statistical finance analyst - intern · •summarizing and visualization the important...

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© 2016 BROCADE COMMUNICATIONS SYSTEMS, INC. INTERNAL USE ONLY Ivana Jovicic San Jose, Spring 2016 Statistical Finance Analyst - Intern Brocade Communications Systems 1 © 2016 Brocade Communications Systems, Inc. CONFIDENTIAL—For Internal Use Only

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Page 1: Statistical Finance Analyst - Intern · •Summarizing and visualization the important characteristics of the data set • Taking corrective actions • Graphical techniques used

© 2016 BROCADE COMMUNICATIONS SYSTEMS, INC. INTERNAL USE ONLY

Ivana Jovicic

San Jose, Spring 2016

Statistical Finance Analyst - Intern Brocade Communications Systems

1 © 2016 Brocade Communications Systems, Inc. CONFIDENTIAL—For Internal Use Only

Page 2: Statistical Finance Analyst - Intern · •Summarizing and visualization the important characteristics of the data set • Taking corrective actions • Graphical techniques used

•  How to find an internship? •  About Brocade •  Work in Brocade – Some of the projects I was assigned for •  Coursework •  Advice

Agenda

© 2016 BROCADE COMMUNICATIONS SYSTEMS, INC. INTERNAL USE ONLY 2

Page 3: Statistical Finance Analyst - Intern · •Summarizing and visualization the important characteristics of the data set • Taking corrective actions • Graphical techniques used

•  LinkedIn •  Networking •  Job Fairs •  Job portals (such as : Indeed, Dice, Glassdoor…) •  Staffing agencies

How to find an Internship?

© 2016 BROCADE COMMUNICATIONS SYSTEMS, INC. INTERNAL USE ONLY 3

Page 4: Statistical Finance Analyst - Intern · •Summarizing and visualization the important characteristics of the data set • Taking corrective actions • Graphical techniques used

•  Technology company specialized in data and storage networking products

•  Brocade was founded in August 1995 •  Headquarters in San Jose •  Portfolios : Storage Area Network (SAN) and  Local Area

Network (LAN)

About Brocade

© 2016 BROCADE COMMUNICATIONS SYSTEMS, INC. INTERNAL USE ONLY 4

Page 5: Statistical Finance Analyst - Intern · •Summarizing and visualization the important characteristics of the data set • Taking corrective actions • Graphical techniques used

•  Assisting on quarterly forecasting products’ revenue/units on different company levels

•  Data cleaning •  Exploratory Data Analysis •  Predictive Analysis (Linear Regression, Time Series

forecasting, Classification trees )

Work in Brocade – Projects I am working on

© 2016 BROCADE COMMUNICATIONS SYSTEMS, INC. INTERNAL USE ONLY 5

Page 6: Statistical Finance Analyst - Intern · •Summarizing and visualization the important characteristics of the data set • Taking corrective actions • Graphical techniques used

•  Summarizing and visualization the important characteristics of the data set

•  Taking corrective actions •  Graphical techniques used to present efficiency of statistical

methods in forecasting revenues/units for a specific categories of Product Types that products belong

Work in Brocade – Exploratory Data Analysis

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Page 7: Statistical Finance Analyst - Intern · •Summarizing and visualization the important characteristics of the data set • Taking corrective actions • Graphical techniques used

Visualization of efficiency of statistical techniques in forecasting revenues of the specific subsets of products regarding the four PLC categories those products belongs.

Revenues vs Forecast Accuracy Q4 2015

© 2016 BROCADE COMMUNICATIONS SYSTEMS, INC. INTERNAL USE ONLY 7

Page 8: Statistical Finance Analyst - Intern · •Summarizing and visualization the important characteristics of the data set • Taking corrective actions • Graphical techniques used

•  Decision Tree algorithm to classify product lines in four categories (using rpart and C50 packages in R) :

•  1. SUSTAINING •  2. VOLATILE •  3. EOL (end of life) •  4. NPI (new product lines)

Work in Brocade – PLC classification ( ongoing project)

© 2016 BROCADE COMMUNICATIONS SYSTEMS, INC. INTERNAL USE ONLY 8

Page 9: Statistical Finance Analyst - Intern · •Summarizing and visualization the important characteristics of the data set • Taking corrective actions • Graphical techniques used

•  Revenue of SAN vs numerous predictors •  Variable selection : (packages in R : MASS and leaps) -  Stepwise Procedures -  Criterion-based procedures (AIC, BIC, Adjusted R- squared,

Mallow’s Cp Statistic)

Work in Brocade – Linear regression and model selections

© 2016 BROCADE COMMUNICATIONS SYSTEMS, INC. INTERNAL USE ONLY 9

Page 10: Statistical Finance Analyst - Intern · •Summarizing and visualization the important characteristics of the data set • Taking corrective actions • Graphical techniques used

© 2016 BROCADE COMMUNICATIONS SYSTEMS, INC. INTERNAL USE ONLY 10

Page 11: Statistical Finance Analyst - Intern · •Summarizing and visualization the important characteristics of the data set • Taking corrective actions • Graphical techniques used

•  MATH261A : Regression Theory and Methods •  MATH285 : Multivariate Data Analysis •  MATH 267: Computational Statistics •  MATH 265: Time Series

Coursework

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Page 12: Statistical Finance Analyst - Intern · •Summarizing and visualization the important characteristics of the data set • Taking corrective actions • Graphical techniques used

•  Be assertive - do not hesitate to contact people directly •  Be active on LinkedIn •  Be patient- sometimes it takes time •  Be confident

Advice:

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Page 13: Statistical Finance Analyst - Intern · •Summarizing and visualization the important characteristics of the data set • Taking corrective actions • Graphical techniques used

•  Sarah Lucas – SearchPros Global Program Director [email protected]

Best of luck in your job / internship hunting!

Contact that can be of a great help:

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Page 14: Statistical Finance Analyst - Intern · •Summarizing and visualization the important characteristics of the data set • Taking corrective actions • Graphical techniques used

Thank You

© 2016 Brocade Communications Systems, Inc. CONFIDENTIAL—For Internal Use Only 14