Arijit Banerjee
Morristown,USA
Summary
Accomplished Senior Quantitative Equity Researcher at Jacobs Levy Equity Management, adept in Python and strategic thinking. Spearheaded the development of flagship return-prediction models, driving top-quartile performance across $25 billion in AUM. Renowned for translating complex research into actionable insights, enhancing client engagement and retention through impactful presentations.
Overview
30
30
years of professional experience
4
4
Certifications
Work History
Senior Quantitative Equity Researcher
Jacobs Levy Equity Management
Florham Park, USA
01.2005 - 01.2026
- Primary contributor to equity factor models underpinning diversified U.S. Equity strategies (long–short, dynamic/defensive, 130–30, market-neutral) managing approximately $25 billion in institutional AUM.
- Research outputs served as core alpha engines driving top-quartile performance of Jacobs Levy sub-advised funds over 3-, 5-, and 10-year horizons.
- Designed and built the firm’s flagship return-prediction models, extracting persistent, uncorrelated premia from prices, valuations, sentiment, behavioral effects, and alternative (“big data”) sources.
- Led the full life cycle of quantitative model development: idea generation, point-in-time data engineering, coding, in- and out-of-sample testing, multivariate inference (HAC), cross-validation, sensitivity and impact analysis, structural-break diagnostics, and reproducible research specifications.
- Translated empirical research into daily production systems in collaboration with IT and Portfolio Engineering, enhancing operational robustness and scalability.
- Established research documentation and replication protocols for internal validation and principal review, supporting long-term model governance.
- Provided intellectual content and substantive commentary for firm-principal publications in top practitioner journals (e.g., Financial Analysts Journal, Journal of Portfolio Management, Journal of ESG Investing).
- Delivered strategic thought leadership by pioneering research initiatives in alternative data and AI/ML-driven factor discovery.
- Developed high-impact research presentations and narratives for senior asset-management executives and institutional clients, supporting client acquisition and retention.
- Senior-most member of the firm’s quantitative research group, working in direct intellectual partnership with founders Bruce Jacobs and Ken Levy; central architect of the firm’s alpha research platform.
- Institutionalized research governance by maintaining structured minutes of bi-monthly research meetings for firm principals.
- Curated external intellectual capital by attending global conferences and webinars, distilling insights for internal deployment.
Senior Quantitative Analyst & Canadian Investment Strategist
Ned Davis Research Group
Venice, USA
08.2003 - 01.2004
- Contributed to the Ned Davis Research Group’s Equity Selection team by developing timely investment strategies and market insights for US and Canadian equity markets serving clients worldwide.
- Publication of monthly Canadian Investment Strategy paper providing clients with insights and recommendations for asset-allocation among various S&P/TSX sub-industries.
- Enhancement of alpha models used in group’s active money-management process. Explored novel quantitative techniques for dynamic statistical multifactor models addressing a broad universe of US stocks. Provided thought-leadership for the group and senior management.
- Design and development of a robust backtester (in C & R) to study model combinations.
Quantitative Equity Analyst
Fidelity Management & Research Company
Boston, USA
01.2000 - 01.2003
- Served as a core quantitative researcher within FMR’s Institutional Growth Group (formerly Quantitative Equity Research), contributing to systematic stock-selection and portfolio-optimization strategies across institutional and retail mandates.
- Drove model innovation by researching alpha ideas and integrating proprietary and third-party data sources into the research pipeline.
- Co-developed a Monte Carlo–based simulation framework for historical portfolio construction, stress-testing, and performance attribution.
- Acted as quantitative liaison to Fidelity’s fundamental analysts and portfolio managers, fostering cross-disciplinary research exchange and enhancing model interpretability.
- Participated in senior research forums, including strategy reviews chaired by FMR President Robert Pozen, contributing to quantitative investment direction across the firm.
Quantitative Modeling Analyst
Fidelity Management & Research Company
Boston, USA
01.1997 - 01.2000
- As Co-creator of core US equity product for Quantitative Equity Research: Involved in the development of a variety of quantitative stock selection models using both proprietary (FMR-specific) and conventional data sources (I/B/E/S, S&P Compustat, First Call, etc.) and the FAME 4GL programming language.
- Formulated and implemented a proprietary portfolio optimization algorithm using the CPLEX C++ optimization library on the UNIX (Solaris) platform.
- Historical simulations: developed backtesting strategies to evaluate performance of models and families of portfolios.
- Aided in the development and implementation of a core product for Canadian equities.
- Consulted with Fidelity’s London office to replicate a quantitative system for European equities.
- Developed diagnostic tools for monitoring model, portfolio performance and trading.
Senior Systems Engineer
Fidelity Management & Research Company
Boston, USA
05.1996 - 01.1997
- Supported Fidelity's Quantitative Equity Research group.
- Developed C++ class libraries (STL, RogueWave C++ libraries and FAME API) for analysis and simulation of financial time-series data and visualization using a Java-based GUI. Other important projects included capturing real-time price feed data using CORBA technology.
Education
Certificate in Quantitative Finance -
01.2004
Analyst Training Program - Accounting
Fidelity
01.1997
Course on Advanced Quantitative Techniques for Portfolio Management -
01.1996
Fellowship -
University of Michigan
Ann Arbor01.1996
Ph.D. - Experimental High Energy Nuclear Physics
University of Pennsylvania
Philadelphia, PA01.1995
Skills
- Python and R
- C/C and FORTRAN
- LaTeX typesetting
- Financial data analysis
- Quantitative modeling and statistical analysis
- Equity research and portfolio optimization
- Strategic thinking and research proposals
- Data modeling techniques
Citizenship
USA
Research Publications
- Nuclear Decay Following Deep Inelastic Scattering of 470 GeV Muons, E665 Collaboration, Phys. Rev. Lett., 74, 5198, 1995
- Equity Management, Second Edition: The Art and Science of Quantitative Investment, Bruce Jacobs & Ken Levy, McGraw-Hill, 2017
- The Challenge of Disparities in ESG Ratings, Bruce I. Jacobs and Kenneth N. Levy, Journal of Impact & ESG Investing, Spring, 2022
Databases
- Compustat
- Xpressfeed
- Capital IQ
- I/B/E/S (detail & summary)
- Bloomberg
- FactSet
- WRDS
- MSCI ESG
- ISS Governance
- US Government data
Accomplishments
Jacobs Levy 10-year Performance Award (2015)
Certification
Certificate in Quantitative Finance, program taught by Dr. Paul Wilmott (2004)
Timeline
Senior Quantitative Equity Researcher
Jacobs Levy Equity Management
01.2005 - 01.2026
Senior Quantitative Analyst & Canadian Investment Strategist
Ned Davis Research Group
08.2003 - 01.2004
Quantitative Equity Analyst
Fidelity Management & Research Company
01.2000 - 01.2003
Quantitative Modeling Analyst
Fidelity Management & Research Company
01.1997 - 01.2000
Senior Systems Engineer
Fidelity Management & Research Company
05.1996 - 01.1997
Certificate in Quantitative Finance -
Analyst Training Program - Accounting
Fidelity
Course on Advanced Quantitative Techniques for Portfolio Management -
Fellowship -
University of Michigan
Ph.D. - Experimental High Energy Nuclear Physics
University of Pennsylvania