Responsibilities:

• Responsible for conducting research on the investment sectors of the firm and able to communicate cross-functionally with stakeholders to build, maintain, and scale the firm’s insights through curating bespoke models (ranging from hedonic, regression models up to advanced machine-learning models)
• Develop, Build and Maintain systematic, automated machine learning models to project localized economic trends into actionable products.
• Collaborate with internal stakeholders and portfolio companies to make sure models meet business needs, are actively monitored, and are scalable
• Ability to interpret complex economic problems and break down research projects into structured machine learning research projects.
• See through the end-to-end deployment of machine learning solutions, incorporating some back-end data engineering workflows via cloud-based solutions (prototype to production deployment)
• Drive continuous improvement and best practices for the team’s data quality and ultimately model performance

Qualifications

• Strong academic background in a relevant field (Computer Science, Engineering)
• 4 Years of professional experience in an environment prioritizing accuracy and quality of work
• Highly proficient of a scientific computing language (Matlab, Python, Perl, R, etc.) and expert with common software/database development flows and tools (Linux, git, AWS/Azure, SQL (Snowflake), NoSQL (MongoDB), etc.)
• Strong expertise in AI/ML platform engineering, modern data platforms and data structures interfacing within cloud-based environments
• Experience within AI/ML pipelines, MLOps and production ML/Deep Learning models (exposure across training, evaluating and deploying solutions)
• Demonstrated workflow and time management skills capable of advancing multiple projects with varying timelines
• Open to critical thinkers inside and outside of the financial industry, searching for passionate individuals interested in disrupting a legacy sector
• Judgement – ability to work decisively under time pressure from time to time