Data Scientist II (SaaS)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Data Scientist II (SaaS/ML): Developing forecasting models, customer lifecycle analytics, and AI-powered decision support for business strategy with an accent on statistical modeling and machine learning. Focus on translating complex business questions into data-driven insights, building propensity models, and automating workflows using GenAI.
Location: Hybrid in Burnaby, Canada
Salary: CAD 99,000 - 145,000 plus bonus
Company
provides cloud-first networking and security solutions that protect a significant portion of the Fortune 500.
What you will do
- Translate executive strategy questions into structured analytical problems, hypotheses, and measurable success metrics.
- Build, validate, and maintain statistical and ML models for churn, upsell propensity, and pipeline health.
- Create scenario planning, sensitivity, and what-if analysis frameworks to evaluate revenue, margin, and risk trade-offs.
- Design and operationalize KPI definitions and data quality checks to establish a single source of truth for executive reporting.
- Utilize AI and GenAI tools (AI-assisted coding, RAG-based search) to accelerate analysis and build decision-support prototypes.
- Design and analyze experiments (A/B tests, pilots) to quantify the impact of strategic initiatives.
Requirements
- 5–8 years of experience in data science or advanced analytics within B2B technology or SaaS environments.
- Expertise in statistical modeling and machine learning (time series forecasting, regression, classification, clustering).
- Strong hands-on skills in Python or R and proficiency with SQL for querying complex datasets.
- Experience with modern analytics/ML platforms such as Databricks.
- Bachelor's degree in a quantitative field (Statistics, Mathematics, Computer Science, Data Science, etc.); advanced degree preferred.
- Must be based in Burnaby, Canada to support the hybrid work model.
Culture & Benefits
- Comprehensive health coverage, generous PTO, and flexible work options.
- Modern offices featuring EV charging, healthy snacks, hackathons, and culture celebrations.
- Professional growth through learning opportunities, career-mobility programs, and leadership workshops.
- Commitment to social impact with sixteen paid volunteer hours per year and a company-matched charitable giving program.
- Inclusive environment with a dedicated “No Jerks” policy to maintain healthy collaboration.
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