Senior Data Scientist

August 24, 2023

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Overbond

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Capital Markets • Fixed Income • Debt Capital Markets • FinTech • AI

11 - 50

💰 Venture Round on 2022-08

Description

• AWS server-less cloud architecture, Kinesis and Lambda functions logic and development • Collect, analyze and visualize big datasets using a variety of emerging technologies to help solidify our understanding of users and improve product decision-making • Assist in design, build and maintain an expanding set of robust predictive models and applications to drive forecast accuracy • Contribute towards data science initiatives to recommend actionable business insights using big data analytics and machine learning techniques • Leverage distributed and open-source computing tools for recommendations, classification, regression, and feature extraction, from logistic regression to matrix factorization, to deep learning neural networks • Prepare detailed documentation to specify data sources, models and algorithms used and developed • Collaborate with the engineering team to deploy models and algorithms in production • Effectively communicate data insights in a non-technical manner to key stakeholders and senior management team

Requirements

• Masters degree or PhD in relevant disciplines (Mathematics, Computer Science, Statistics or other quantitative related discipline) • 7 - 10 years of experience in data mining, machine learning and statistical modelling • Solid knowledge in regression, time series analysis, tree methods, neural network, sampling • Proven track record of building and demonstrating business value from predictive models and data products • Highly proficient in building statistical and algorithmic models with complex and large data sets such as supervised statistical learning, times-series analysis, regression analysis, data visualization and deep learning • Capability to architect highly scalable distributed systems, using different open source tools • Coding experience in SQL or Python or R • Experience with AWS Kinesis, DynamoDB, Lambda, Redshift, Glue, Athena and Airflow • Familiarity with Overbond product suite: Bond Trading Automation, Liquidity Scoring, Bond real-time pricing, Fixed Income ETF basket pricing, Transaction Cost Analysis (TCA), Margin Optimization and Issuance Propensity models • An entrepreneurial mindset, likes working in an agile environment, driven to ship frequently • Excellent communication and interpersonal skills • Team-oriented, pragmatic, self-starting • Likes to learn and grow with teammates in a highly collaborative and open environment • Understanding of, or interest in, finance and investments

Benefits

• Opportunity to work on a real product with very demanding paying enterprise clients • Learning and self-development opportunities through online courses and knowledge sharing lecture sessions. • Extended health coverage (Dental, Vision, Drug plan and other medical services) • Life Insurance and AD&D coverage • Monthly team lunches and social events (hosted virtually in light of Covid restrictions)