About the Role
The Senior Analyst will be part of a cross-functional team focused on developing mixed marketing models for clients. The ideal candidate is a proactive self-starter well-versed in the data modeling process, including data collection, tidying, statistical modeling, and communicating insights to non-technical teams.
Responsibilities
- Collaborate with the project lead to understand client objectives and design robust statistical and econometric attribution models.
- Develop, validate, and refine statistical and econometric models, including Marketing Mix Models, to measure marketing effectiveness across channels.
- Build statistical analyses aligned with business needs, focusing on ROI, marginal returns, and budget optimization.
- Utilize open-source MMM tools such as Google Meridian, Meta Robyn, and Light-weight MMM, while exploring custom modeling approaches when necessary.
- Explore and implement a variety of statistical and analytical techniques, including linear and non-linear regression, Bayesian time-series forecasting, hierarchical models, and machine learning algorithms.
- Prepare and manage structured and unstructured data sources, ensuring data quality through effective ETL processes and rigorous validation checks.
- Automate data pipelines and model workflows using tools like SQL, Python, dbt, or Airflow to improve efficiency and scalability.
- Conduct scenario simulations, what-if analyses, and incrementality tests to validate model outputs and improve attribution accuracy.
- Work closely with the project lead to translate complex analytical outputs into actionable insights and strategic recommendations for clients and industry stakeholders.
- Interpret model results within the context of the client’s business and industry to identify relevant trends, growth opportunities, and actionable strategies.
- Communicate technical concepts effectively to both technical and non-technical stakeholders through clear storytelling, visualizations, and presentations.
Requirements
- Proficient in SQL, Python, and/or R for data manipulation, statistical modeling, and automation.
- Strong knowledge of statistical methods, including regression analysis, Bayesian modeling, time-series forecasting, and causal inference techniques.
- Experience with data visualization tools such as Tableau, Power BI, or Python libraries to create clear, impactful dashboards and reports.
- Familiarity with cloud platforms like AWS, Google Cloud (BigQuery), or Azure for large-scale data processing.
- Understanding of marketing channels (TV, digital, search, social, OOH) and how they influence business outcomes.
- Strong problem-solving skills with the ability to approach complex business challenges analytically and strategically.
- Excellent communication and presentation skills, with the ability to convey technical findings to non-technical audiences.
- Experience in project management, with the ability to manage timelines, deliverables, and stakeholder expectations effectively.
- Experience with open-source MMM frameworks and advanced machine learning techniques.
- Knowledge of marketing attribution models, budget allocation strategies, and optimization techniques.
- Background in experiment design, including A/B testing and geo-lift studies for marketing campaigns.
Skills
- SQL
- Python
- R
- Statistical Modeling
- Regression Analysis
- Bayesian Modeling
- Time-Series Forecasting
- Causal Inference
- Data Visualization
- Tableau
- Power BI
- Plotly
- Seaborn
- Matplotlib
- AWS
- Google Cloud
- BigQuery
- Azure
- Marketing Channels
- Problem-Solving
- Communication
- Presentation Skills
- Project Management
- MMM Frameworks
- Machine Learning
- Marketing Attribution
- Budget Allocation
- Optimization Techniques
- Experiment Design
- A/B Testing
- Geo-lift Studies
- ETL Processes
- dbt
- Airflow
Location
- Toronto
Work Type
- Full time
- Permanent
Experience Level
- Senior
Salary/Compensations
- $75k-80k
Benefits
- Medical
- Dental
- RRSP
- Paid time off
About the Company
- For over 120 years, innovation has been a core tenet of our offering – exploring new ways to reach, engage and nurture relationships with audiences.
- Together we drive a multiplier effect for clients at a global scale, through the development of Integrated Growth Solutions that are underpinned by our promise to clients: innovating to impact.
- Be a force for good. Sustainability is a vital part of our business and an important area of focus for our clients. We’re leading the way – helping to build a more sustainable planet.
- Dream loud. In this moment of transformation, we need our people to be fearless, embracing change and ambiguity, driven by the love for their work and excitement for the future.
- Team without limits. We create opportunities for connection and collaboration between our colleagues and clients, building a sense of belonging and having some fun along the way.
Equal Opportunity
- We know through experience that different ideas, perspectives and backgrounds foster a stronger and more creative work environment that delivers better business results.
- We strive to create workplaces that reflect the clients we serve and where everyone feels empowered to bring their full, authentic selves to work.
- We are committed to working with our candidates from all ability levels throughout the recruitment process to ensure that they have what they need to be at their best.
- If you need accommodation during the application or interview process, please contact Canada.Recruitment@dentsu.com or to begin a conversation about your individual accessibility needs throughout the hiring process.
