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Bank of America Corporation

Hadoop Data Scientist

Bank of America Corporation - Atlanta, GA

Job Description:

We are looking for a really curious data scientist to form the core of our Applied Data Science team within the Data Services group for the Global Information Security (GIS) Cyber Security Technology (CST) organization.  CST is the organization charged with the research, development and innovative engineering of security solutions across the bank.

This role will involve working directly with security operators and leaders throughout GIS to develop solutions to complex predictive analytic problems involving diverse input data sources including real-time data.  This person will be expected to work alongside a team of Hadoop engineers to develop theories using security data, analyze the requirements of our stakeholders and provide expertise in a fairly complex technical environment.

The ideal candidates should be comfortable during technical demonstrations and be able to discuss the specifics of machine learning algorithms and preprocessing methods.  The candidate will be supporting our tactical hunt team functions by providing expertise in exploratory data analysis, pattern discovery and advanced analytical techniques (e.g. neural networks, deep learning) to anticipate or detect undiscovered threats.

The overall role will support strategic cyber risk analysis discussions through repeatable, data-driven, quantitative methods using all available data sources.  We need candidates who can identify data gaps and help drive data strategy within GIS Data Services.

Success for this role will be achieved by identifying previously undiscovered intrusions or by improving the bank’s security posture or the measurement thereof.  The goal is to create new strategic and tactical value from security-relevant data through the dedicated exploration, analysis and investigation of that data using leading edge analytic technologies and techniques.

THIS POSITION CAN BE LOCATED ANYWHERE IN THE U.S.

Required Skills & Experience:

Educational background in Mathematics, Statistics, Computer Science, Information Science or Engineering

Excellent organizational, writing and interpersonal skills

Experience with programming languages such as Java, Python, Perl or C

Understanding of the Hadoop platform (e.g. MapReduce, Hive, Impala, Spark, Flume, Kafka) and related Big Data technologies

Knowledge of R or SAS

Fluency with SQL on one or more relational databases such as Microsoft SQL Server, MySQL, Postgres or Oracle

Desired Skills & Experience:

3 years of cyber security experience with subject matter expertise in one or more domain areas of cyber security

Hands-on experience integrating predictive or other analytical models in corporate environments

Strong stakeholder interaction skills similar to those of a technical consultant

Demonstrable experience integrating application programming interfaces (APIs) of varying type

Skill in applying machine learning techniques such as deep learning, recommender systems or natural language processing to statistical problems using such tools as Mahout, scikit-learn or MLLib

Compelling ranking on Kaggle

Enterprise Role Overview:

As an experienced professional, provide advice to client management with regard to moderately complex security issues. Assists in the review, development, testing and implementation of security plans, products and control techniques. Coordinates the reporting data security incidents. Provides technical support to the client and management and staff in risk assessments and implementation of appropriate data security procedures and products. Monitors existing and proposed security standard setting groups. State and Federal legislation and regulations. Identifies and escalates changes that will affect information security policy, standards and procedures. Executes security controls to prevent hackers from infiltrating company information or jeopardizing e-commerce programs. Researches attempted efforts to compromise security protocols. Administers security policies to control access to systems and maintains the company firewall. Works on complex problems where analysis of situations or data requires an in-depth evaluation of various factors. Exercises judgment within broadly defined practices and policies in selecting methods, techniques, and evaluation criterion for obtaining results. Work leadership may be provided by assigning work and resolving problems. Typically 5-7 years of IT experience.

Shift:

1st shift (United States of America)

Hours Per Week: 

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Excellent organizational, writing and interpersonal skills

Experience with programming languages such as Java, Python, Perl or C

Understanding of the Hadoop platform (e.g. MapReduce, Hive, Impala, Spark, Flume, Kafka) and related Big Data technologies

Knowledge of R or SAS

Fluency with SQL on one or more relational databases such as Microsoft SQL Server, MySQL, Postgres or Oracle

Desired Skills & Experience: 3 years of cyber security experience with subject matter expertise in one or more domain areas of cyber security

Hands-on experience integrating predictive or other analytical models in corporate environments

Strong stakeholder interaction skills similar to those of a technical consultant

Demonstrable experience integrating application programming interfaces (APIs) of varying type

Skill in applying machine learning techniques such as deep learning, recommender systems or natural language processing to statistical problems using such tools as Mahout, scikit-learn or MLLib

Compelling ranking on Kaggle

Enterprise Role Overview: As an experienced professional, provide advice to client management with regard to moderately complex security issues. Assists in the review, development, testing and implementation of security plans, products and control techniques. Coordinates the reporting data security incidents. Provides technical support to the client and management and staff in risk assessments and implementation of appropriate data security procedures and products. Monitors existing and proposed security standard setting groups. State and Federal legislation and regulations. Identifies and escalates changes that will affect information security policy, standards and procedures. Executes security controls to prevent hackers from infiltrating company information or jeopardizing e-commerce programs. Researches attempted efforts to compromise security protocols. Administers security policies to control access to systems and maintains the company firewall. Works on complex problems where analysis of situations or data requires an in-depth evaluation of various factors. Exercises judgment within broadly defined practices and policies in selecting methods, techniques, and evaluation criterion for obtaining results. Work leadership may be provided by assigning work and resolving problems. Typically 5-7 years of IT experience. Shift: 1st shift (United States of America) Hours Per Week: 40>

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9 days 5 hours ago

Bank of America Corporation

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Hadoop Data Scientist Bank of America Corporation - Atlanta, GA, United States

   

Location: Atlanta, GA

Company Profile:
Bank of America Corporation, through its subsidiaries, provides various banking and financial products and services for individual consumers, small and middle market businesses, institutional investors, corporations, and governments in the United States and internationally. The company’s Consumer & Business Banking segment offers traditional and money market savings accounts, CDs and IRAs, checking accounts, and investment accounts and products, as well as credit and debit cards; and lending related products and services, working capital management, and treasury solutions. This segment provides its products and services through operating 5,100 banking centers, 16,300 ATMs, call centers, and online and mobile banking platforms. Its Consumer Real Estate Services segment offers consumer real estate products comprising fixed and adjustable-rate first-lien mortgage loans for home purchase and refinancing needs, home equity lines of credit, and home equity loans. The company’s Global Wealth & Investment Management segment provides investment and brokerage, estate and financial planning, fiduciary portfolio management, cash and liability management, and specialty asset management services; and retirement and benefit plan, philanthropic management, and asset management services. Its Global Banking segment provides various commercial loans, leases, commitment facilities, trade finance, real estate and asset-based loans, and consumer loans; treasury management, foreign exchange, and short-term investing options; and debt and equity underwriting and distribution, and merger-related and other advisory services. The company’s Global Markets segment offers sales and trading services for securities and derivative products in primary and secondary markets; market-making, financing, securities clearing, settlement, and custody services to institutional investor clients; and risk management products. The company was founded in 1874 and is based in Charlotte, North Carolina.