Develop causal inference methodologies to understand true incrementality of product changes ... roles managing data scientists or ML engineers * Proven track record building and deploying ML ...
Quick apply
Develop causal inference methodologies to understand true incrementality of product changes ... roles managing data scientists or ML engineers * Proven track record building and deploying ML ...
Apply uplift modeling and causal inference techniques to distinguish actionable drivers of ... Work across CRM, reservations, and marketing data to create a unified view of the guest. * Build ...
Apply uplift modeling and causal inference techniques to distinguish actionable drivers of ... Work across CRM, reservations, and marketing data to create a unified view of the guest. * Build ...
Apply uplift modeling and causal inference techniques to distinguish actionable drivers of ... Work across CRM, reservations, and marketing data to create a unified view of the guest. * Build ...
Apply uplift modeling and causal inference techniques to distinguish actionable drivers of ... Work across CRM, reservations, and marketing data to create a unified view of the guest. * Build ...
Data Analyst
Orlando, FL · On-site
$70 - $73/hr
Apply causal inference techniques - including difference-in-differences, propensity score matching ... Partner with Product Managers, Engineers, and Marketers to scope experiments, define success ...
Data Analyst
Orlando, FL · On-site
$70 - $73/hr
Apply causal inference techniques - including difference-in-differences, propensity score matching ... Partner with Product Managers, Engineers, and Marketers to scope experiments, define success ...
Cleaning, managing, and analyzing large-scale longitudinal data using Stata, R, or SAS. * Causal inference, experimental/quasi-experimental design and analysis. * Missing data analysis for ...
Cleaning, managing, and analyzing large-scale longitudinal data using Stata, R, or SAS. * Causal inference, experimental/quasi-experimental design and analysis. * Missing data analysis for ...
Cleaning and managing large datasets from administrative data sources or online learning platforms ... econometrics, causal inference, experimental and quasi-experimental design and analysis, and ...
Cleaning and managing large datasets from administrative data sources or online learning platforms ... econometrics, causal inference, experimental and quasi-experimental design and analysis, and ...
Data Scientist
Miami, FL · On-site
... Revenue Management partners. • Contribute to CI/CD workflows (Azure DevOps), support data ... causal inference basics. • Ability to translate technical concepts into actionable business ...
Data Scientist
Miami, FL · On-site
... Revenue Management partners. • Contribute to CI/CD workflows (Azure DevOps), support data ... causal inference basics. • Ability to translate technical concepts into actionable business ...
You will work directly with portfolio managers and developers to improve how we generate, evaluate ... Exposure to causal inference or econometric modelling * Experience with distributed computing or ...
You will work directly with portfolio managers and developers to improve how we generate, evaluate ... Exposure to causal inference or econometric modelling * Experience with distributed computing or ...
Lead Marketing Data Scientist
Miami, FL · On-site
... networks, CRM, call tracking) and the business data warehouse. Build and maintain a unified ... causal inference experiments (synthetic control, difference-in-differences, uplift modeling)
Lead Marketing Data Scientist
Miami, FL · On-site
... networks, CRM, call tracking) and the business data warehouse. Build and maintain a unified ... causal inference experiments (synthetic control, difference-in-differences, uplift modeling)
Applied Scientist- Pricing
Miami, FL · On-site
$156K - $335K/yr
... management. This role will contribute to our broader valuation and pricing ecosystem and we're ... Experience with one or more of the following: causal inference, Bayesian modeling, structural ...
Applied Scientist- Pricing
Miami, FL · On-site
$156K - $335K/yr
... management. This role will contribute to our broader valuation and pricing ecosystem and we're ... Experience with one or more of the following: causal inference, Bayesian modeling, structural ...
Data Scientist
Tampa, FL · On-site
Operationalise ML models using MLflow on Databricks - manage the model registry, version control ... Statistical Analysis & Experimentation - A/B testing, causal inference, and hypothesis testing to ...
Data Scientist
Tampa, FL · On-site
Operationalise ML models using MLflow on Databricks - manage the model registry, version control ... Statistical Analysis & Experimentation - A/B testing, causal inference, and hypothesis testing to ...
Data Scientist
Tampa, FL · On-site
$130K - $140K/yr
Operationalise ML models using MLflow on Databricks -- manage the model registry, version control ... Statistical Analysis & Experimentation - A/B testing, causal inference, and hypothesis testing to ...
Quick apply
Data Scientist
Tampa, FL · On-site
$130K - $140K/yr
Operationalise ML models using MLflow on Databricks -- manage the model registry, version control ... Statistical Analysis & Experimentation - A/B testing, causal inference, and hypothesis testing to ...
... analysis, causal inference, statistical methods of health surveys, high-dimensional inference ... Substantial expertise in managing data coordinating centers * Strong publication record
... analysis, causal inference, statistical methods of health surveys, high-dimensional inference ... Substantial expertise in managing data coordinating centers * Strong publication record
... Senior Manager, Data Analytics & AI The position is onsite and based in Miami, Florida. The ... Strong understanding of experimental design, statistical testing, and causal inference basics.
... Senior Manager, Data Analytics & AI The position is onsite and based in Miami, Florida. The ... Strong understanding of experimental design, statistical testing, and causal inference basics.
Data Scientist
Miami, FL · On-site
... Senior Manager, Data Analytics & AI The position is onsite and based in Miami, Florida. The ... Strong understanding of experimental design, statistical testing, and causal inference basics.
Data Scientist
Miami, FL · On-site
... Senior Manager, Data Analytics & AI The position is onsite and based in Miami, Florida. The ... Strong understanding of experimental design, statistical testing, and causal inference basics.
Postdoctoral Scholar - Florida Center for Prevention Research (Full-time, OPS) (Multiple Vacancies)
Tallahassee, FL · On-site
... causal inference methods, geospatial modeling, or machine learning). * Experience with data management and secondary analysis of large administrative, health services, or population-based datasets (e ...
Postdoctoral Scholar - Florida Center for Prevention Research (Full-time, OPS) (Multiple Vacancies)
Tallahassee, FL · On-site
... causal inference methods, geospatial modeling, or machine learning). * Experience with data management and secondary analysis of large administrative, health services, or population-based datasets (e ...
Assistant Professor in Marine Biology and Ecology - Marine Biomedical Science or Quantitative Sys...
... approaches in causal inference, experimental ecology, spatial modelling, and data science ... Fisheries, protected species, and coastal ecosystem management, potentially in collaboration with ...
Assistant Professor in Marine Biology and Ecology - Marine Biomedical Science or Quantitative Sys...
... approaches in causal inference, experimental ecology, spatial modelling, and data science ... Fisheries, protected species, and coastal ecosystem management, potentially in collaboration with ...
Definire strategie di lifecycle management per modelli e prompt: retraining, A/B testing, rollback ... causal inference, design degli esperimenti, metodologie necessarie per valutare sistemi GenAI e ...
Definire strategie di lifecycle management per modelli e prompt: retraining, A/B testing, rollback ... causal inference, design degli esperimenti, metodologie necessarie per valutare sistemi GenAI e ...
Assistant Professor in Marine Biology and Ecology - Marine Biomedical Science or Quantitative System
Miami, FL · On-site
... approaches in causal inference, experimental ecology, spatial modelling, and data science ... Fisheries, protected species, and coastal ecosystem management, potentially in collaboration with ...
Assistant Professor in Marine Biology and Ecology - Marine Biomedical Science or Quantitative System
Miami, FL · On-site
... approaches in causal inference, experimental ecology, spatial modelling, and data science ... Fisheries, protected species, and coastal ecosystem management, potentially in collaboration with ...
... causal inference. Search & Discovery ML : The Search and Discovery ML team at Instacart works alongside world-class engineers, data scientists, and product managers to shape the future of search ...
... causal inference. Search & Discovery ML : The Search and Discovery ML team at Instacart works alongside world-class engineers, data scientists, and product managers to shape the future of search ...
Manager Causal Inference information
How does a Manager of Causal Inference typically collaborate with cross-functional teams to drive impactful business insights?
Managers of Causal Inference frequently work alongside data scientists, product managers, engineers, and business leaders to design and execute experiments that reveal the true impact of business decisions. They translate complex statistical findings into actionable recommendations, ensuring stakeholders understand both the methodology and implications. Regularly, they lead discussions on experiment design, data collection strategies, and result interpretation, fostering a culture of evidence-based decision-making across the organization.
What does a Manager Causal Inference do?
A Manager Causal Inference leads teams that analyze data to determine cause-and-effect relationships, often in business, healthcare, or technology settings. They design experiments or use statistical methods to understand how different factors influence outcomes, helping organizations make data-driven decisions. This role typically involves managing projects, overseeing analysts or data scientists, and communicating findings to stakeholders. Strong expertise in statistics, data analysis, and leadership is essential for success in this position.
What are the key skills and qualifications needed to thrive as a Manager of Causal Inference, and why are they important?
To thrive as a Manager of Causal Inference, you need a deep understanding of statistics, econometrics, and experimental design, typically supported by an advanced degree in a quantitative field. Proficiency with data analysis tools such as R, Python, SQL, and specialized causal inference libraries, along with experience using data visualization and project management platforms, is crucial. Strong leadership, communication, and critical thinking skills help you effectively guide teams and translate complex findings to stakeholders. These skills ensure rigorous, actionable insights that drive strategic decision-making and organizational impact.
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What are popular job titles related to Manager Causal Inference jobs in Florida? For Manager Causal Inference jobs in Florida, the most frequently searched job titles are:
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Job description
About CookUnity:
The role:Food has lost its soul to modern convenience. And with it, it has lost the power to nourish, inspire, and connect us. So in 2018, CookUnity was founded as the first-of-its-kind platform that connects the world with the source of truly great food: chefs. Today, CookUnity delivers 50 million meals a year from the industry's best chefs to homes all over the country. Fresh. Ready-to-eat. And crafted with the passion that nourishes body and soul.
Unwilling to stop there, CookUnity is expanding beyond delivery to become an ever-innovating marketplace focused on our singular mission: empower Chefs to nourish the world.
If that mission has you hungry in more ways than one, you've found the right job posting.
We're looking for a Director, Data Science/ML who will drive CookUnity's next phase of product innovation through forward-looking data science capabilities. This role goes beyond traditional analytics—you'll be responsible for building the ML and experimentation foundation that enables personalized, intelligent product experiences at scale.
You'll own the strategic vision for how data science shapes our product roadmap. You'll build and lead a team focused on predictive modeling, personalization, experimentation frameworks, and emerging ML capabilities that directly impact customer engagement, retention, and lifetime value. This is a high-impact role for someone who thinks strategically about the future of product science while remaining hands-on in driving technical execution.
Responsibilities:Strategic Vision & Product Partnership- Define and execute the product data science strategy, identifying opportunities where ML and predictive analytics can unlock step-change improvements in customer experience and business outcomes
- Partner closely with Product, Growth, Engineering, and UX leadership to influence product roadmap with data-driven insights and forward-looking ML capabilities
- Act as a thought leader on emerging data science techniques (personalization, recommendation systems, causal inference, generative AI) and their application to product problems
- Translate complex product challenges into clear data science problems with measurable success criteria
- Own the end-to-end ML lifecycle for product use cases: problem framing, feature development, model training, deployment, monitoring, and iteration
- Partner with the Growth Data Science & Analytics team to align experimentation, measurement, and modeling efforts into a cohesive end-to-end data science ecosystem.
- Build, mentor, and scale a high-performing product data science team capable of delivering both strategic insights and production ML systems
- Foster a culture of innovation, experimentation, and continuous learning within the data science organization
- Create career development pathways that attract and retain top data science talent
- Collaborate with Analytics Engineering to ensure seamless model deployment and monitoring
- Own and evolve personalization and recommendation systems that drive engagement and conversion across the customer journey
- Design and implement robust experimentation frameworks that enable rapid, high-quality product testing and learning
- Develop causal inference methodologies to understand true incrementality of product changes.
- Ensure models are observable, explainable where needed, and continuously improved post-launch
- Define product success metrics and measurement frameworks that align with business objectives
- Build scalable dashboards and monitoring systems that provide real-time visibility into product performance
- Conduct deep-dive analyses on user behavior patterns to uncover opportunities for product optimization
Qualifications:
- 10+ years of experience in data science, with at least 5 years in leadership roles managing data scientists or ML engineers
- Proven track record building and deploying ML models in production, particularly in personalization, recommendation systems, or predictive modeling
- Deep expertise in experimentation and causal inference, including A/B testing, incrementality measurement, and statistical rigor
- Strong product sense and business acumen—ability to identify high-impact opportunities and translate them into data science initiatives
- Experience in consumer tech, e-commerce, or marketplace businesses where personalization and user engagement are critical
- Excellent communication skills—ability to explain complex technical concepts to non-technical stakeholders and influence product strategy
- Hands-on technical proficiency in Python, SQL, and modern ML frameworks (scikit-learn, PyTorch, TensorFlow)
- Experience with cloud-based data infrastructure (AWS, GCP, Snowflake) and ML Ops tools (MLflow, Airflow, Kubeflow)
- PhD or Master's degree in Computer Science, Statistics, Mathematics, or related quantitative field
- Experience with real-time ML systems and feature stores
- Background in recommendation systems or two-tower/multi-modal embeddings
- Familiarity with generative AI and LLM applications in product contexts
- Experience building data science teams from scratch or through periods of rapid growth
- Prior work in subscription businesses or retention-focused products
- Knowledge of modern product analytics tools (Amplitude, MixPanel, Looker)
- 6 months: Established product data science roadmap aligned with business priorities; shipped at least one high-impact ML model to production; built strong partnerships with Product and Engineering leadership
- 12 months: Scaled the product data science function with key hires; delivered measurable improvements in personalization and customer engagement metrics; implemented robust experimentation frameworks used across product teams
Learn More About CookUnity
We believe great leadership starts with alignment on vision, values, and ways of working. To give you deeper insight into who we are and what we're looking for, we invite you to explore: CookUnity's Leadership Principles – The values and behaviors that guide how we operate, collaborate, and scale.
We hope this provides valuable insight into our culture and product vision. If this excites you, we'd love to connect!
Benefits