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Richmond, Virginia Vaco Technology


Responsibilities
* Work collaboratively with the Director of Trading to develop and implement TLC trading analytics architecture to
enable best execution and optimize costs across the trading lifecycle
* Gain technical understanding of transaction cost analysis, including relevant TCA models, benchmarks, data
structures, means of access and limitations
* Build effective working relationships with our TCA vendors to fully leverage existing capabilities and
integrate relevant future enhancements as needed
* Leverage data analytics to quantify and increase transparency into execution outcomes. Create custom reports,
visualizations and interactive dashboards to effectively convey trading costs, risks and opportunities and provide
insights on how the desk can optimize overall execution in alignment with investment team objectives
* Measure and evaluate daily production activities to identify opportunities for enhanced workflow efficiencies,
improved risk management and increased desk capacity
* Expand trading analytics availability to related applications (capacity analysis, liquidity risk analytics, alpha
profiling, optimization of order sizing/timing, trader alpha ranking) through extraction, normalization and
standardization of projected and actual historical implementation cost data from TCA vendors into our data
warehouse
* Work closely with Operations to ensure accurate transaction billing and settlement and timely responsiveness to
internal/external client requests
* Assist in process transformation from manual/excel-driven procedures to automated, risk-controlled workflows

Qualifications and Skills
* Bachelor's degree in Quantitative Finance or Computer Science and/or extensive coursework in data science and
visualization, or relevant prior (2+ years preferred) ETL and analytics experience utilizing Python, R, SQL,
Tableau
* Experience leveraging Python libraries (NumPy, Pandas, Matplotlib, BeautifulSoup) and Requests module for
data extraction, analytics, visualization
* Exceptional logical reasoning, analytical skills and a strong interest in leveraging technology in a data-driven
framework
* Self-starter with the ability to innovate through creative and lateral thinking
* Passion and intellectual curiosity for data/analytics reporting within the investment industry
* Strong work ethic, ability to self-motivate, prioritize and multi-task under deadlines while maintaining accuracy
and poise
* Superior communications and interpersonal skills with proven ability to collaborate effectively in a dynamic small
team environment
* High ethical standards and the ability to identify and rectify weaknesses in workflows and processes
* Attention to detail, accuracy and pride in work produced
* Open-minded, inclusive and respectful of diverse viewpoints and backgrounds
* Familiarity with US equity market structure, trade management system(s) is a plus - provided by Dice
Richmond, Virginia Vaco Technology


Responsibilities
* Work collaboratively with the Director of Trading to develop and implement TLC trading analytics architecture to
enable best execution and optimize costs across the trading lifecycle
* Gain technical understanding of transaction cost analysis, including relevant TCA models, benchmarks, data
structures, means of access and limitations
* Build effective working relationships with our TCA vendors to fully leverage existing capabilities and
integrate relevant future enhancements as needed
* Leverage data analytics to quantify and increase transparency into execution outcomes. Create custom reports,
visualizations and interactive dashboards to effectively convey trading costs, risks and opportunities and provide
insights on how the desk can optimize overall execution in alignment with investment team objectives
* Measure and evaluate daily production activities to identify opportunities for enhanced workflow efficiencies,
improved risk management and increased desk capacity
* Expand trading analytics availability to related applications (capacity analysis, liquidity risk analytics, alpha
profiling, optimization of order sizing/timing, trader alpha ranking) through extraction, normalization and
standardization of projected and actual historical implementation cost data from TCA vendors into our data
warehouse
* Work closely with Operations to ensure accurate transaction billing and settlement and timely responsiveness to
internal/external client requests
* Assist in process transformation from manual/excel-driven procedures to automated, risk-controlled workflows

Qualifications and Skills
* Bachelor's degree in Quantitative Finance or Computer Science and/or extensive coursework in data science and
visualization, or relevant prior (2+ years preferred) ETL and analytics experience utilizing Python, R, SQL,
Tableau
* Experience leveraging Python libraries (NumPy, Pandas, Matplotlib, BeautifulSoup) and Requests module for
data extraction, analytics, visualization
* Exceptional logical reasoning, analytical skills and a strong interest in leveraging technology in a data-driven
framework
* Self-starter with the ability to innovate through creative and lateral thinking
* Passion and intellectual curiosity for data/analytics reporting within the investment industry
* Strong work ethic, ability to self-motivate, prioritize and multi-task under deadlines while maintaining accuracy
and poise
* Superior communications and interpersonal skills with proven ability to collaborate effectively in a dynamic small
team environment
* High ethical standards and the ability to identify and rectify weaknesses in workflows and processes
* Attention to detail, accuracy and pride in work produced
* Open-minded, inclusive and respectful of diverse viewpoints and backgrounds
* Familiarity with US equity market structure, trade management system(s) is a plus - provided by Dice