Senior Analyst - Data Science

  • Full Time
  • Dublin City Centre

Additional Information

Job Reference: SNMOBILEANALYSTDSA

Salary: Up to €70k DOE

Contract type: Full-time

Location: Dublin City Centre

Job Activities

Our client, a performance marketing agency and technology platform, our seeking to hire skilled and passionate Senior Data Scientists to work within their Analytics and Insight teams. You will be primarily focused on console/PC games and be responsible for crunching data, building models, and extracting insights. Model outputs are used in a production environment to power live-ops (in-game monetization) and marketing (in-game, in-console, and direct). Insights are used by leadership to manage the business and improve the product. Their games are played by millions every day, and in-game monetization is part of the Analytics group, so their team has a very rich dataset to play with, and a direct path to implementing our outputs.

Responsibilities:

  • Analyse player gameplay and economy telemetry data to understand player behaviour and suggest actions to improve the player experience.
  • Build player churn prediction, spend propensity, lifetime value and marketing efficacy models.
  • Build forecasting, economic/financial, and operational efficiency models.
  • Test acquisition, engagement, marketing and monetization strategies to improve performance.
  • Work closely with development teams to provide insights into game quality, difficulty, and fun.
  • Work closely with performance marketing team to optimise targeted audiences, identify measurable KPI’s and report on performance of advertising campaigns.
  • Establish and distribute regular performance reports based on simple telemetry and advanced models.
  • Perform ad hoc analyses for finance, marketing, production and operations.
  • Present analysis findings in writing and via presentation (including for remote groups).

Contact

Shane Nolan

Recruitment Consultant

Required Skills

The ideal candidate must be able to see the underlying story in the data, build sophisticated or simple models depending on the situation, and develop a compelling communication to executives. Being a solution oriented, creative problem solver; a self-starter with the passion and enthusiasm to drive results for meaningful change is critical for this role.

  • BSc, MSc or PhD in Mathematics, Statistics, Economics, Computer Science, Data Science, Engineering, Sciences (or in another quantitative discipline).
  • 4+ years of experience data mining & analytics, building models with large, complex and multi-dimensional data sets.
  • Experience with predictive modelling techniques and accomplished in use of R or Python machine learning and related modules.
  • Experience in relational databases, SQL data carpentry. Experience with big data technologies such as Spark or NoSQL DBs a plus.  We use Snowflake for our data warehouse.
  • Experience with data visualization tools a plus, Tableau preferred.
  • Excellent communication skills, with a proven track record of working across all levels of the organization.
  • Demonstrated ability to work independently, rapidly prototyping and testing new ideas with little guidance.
  • Managerial experience is a plus, with a proven track record of improving the efficiency and output of the team.
  • Drive to solve problems, meet deadlines, and build whatever is necessary along the way.
  • Experience understanding the strengths and weaknesses of different modelling approaches and can effectively reason about when to apply different combinations and iterate.
  • Demonstrated expert communication, facilitation, and collaboration skills to effectively present, explain, influence, and advise within cross-functional teams.
  • Video games industry experience and/or gaming familiarity helpful.

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