Quantitative Researcher Resume Sample
Rosendo Auer
270 Stamm Turnpike,
Boston,
MA
+1 (555) 316 2925
Work Experience
Senior Quantitative Researcher
11/2015
-
PRESENT
Boston, MA
- Building, back-testing and maintaining Wilshire’s proprietary financial models (risk, optimization, derivatives valuation, and other)
- Writing original quantitative research to promote Wilshire Analytics’ thought-leadership
- Strong background in applied statistics and causal inference
- Research experience with very large data sets and experiments
- Applied research experience, preferably focused on measurement of media consumption, consumer behavior or marketing effectiveness
- Experience building better marketing stories through data and research, preferably focused on media consumption behaviors, media planning optimizations, and consumer purchasing behavior
- Excellent statistical and data analysis skills (e.g. significance testing, regression modeling, etc.), experience working with SPSS, R, or similar statistical packages
- Passion for Instagram
Quantitative Researcher
02/2013
-
05/2015
Houston, TX
- Master’s or Ph.D. in the social sciences (e.g., Psychology, Communication, Sociology, Political Science, Economics), OR in a quantitative field (e.g., Statistics, Informatics, Econometrics) with experience answering social questions
- Competitive Salary including the following benefits apply: -Medical Benefits -Dental Benefits -Vision Benefits -Pension Benefits -Life Assurance -Ride2Work -Childcare Benefits -Other Benefits Gym Pruhealth Partner Gyms -Transport -Laundry Benefit 2015 UK Holiday Calendar -Paid Time Off (PTO): 25 Paid vacation days per year
- Building, back-testing and maintaining Wilshire’s proprietary financial models (risk, yield curve, derivatives valuation, and other)
- Applied research experience, including cross-publisher measurement
- A thorough understanding of machine learning, experimental design, and causal inference
- Consistent experience with large structured and unstructured data sets
- Experience in applied research with focus areas such as media consumption, consumer behavior or marketing effectiveness
- Experience in working with advertising technology platforms (e.g. DoubleClick, Atlas, etc..)
Intern, Quantitative Researcher
06/2006
-
10/2012
Detroit, MI
- Experience translating research findings into publications, industry white papers, and experience with client presentations
- Experience with statistical modeling, data mining techniques and sampling
- Relevant experience with applied statistics including sampling approaches, causal modeling, time series analysis, and data mining techniques
- Experience in applied product research
- Experience working with large scale data
- Experience with applied statistics
- Develop novel approaches where traditional methods won’t do
Education
University of Minnesota, Morris
2000 - 2005
Science's Degree in Statistics
Professional Skills
- Strong programming skills in C++, Python or Java. Experience in MATLAB, S+, R or similar package
- Strong coding skills in Python, R and/or Matlab as well as data bases like SQL/Hadoop. Experience with Tableau or other visualization software beneficial
- Strong development skills with experience in Python
- Excellent programming, scripting and scientific computing skills (ideally in Python)
- Strong quantitative and problem solving skills, including familiarity with some programming languages
- Strong programming skills in R or Python, leveraging a Linux environment
- Strong programming skills in Matlab, R, C++, C#, Java, and Excel VBA
How to write Quantitative Researcher Resume
Quantitative Researcher role is responsible for programming, research, languages, python, modeling, design, analysis, sql, analytical, intermediate.
To write great resume for quantitative researcher job, your resume must include:
- Your contact information
- Work experience
- Education
- Skill listing
Contact Information For Quantitative Researcher Resume
The section contact information is important in your quantitative researcher resume. The recruiter has to be able to contact you ASAP if they like to offer you the job. This is why you need to provide your:
- First and last name
- Telephone number
Work Experience in Your Quantitative Researcher Resume
The section work experience is an essential part of your quantitative researcher resume. It’s the one thing the recruiter really cares about and pays the most attention to.
This section, however, is not just a list of your previous quantitative researcher responsibilities. It's meant to present you as a wholesome candidate by showcasing your relevant accomplishments and should be tailored specifically to the particular quantitative researcher position you're applying to.
The work experience section should be the detailed summary of your latest 3 or 4 positions.
Representative Quantitative Researcher resume experience can include:
- Build cross functional relationships with Product, Analytics, Engineering and Marketing Science leads to solve problems, identify opportunities for impact, and shape long-term product roadmaps with a balance of technical rigor and strategic considerations
- Strong programming skills (Python, Java)
- Working experience in combining quantitative findings with qualitative research data and recommending actions
- Programming experience using R, Matlab, Python
- A thorough understanding of causal inference, with experience leveraging observational data and addressing challenges from missing data
- Experience in statistics including experimental design, sampling approaches, modeling, and data mining techniques
Education on a Quantitative Researcher Resume
Make sure to make education a priority on your quantitative researcher resume. If you’ve been working for a few years and have a few solid positions to show, put your education after your quantitative researcher experience. For example, if you have a Ph.D in Neuroscience and a Master's in the same sphere, just list your Ph.D. Besides the doctorate, Master’s degrees go next, followed by Bachelor’s and finally, Associate’s degree.
Additional details to include:
- School you graduated from
- Major/ minor
- Year of graduation
- Location of school
These are the four additional pieces of information you should mention when listing your education on your resume.
Professional Skills in Quantitative Researcher Resume
When listing skills on your quantitative researcher resume, remember always to be honest about your level of ability. Include the Skills section after experience.
Present the most important skills in your resume, there's a list of typical quantitative researcher skills:
- Excellent communication skills and enjoyment of collaborating to solve practical problems
- Excellent analytical and research design skills, able to distill complex research in a clear and compelling manner that inspires action
- Demonstrate intermediate skills in at least one programming language (like Python, C++, Java)
- Computer skills: proficiency in computer programming, statistical analysis and numerical techniques. Strong familiarity with Python and MatLab
- Strong programming skills in languages such as Java, Python, C++ and SQL
- Good communication and presentation skills and the ability to explain technical concepts to a non-technical audience
List of Typical Experience For a Quantitative Researcher Resume
1
Experience For Senior Quantitative Researcher Resume
- Hands-on quantitative market research experience across a broad range of methodologies. Experience gained supplier side is favorable
- Advanced math skills with great attention to detail
- Prior experience with ads product development and established track record of innovation
- Effectively document use cases and requirements
- Experience in quantitative modelling and developing trading strategies
- Relevant experience ideally within Hedging, Variable Annuity, Quantitative Risk Management, (Path-dependent) Derivative Pricing, Scenario
2
Experience For Intern, Quantitative Researcher Resume
- Data mining and modelling experience
- Proven ability to conduct alpha research utilizing large data sets
- Practical programming experience in Python, Matlab, and/or R
- Experience with big data processing and cloud infrastructure
- Demonstration of high intellectual capacity and curiosity; Strong work ethic (takes ownership), self-starter and quick-study mentality
- Strong problem-solver who is driven, self-motivated, and an "outside of the box" thinker
3
Experience For Quantitative Researcher Equities Resume
- Solid analytical knowledge in areas of probability, statistics, calculus, and linear algebra
- Experience with Matlab, SQL, financial data, and econometrics
- Experience with or knowledge of mathematical analysis
- Experience in applied product research
- Analyzing data using statistical software packages (e.g., STATA, R)
- Preparing technical reports and journal articles and presenting findings to clients and the public
4
Experience For Senior Quantitative Researcher for Equity Derivatives Resume
- Assisting with the design of research plans, and the development and drafting of new business proposals
- Leading and managing junior quants/data scientists and data engineers
- Making use of intra-day data to develop new trading strategies
- Conducting research and prototype development of risk models which help our clients to assess the financial risk of their portfolios
- Carrying out applied research on topical themes in the financial industry, such as the development of stress test scenarios
- Writing research papers and blog posts to disseminate the findings of core and applied research
- Managing client calls on specific requests and commercial proposals (with Sales)
- Developing conceptual frameworks/logic models that guide project work
5
Experience For Quantitative Researcher & Programmer Resume
- Providing assistance to clients for analytical or statistical expertise
- Understanding of fundamental investment research in equity and credit markets
- Researching how to optimally implement macro model themes across multiple instrument types
- Developing systematic trading strategies, from idea generation and data collection to analysis and model creation
- Applying advanced modeling techniques and market knowledge to large, novel or unconventional data sets
- Opening opportunities to pursue previously unexplored research topics
- Developing hedging strategies, from idea generation and data collection to analysis and model creation
6
Experience For Quantitative Researcher, R&D Resume
- Desire and interest in advancing machine learning within the trading industry
- Modern portfolio theories (including portfolio optimization and portfolio construction) and risk modeling (including multi-factor model)
- Implement and deploy quantitative trading strategies worldwide across multiple asset classes, spanning the 23-hour global trading day
- Machine learning / Big data analysis on various underlying / regions / timeframes
- Reseach interesting trading ideas from academic papers, blogs, and other sources
- Data modelling and development of systematic trading strategies
- In depth understanding and working knowledge of various quantitative and statistical techniques
- Assist in building, maintenance and continual improvement of production and trading environments
- Develop forecasts and building predictive and profitable trading models
7
Experience For Data Analyst / Quantitative Researcher Resume
- Able to implement trading strategies using Python. Ideally, familiarity with Linux/Unix
- Independently implement trading strategies using Python. Ideally, familiarity with Linux/Unix
- Interact with production group over data acquisition, cleaning and storing
- Do programming and large scale data analysis, and be able to pick up additional programming languages quickly
- Proficiency in data processing, data mining, and data visualization
- Fluency in using scientific computing tools like R, Python, and SAS
- A passion for understanding financial markets through empirical data analysis and modelling
- Knowledge of machine learning including dimensionality reduction, tree-based classification/regression and (deep) neural networks
8
Experience For Quantitative Researcher, Growth Resume
- Help and support the development of a robust quantitative research framework using various programming languages
- Data Science, Data Analysis, Machine Learning, Neural Networks, Deep Learning
- Master’s or PhD in a quantitative field such as Computer Science, Engineering, Statistics, Economics or Political Methodology
- In a quantitative field, such as consulting, market research, etc
- Contribute to the continuous improvement of the investment process and the team’s research and trading infrastructure
- Investigate the properties of Invesco’s order flows by developing new and rigorous transaction cost analysis
- Masters or PhD in a quantitative field such as Mathematics, Engineering, etc
9
Experience For Quantitative Researcher, SMB Resume
- Be a senior member of the team and help drive and deliver on the team’s growing research agenda
- Innovative person who enjoys building unconventional models and portfolios
- Resourceful about getting things across the finish line
- Implement and back test quantitative strategies, portfolio optimization and trading algorithms in R, Python, Matlab, FactSet, etc
- Develop statistical models and machine learning frameworks for evaluation of execution methods and algorithms
- Conduct rigorous research to support efficacy reporting and research audit
10
Experience For CIB Risk-quantitative Researcher Resume
- Conduct data analysis using both platform data and off-platform data to inform and advance product development and improvement
- Partner with Product and Engineering teams to identify opportunities to build solutions for Consumer Research
- Supervise local staff, including researchers, field workers or data collectors
- Investigate the properties of Invesco’s orders by developing rigorous transaction cost analysis
- Research the properties of trading algorithms and investigate their optimal usage
List of Typical Skills For a Quantitative Researcher Resume
1
Skills For Senior Quantitative Researcher Resume
- Detail oriented, good communication skills, and a collaborative personality
- Programming skills: object oriented programming, C++, Matlab, Python, SQL
- Problem solving skills, willingness to learn new concepts and methodologies as needed, quickly, and apply them to new problem solving scenarios
- Expand your coding and empirical research skills and conduct in-depth quantitative analysis
- Deliver insights that effectively solve business problems by combining objective context with an expert point of view
- Deal effectively with ambiguity, change and adapt appropriately to a range of situation
- Possess intermediate skills in at least one programming language (like C, C++, Java, or Python)
2
Skills For Intern, Quantitative Researcher Resume
- Generating scalable and effective processes that build upon our existing data sets
- Understanding of the structure and drivers of volatility markets. Ideally, at least two years' experience in systematic volatility trading strategy research
- Experience with or knowledge of designing trading algorithms, analyzing equity trading data, interpreting trading cost analysis reports, and diagnostics
- Experience with or knowledge of maintaining and extending trading databases and trade analytics
- A doctorate and substantial deep learning research experience in an area such as computer vision, natural language processing or generic machine learning
- Experience writing survey questions and using survey authoring platforms (e.g., Qualtrics, SurveyMonkey, etc.)
- Have experience conducting an in-depth research project, examining real-world data, and publishing your results
- Adept coding experience utilizing at least one of the following: C++, Matlab, Python, Perl. VBA is a prerequisite
3
Skills For Quantitative Researcher Equities Resume
- Adept programming experience utilizing at least one of the following: C++, Matlab, Python, Perl. VBA is a prerequisite
- Proven ability to conduct alpha research (direction and/or volatility) utilizing large data sets, including, but not limited to, intraday tick data
- Experience working with intraday financial data, building predictive models
- A doctorate and substantial research experience in an area of computational statistics, machine learning, or natural language processing
- Extensive experience programming in SAS, R/Python or other statistical computing packages
- Experience building and maintaining quantitative research infrastructure
- Direct experience using machine learning with large (GB/TB) datasets
- Experience in working with advertising technology platforms (e.g. DoubleClick, Atlas, etc.)
- Experience building analytical models and working with structured and unstructured data sets
4
Skills For Senior Quantitative Researcher for Equity Derivatives Resume
- Data mining and modeling experience
- Solid understanding of accounting and financial statement analysis
- Experienced in combining big/behavioral data with survey data, AB testing and/or quasi experiments is favorable
- Experienced in designing and executing studies across multiple countries, cultures and languages
- Work experience as a quantitative researcher for a systematic options trading business or automated options market maker
- Demonstrated ability to analyze data using generalized linear models; multivariate analysis techniques; structural equation models; item response models
- Experience with or knowledge of programming in Python, SQL, Excel/VBA, and SAS
- Experience with or knowledge of trading and portfolio construction techniques
- Experience communicating analyses and results to any audience
5
Skills For Quantitative Researcher & Programmer Resume
- Experience working in Zambia
- Strong interest in and eager to learn about the quantitative trading business
- Practical, "hands-on" experience in one or more deep learning technologies such as CNNs, RNNs, and LSTMs
- Strong grasp of quantitative finance techniques including econometrics, portfolio optimization and factor models
- Interest in sports data/analytics with a strong understanding of US Sports--NFL, NBA, MLB, NHL
6
Skills For Quantitative Researcher, R&D Resume
- Strong proficiency with SQL, R and at least one of the following: PHP, JavaScript or Python
- Experience in applied research with focus areas such as operation research, consumer behavior or marketing
- Experience in communicating analysis and results to any audience
- Quantitative research/modeling experience in Equities
- Practical programming experience in Python, C++, Matlab, and/or R
- At least four years' experience in systematic trading strategy research
- Demonstrated interest in financial markets and systematic trading
- Experience in SQL or other programming languages
7
Skills For Data Analyst / Quantitative Researcher Resume
- Experience communicating results and analyses to influence the overall strategy of Consumer Research
- Experience in statistical analysis (e.g., hypothesis testing, regressions)
- Self-starter and team player with a strong work ethic willing to work in an unstructured environmenr
- Quantitative finance experience, including time-series analysis, financial databases for equities, and portfolio analysis/construction concepts
- A very strong aptitude for data and statistics including fluency in Excel and SPSS and ability to confidently converse with our analytics partners
- Collect, compile, validate, interpret, and analyze data and trends using standard practices and techniques
- Quantitative Research experience
8
Skills For Quantitative Researcher, Growth Resume
- Previous experience with Equities, Arbitrage, and Futures
- Strong Equities and/or Futures knowledge
- Experience with Unix, Python, and large datasets (> 1TB)
- A background in finance or experience in the financial services industry is desirable but not essential
- Practical "hands-on" experience of
- Experience in global quantitative equity research and portfolio management
- Strong economic intuition and investor mindset
9
Skills For Quantitative Researcher, SMB Resume
- Strive for effective communication that results in teamwork, shared knowledge and ideas
- Relevant work experience of 5-10 years related to the above mentioned responsibilities
- Fluent in R, Matlab, Python, and/or C/C++ with extensive database experience
- Hands-on experience with allocation methodologies for complex portfolios
- Supporting actuarial analysis and reporting, performing and reviewing complex financial analyses by automating and streamlining processes
- Evaluating and improving the trading performance of our in-house algorithmic trading suite
- Designing, backtesting, and implementing trading algorithms
10
Skills For CIB Risk-quantitative Researcher Resume
- Mentoring junior research analysts, sharing approaches to solving concrete problems, and providing feedback on the work of others
- Applying data-driven research leveraging datasets across mostly intraday time horizons producing production-quality code
- Monitoring performance across existing/new ideas while feeding that insight back to the research process
- Applying appropriate analysis techniques and statistical programming to the collection, examination, and reporting of quantitative data
- Building predictive models and analytics for reporting and forecasting
List of Typical Responsibilities For a Quantitative Researcher Resume
1
Responsibilities For Senior Quantitative Researcher Resume
- Select and deselect analytics priorities, insights and data based on ability to drive our desired outcomes
- M.S. or PhD in Computer Science, Statistics, or other quantitative discipline with an emphasis on machine learning
- Work collaboratively with senior quantitative research analysts to develop an understanding of complex financial markets, products, and strategies
- Evolve trading strategies and methodologies to improve current systems
- Introduce new and alternative data sets into the trading process
- Diagnostics’ of models to understand trading problem and perform rudimentary code fixes
2
Responsibilities For Intern, Quantitative Researcher Resume
- Analyse, refine and maintain our strategies backtesting changes to improve performance
- Interest in sports data/analytics with an understanding of US Sports--NFL, NBA, MLB, NHL and Tennis
- Knowledge of an object-oriented programming language (Java, Python, Ruby, etc.)
- Interest in, and willingness to apply, agile techniques for undertaking research
- Understand KPI’s of different SMB tiers and influence tier strategies through qualitative and quantitative research
3
Responsibilities For Quantitative Researcher Equities Resume
- PhD or exceptional Masters qualification in a quantitative subject
- Substantial knowledge/understanding of the structure and drivers of returns in financial markets, in particular some or all of the equities sectors (equity futures & cash equities). A demonstrable interest in algorithmic trading, financial
- Tackle in-depth research projects and communicate complex ideas clearly
- Innate curiosity, resourcefulness and attention to detail
- High French & English proficiency
4
Responsibilities For Senior Quantitative Researcher for Equity Derivatives Resume
- Work with the portfolio managers and research team to develop new strategies
- Add value primarily through hands-on quantitative/statistical research
- Support management or portfolios. Create insightful analysis and commentary
- Design and implement systematic strategies that can exploit market abnormalities
- Undergraduate, MS, or PhD candidates in finance, computer science, mathematics, physics, or other quantitative discipline
5
Responsibilities For Quantitative Researcher & Programmer Resume
- Contribute towards research & development of new investment strategies and ETF product development
- Build analytical tools for portfolio risk and return management
- Perform risk & return attribution to understand results
- Analyze competitor products, build asset allocation models and track market trends
- Masters or PhD in Finance, Economics, Mathematics, Physics, Statistics or other quantitative disciplines
- Knowledge of advanced statistical methods and empirical analysis
6
Responsibilities For Quantitative Researcher, R&D Resume
- Familiarity with academic research in quantitative finance and factor models
- Build backend services for capture, storage and analysis of various datasets required to measure transaction costs
- Develop web front end for Trade Cost Analysis (TCA)
- Research market impact and information transfer phenomena for various asset classes
- Enable product and Efficacy & Research teams to evidence the efficacy of key products and services to support evidence based sales and marketing and improve the impact of customer implementation
7
Responsibilities For Data Analyst / Quantitative Researcher Resume
- Perform item level analyses to
- Apply your expertise in quantitative analysis, data mining, and the presentation of data to uncover unique actionable insights about markets, audiences, industries and media
- Inform, influence, support, and execute analysis that feeds into our Consumer Research projects
- Inform, and align to, our larger Consumer Research strategy and editorial calendar
- Evaluating new datasets for alpha potentialContributing to the continuous improvement of the investment process and the team’s research and trading infrastructure
- MS or PhD in any quantitative discipline
8
Responsibilities For Quantitative Researcher, Growth Resume
- Work closely with product teams, as well as other researchers, to identify important research questions
- In process of obtaining Ph.D. in the social sciences (e.g., Psychology, Communication, Sociology, Political Science, Economics), or in a quantitative field (e.g., Statistics, Informatics, Econometrics) with experience answering social questions
- Experience in data manipulation and analysis (R/SAS/Stata, SQL/Hive)
- Experience in quantitative research methodologies (e.g., survey sampling and design, significance testing, regression modeling, experimental design, behavioral data analysis)
- Hands-on research experience with problems in the social or biomedical sciences, or in the Internet industry
- Build cross-functional relationships with Product, Analytics and Engineering to shape long-term product roadmaps with a balance of technical rigor and strategic considerations
- Design and implement strategic enhancements to our investment technology and AI platforms
- Hands on experience applying AI concepts to solve equity investment problems, including unstructured data, machine learning, and natural language processing
- Solid analytical and organizational skills, ability to communicate complex ideas and great attention to detail
9
Responsibilities For Quantitative Researcher, SMB Resume
- Able to work under pressure, prioritize different tasks and requirements
- Reframe complex business problems into clear research questions
- Design, conduct and manage world-class quantitative primary research including questionnaire design, analysis, report/memo writing and recommendations. Synthesize secondary, qualitative, quantitative and behavioral data
- Partner with your product colleagues to influence business decisions across the organization including: algorithms, product and editorial creative, design and marketing
- Focus your energy on research initiatives that deliver maximum member and business impact
- Advanced knowledge in probability and statistics
- Fluency in IT: object oriented languages (with a preference for C#), statistical / analytics programming languages (with a preference for R and Python) and databases
10
Responsibilities For CIB Risk-quantitative Researcher Resume
- Open and inquisitive mind, strong interest in research
- Generation, Quantitative Research or related function
- Apply quantitative analysis techniques and methods
- Coordinate with local, regional, and international organizations on research opportunities
- Communicate project updates and results to clientele
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