New

Data Analyst

Anonymous Employer

Job Summary

Analyse large amounts of raw information to improve business, build data products, models and extract valuable business insights. Support product, sales, leadership and marketing teams by providing insights gained from analysing company data. The ideal candidate is adept at using large data sets to find opportunities for product and process optimization, using models to test the effectiveness of different courses of action. The candidate should be highly analytical with a knack for analysis, math and statistics. Critical thinking and problem-solving skills are essential for interpreting data as well passion for research and machine-learning.

  • Minimum Qualification: Degree
  • Experience Level: Mid level
  • Experience Length: 3 years

Job Description

Main objective: To support product, sales, leadership and marketing teams with insights gained from analysing company data. To use large data set to find opportunities for product and process optimization as well as using models to test the effectiveness of different courses of action.


Requirements

  • Proven experience as a Data Scientist or Data Analyst

  • Experience in data mining

  • Understanding of machine-learning and operations research

  • Knowledge of R, SQL and Python

  • Experience using business intelligence tools (e.g. Tableau, Power BI) and data frameworks (e.g. Hadoop)

  • Analytical mind and business acumen

  • Strong math skills (e.g. statistics, algebra)

  • Problem-solving aptitude

  • Excellent communication and presentation skills

  • Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.

Responsibilities

  • Identify valuable data sources and automate collection processes

  • Undertake reprocessing of structured and unstructured data

  • Analyse large amounts of information to discover trends and patterns

  • Build predictive models and machine-learning algorithms

  • Combine models through ensemble modelling

  • Present information using data visualization techniques

  • Propose solutions and strategies to business challenges

  • Collaborate with engineering and product development teams

  • Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.

  • Mine and analyse data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.

  • Assess the effectiveness and accuracy of new data sources and data gathering techniques.

  • Develop custom data models and algorithms to apply to data sets.

  • Use predictive modelling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.

  • Coordinate with different functional teams to implement models and monitor outcomes.

  • Develop processes and tools to monitor and analyse model performance and data accuracy.

  • Experience analysing data from 3rd party providers: Google Analytics, Site Catalyst, Core metrics, Adwords, Crimson Hexagon, Facebook Insights, etc.

  • Experience visualizing/presenting data for stakeholders using: Periscope, Business Objects, D3, ggplot, etc.

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