Brillio

Associate Director, Analytics - Construction, California

Brillio$144K — $198K *
Real Estate & Construction
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • 10-15+ years of experience in analytics, AI/ML, data engineering, and enterprise applications.
  • Background in consulting, analytics advisory, or client transformation programs required.
  • Proven experience as an AI Product Owner, Analytics Lead, or Solution Architect.
  • Hands-on engineering/development background is mandatory.
  • Experience with construction, engineering, or built-environment clients preferred.
  • Strong knowledge in Machine Learning, Deep Learning, GenAI, NLP, and Computer Vision required.
  • Familiarity with data pipelines, SQL, distributed data processing, and modern cloud data ecosystems.

Responsibilities

  • Act as AI/Analytics Product Owner for construction domain clients.
  • Identify AI, analytics, and optimization opportunities with stakeholders.
  • Define product vision, roadmap, and KPIs for solutions.
  • Conduct workshops and problem framing sessions.
  • Translate business challenges into AI and analytics architectures.
  • Lead the development of AI/ML-driven solutions including Computer Vision and predictive analytics.
  • Manage stakeholder communication and governance throughout projects.

Benefits

  • Medical, Dental, and Vision Insurance with various plan options.
  • Health Savings Account (HSA) with employer contributions.
  • Company-paid Life Insurance and AD&D coverage.
  • Flexible Paid Time Off (Flexi-PTO) and paid company holidays.
  • Paid Parental Leave including various family benefits.
  • Learning and Development programs for skills enhancement.
  • Backup care support for children, elder care, and pets.
Full Job Description
Role Brief:

We are seeking a highly versatile and client-facingAssociate Director, Analytics to drive AI and analytics transformation initiatives for strategic clients in the construction and built-environment domain. This role blends the responsibilities of a product owner, analytics consultant, solution architect, and hands-on technology leader.

The ideal candidate is someone who began their career as a strong hands-on engineer/coder and has evolved into a consulting-led leadership role capable of owning business outcomes, shaping AI products, engaging senior stakeholders, and leading cross-functional delivery teams.

This individual will work at the intersection of AI/ML and analytics strategy, construction domain workflows and operational intelligence, product ownership and stakeholder management, data engineering and application architecture and full-stack AI solution delivery.

The role requires both strategic thinking and technical depth, with the ability to translate ambiguous business problems into scalable AI-enabled products and platforms.

Responsibilities:

  • Act as the primary AI/Analytics Product Owner for client engagements within the construction domain.


  • Partner with client business stakeholders to identify high-value AI, analytics, automation, and optimization opportunities.


  • Define product vision, roadmap, KPIs, feature prioritization, and release planning for AI-enabled platforms and solutions.


  • Drive discovery workshops, problem framing sessions, and use-case prioritization exercises.


  • Translate business problems into scalable data, analytics, and AI solution architectures.


  • Own stakeholder communication, executive reporting, and strategic advisory discussions.


  • Lead development of AI/ML-driven solutions involving Computer Vision, OCR/document intelligence, LLM and GenAI applications, Predictive analytics, Operational optimization, Recommendation systems.


  • Define AI solution strategy, experimentation approach, evaluation metrics, and product ionization plans.


  • Guide teams on model selection, data strategy, feature engineering, and deployment approaches.


  • Establish scalable AI governance, monitoring, and feedback-loop mechanisms.


  • Provide technical leadership across: Data Engineering, Backend/API development, Full-stack application architecture, Cloud-native analytics platforms, BI and visualization ecosystems
  • Collaborate with engineering teams to design scalable architectures and integration patterns.


  • Review technical designs, APIs, pipelines, and engineering implementation approaches.


  • Ensure alignment between product vision and technical execution.


  • Act as a trusted advisor to client leadership teams.


  • Lead requirement discussions, solution walkthroughs, demos, and steering committee updates.


  • Drive cross-functional collaboration across business, data science, engineering, and UX teams.


  • Manage delivery governance, prioritization, risks, dependencies, and execution tracking.


  • Mentor teams and foster a strong engineering and innovation culture.


Requirements:

  • 10-15+ years of experience across analytics, AI/ML, data engineering, and enterprise application delivery.


  • Prior experience in consulting, analytics advisory, or client-facing transformation programs.


  • Strong experience acting as AI Product Owner, Analytics Lead, Solution Architect, Technical Program Lead.


  • Early career experience as a hands-on software engineer/developer is mandatory.


  • Experience working with construction, engineering, manufacturing, industrial, or built-environment clients is strongly preferred.


  • Knowledge of Analytics & AI.


  • Strong understanding of Machine Learning, Deep Learning, GenAI/LLM ecosystems, NLP and Computer Vision, Predictive analytics, Statistical modelling.


  • Experience with AI product lifecycle management and production AI systems.


  • Strong knowledge of Data pipelines and ETL/ELT, Data warehousing/ Lakehouse architectures, Streaming and batch processing, SQL and distributed data processing


  • Experience with modern cloud data ecosystems.


  • Strong backend engineering foundation with experience inPython / Node.js / Java, REST APIs and microservices, Event-driven systems.


  • Understanding of modern frontend and full-stack application architecture.


  • Ability to collaborate effectively with UX/UI and product engineering teams.


  • Experience with enterprise BI and reporting ecosystems.


  • Ability to drive executive dashboards, KPI frameworks, and operational analytics solutions.


  • Familiarity with Azure/ preferably GCP ecosystems.


  • Understanding of CI/CD, MLOps, containerization, and deployment strategies.


Desired Candidate Profile:

  • Combines consulting mindset with strong technical depth.


  • Can move seamlessly between business discussions and technical architecture conversations.


  • Has strong ownership, entrepreneurial mindset, and product thinking.


  • Is comfortable working in ambiguity and building 0-to-1 AI solutions.


  • Can challenge assumptions and influence executive stakeholders.


  • Has credibility with both engineering teams and business leaders.


  • Is hands-on enough to review code/designs while operating at leadership level.


  • Demonstrates strong communication, storytelling, and workshop facilitation skills.


Preferred Background:

  • Construction technology (ConTech)


  • Blueprint/document intelligence


  • Estimation or procurement analytics


  • BIM/CAD data workflows


  • AI-powered operational platforms


  • Industrial AI or field operations analytics


  • Digital transformation consulting


Education:

  • Bachelor's or Master's degree in Engineering, Computer Science, Data Science, Analytics, or related field.


  • MBA or equivalent consulting/product management exposure is a plus.


Benefits:

Brillio offers a comprehensive benefits program for this position, subject to applicable eligibility requirements:
• Medical, Dental, and Vision Insurance with multiple plan options
• Health Savings Account (HSA) with Brillio employer contributions and Flexible Spending Accounts (FSA)
• Company-paid Life Insurance and Accidental Death & Dismemberment (AD&D) coverage
• Short-Term and Long-Term Disability coverage
• 401(k) retirement savings plan
• Flexible Paid Time Off (Flexi-PTO) and paid company holidays
• Paid Parental Leave including maternity, parental bonding, adoption, and surrogacy benefits
• Employee Assistance Program (EAP) and wellness resources
• Learning and Development programs including training and certification support
• Student Loan Contribution Program for eligible employees
• Employee discount and wellness programs including fitness, lifestyle, and family support benefits
• Backup care support for children, elder care, and pets
• Additional voluntary benefits including legal services, accident coverage, critical illness coverage, and pet insurance

Salary: 144,000-198,000 USD per year salary

About Brillio

Brillio is a technology consulting and technology services company focused on the implementation of digital technologies.

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Learn more about Brillio
Industry
Founded
2014

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