Data Analyst
Key Skills: Data Modelling, Statistics, Python, SQL
Remote
Experience : 2+ Years
Close Date: January 15, 2023
Job Description
• Undertake statistical and predictive modelling to guide the leadership team about previous and future business performance
• Work with stakeholders throughout the organisation to identify opportunities for leveraging company data to drive business solutions
• Mine and analyse data from company databases to drive optimization and improvement of sales (go-to-market) and collections performance
• 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 optimise client experiences, revenue generation and other business outcomes
• Coordinate with different functional teams to implement models and monitor outcomes
• Improve the collection of data by building new queries and databases that will generate improved performance reporting
• Analyse raw data: assessing quality, cleansing, structuring for downstream processing
• Design accurate and scalable prediction algorithms
• Collaborate with engineering teams to bring analytical prototypes to production
• Generate actionable insights for business improvements
Key Skills
• At least 1 - 2 years' of experience in quantitative analytics or data modelling/ predictive modelling
• Deep understanding of predictive modelling, machine-learning, supervised and unsupervised learning techniques and algorithms
• Fluency in a programming language (Python, Anaconda , SQL)
• Experience of common data science toolkits such as Pandas, NumPy, Scikit-learn
• Experience with data quality assurance and data cleansing
• Familiarity with Big Data frameworks and visualization tools (Power BI)
• Appreciation of Artificial Intelligence and its application
• Commercial skills
• Strong communication skills
• Strength of conviction when the math does not match your gut feel
• Experience of working in fast moving digital business