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Job Details

Manager Data Scientist/Statistics - Financial Services

Company name
KPMG International

Location
Los Angeles, CA

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Profile

Known for being a great place to work and build a career, KPMG provides audit, tax and advisory services for organizations in today's most important industries. Our growth is driven by delivering real results for our clients. It's also enabled by our culture, which encourages individual development, embraces an inclusive environment, rewards innovative excellence and supports our communities. With qualities like those, it's no wonder we're consistently ranked among the best companies to work for by Fortune Magazine, Consulting Magazine, Working Mother Magazine, Diversity Inc. and others. If you're as passionate about your future as we are, join our team.

KPMG is currently seeking a Manager, to join our Advanced Data Analytics Organization within the Financial Services Industry. Applicants must be currently authorized to work in the United States without the need for visa sponsorship now or in the future.

Responsibilities:

Analyze and model structured data using advanced statistical methods and implement algorithms and software needed to perform analyses

Build recommendation engines, spam classifiers, sentiment analyzers and classifiers for unstructured and semi-structured data

Cluster large amount of user generated content and process data in large-scale environments using Amazon EC2, Storm, Hadoop and Spark

Perform machine learning, natural language, and statistical analysis methods, such as classification, collaborative filtering, association rules, sentiment analysis, topic modeling, time-series analysis, regression, statistical inference, and validation methods

Help drive client engagements focused on big Data and advanced business analytics, in diverse domains such as product development, marketing research, public policy, optimization, and risk management; communicate results and educate others through reports and presentations

Perform explanatory data analyses, generate and test working hypotheses, prepare and analyze historical data and identify patterns

Qualifications:

A minimum of six years of professional experience working as a Data Scientist

Master's degree or PhD from an accredited college/university in Computer Science, Statistics, Mathematics, Engineering, Bioinformatics, Physics, Operations Research, or related fields, with a strong mathematical background with ability to understand algorithms and methods from a mathematical viewpoint and an intuitive viewpoint

Experience with command-line scripting, data structures and algorithms and ability to work in a Linux environment, processing large amounts of data in a cloud environment

Strong knowledge in at least one of the following fields: machine learning, data visualization, statistical modeling, data mining, or information retrieval

Strong data extraction and processing, using MapReduce, Pig, and/or Hive preferred

Ability to travel up to eighty percent of the time

KPMG LLP (the U.S. member firm of KPMG International) offers a comprehensive compensation and benefits package. KPMG is an equal opportunity employer. All qualified applicants are considered for employment without regard to race, color, creed, religion, age, sex/gender, national origin, ancestry, citizenship status, marital status, sexual orientation, gender identity or expression, disability, physical or mental handicap unrelated to ability, pregnancy, veteran status, unfavorable discharge from military service, genetic information, personal appearance, family responsibility, matriculation or political affiliation, or other legally protected status. KPMG maintains a drug-free workplace. KPMG will consider for employment qualified applicants with criminal histories in a manner consistent with the requirements of applicable local, state or federal law (including San Francisco Ordinance number 131192). No phone calls or agencies please.

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Company info

KPMG International
Website : http://www.kpmg.com

Company Profile
KPMG LLP, the audit, tax and advisory firm, is the U.S. member firm of KPMG International Cooperative ("KPMG International"). KPMG International’s member firms have 145,000 professionals, including more than 8,000 partners, in 152 countries. KPMG delivers a globally consistent set of multidisciplinary services based on deep industry knowledge. Our industry focus helps KPMG professionals develop a rich understanding of clients' businesses and the insight, skills, and resources required to address industry-specific issues and opportunities.

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