Data Analyst
Core
Uses advanced analytical algorithms and technologies (e.g. machine learning, deep learning, artificial intelligence) to mine and analyze large sets of structured and unstructured data to obtain insights and design predictive models.
Role type
Data Analyst (AI/ML focus)
Builds
Predictive models, data mining solutions, and innovative data strategies for business stakeholders.
Domain
Financial Services / Artificial Intelligence / Big Data
Deliverable
production ML models
Required skills
Deep learning, Machine learning, Mathematics, statistics & operations research, Big data, Data visualization, Computational thinking and programming, Data wrangling, Data preprocessing, Complex problem solving, Analytical acumen, Creative reasoning, Data driven decision making
Preferred skills
Trust, bias and ethics, Creative thinking, Critical thinking, Analytical and problem solving skills, Influence skills, Data driven decision making
Technologies
Machine learning, Deep learning, Big data technology
Responsibilities
Design and construct new processes for modeling data; Develop prediction systems and machine learning algorithms; Conduct large-scale analysis of information to discover patterns and trends; Provide recommendations and advice for business leaders; Collaborate with product teams to provide data-driven decision making and business planning.
Seniority
Mid-level (4-6 years experience)
