypothesis testing, probability distributions, regression analysis).
  • Experience with data exploration, feature engineering, and data preprocessing techniques.
  • Technical proficiency, including:
  • 5+ years of hands-on AI/ML solution architecture and Hands-on prototyping and experimentation.
  • 5+ years of AWS/Azure data, Analytics and AI services
  • 3+ years hands-on of experience with data science tools and frameworks
  • Recent experience in Generative AI, Large Language Models (LLMs), Agentic AI platforms and solutions

About CBRE Group, Inc

CBRE is a vertically integrated global commercial real estate services and investment firm. The company was established in 1992 and is headquartered in Chicago, Illinois, United States.

CBRE Group, Inc Careers

Join the world-class team at CBRE Group, Inc, the global leader in real estate services and investment. At CBRE, we are committed to fostering a culture of innovation, diversity, and professional growth. Our team is composed of industry-leading experts who are passionate about shaping the future of real estate.

Work You’ll Do

At CBRE, you will have the opportunity to engage in transformative projects that reshape the landscape of modern real estate. Our professionals lead with expertise and a deep understanding of industry needs, making CBRE the epitome of excellence in the real estate sector.

Explore Job Opportunities and Internships

Whether you're starting your career or looking to make a significant impact in the real estate industry, CBRE offers a range of job opportunities and internships that will harness your skills and expand your horizons. From positions in management to roles in research and analytics, your perfect job awaits.

Innovate and Lead

Join a team where innovation and leadership go hand in hand. CBRE empowers its employees to take the lead on projects, encouraging a culture of leadership that permeates every level of the company. With CBRE, you can transform your career trajectory through meaningful work that drives the real estate market forward.

Professional Growth and Development

CBRE is dedicated to the professional growth of its employees. With comprehensive diversity training and leadership development programs, we ensure that every team member has the resources to succeed. Our commitment to professional development is unmatched, offering continuous learning opportunities and career advancement.

Benefits and Culture

At CBRE, we understand that our employees are our greatest asset. That’s why we offer competitive benefits that support both your professional and personal life. Our inclusive culture champions diversity, encouraging a workplace where every voice is heard and valued.

Networking and Career Advancement

Enhance your career through CBRE’s vast networking opportunities. Connect with industry leaders, participate in global conferences, and engage in groundbreaking projects. Our robust networking channels foster connections that lead to dynamic career opportunities and lasting professional relationships.

Join Our Team

Ready to advance your career at CBRE Group, Inc? Explore our current job openings and find out how your skills and interests align with our needs. We are always on the lookout for passionate, creative, and solution-driven team players.

Stay Connected

Keep up to date with the latest from CBRE careers by subscribing to our job alert emails. Tailor your subscription to receive updates that match your career preferences and discover the exciting opportunities that await.

Apply Now

Start your journey with CBRE today. Submit your resume, prepare for your interview, and get ready to join a company where your career will flourish. Let’s build a better future together.

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At CBRE Group, Inc, we don’t just offer jobs—we offer careers that make a difference. Join us and be a part of our journey to shape the world of real estate.
Learn more about CBRE Group, Inc
Size
105,000 employees
Market Cap
$23.8 billion
Industry
Real Estate & Construction
Net Income
$751.9 million
Founded
1906
5 Year Trend
+9.8%
Revenue
$23.8 billion
NASDAQ
CBRE
* Ladders Estimates

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