Jobs
From: Anitra Holland
Date: Fri, 3 Aug 2001 09:24:26 -0400
Subject: Faifax, VA (Washington, DC area): Senior Data Miner at Mantas, Inc.
Company Overview:
Mantas delivers business intelligence and compliance solutions for the
global financial services industry. Using advanced knowledge discovery
technology-developed together with banking and brokerage experts-the Mantas
platform proactively collects and analyzes transaction data, then highlights
and disseminates relevant, actionable information. By providing an
unparalleled level of insight, Mantas allows financial institutions to
monitor and analyze customer, account, and transaction information across
the entire organization for a complete and accurate picture of behaviors of
interest. As a result, it's now possible to detect suspect behavior early
enough to mitigate risk; report and prioritize findings without manual
intervention; comply with changing regulations; and increase revenue by
identifying up-sell and cross-sell opportunities.
Senior Data Miner Job Description:
Major Responsibilities
- Develop MANTAS pattern sets for defined products using repeatable
engineering and data mining processes; help refine and evolve those
processes to incorporate best practices for product development
- Map various business scenarios to MANTAS patterns and data elements
- Provide data mining support to cross-functional Product Development
teams to build out the MANTAS product line
- Provide data mining support to Customer Care teams to debug and tune
existing MANTAS patterns and to develop custom MANTAS patterns for specific
customers
- Research and evaluate 3rd party OLAP, query and statistical analysis
products
- Develop a working knowledge of data mining as it applies to the
financial services domain in the following areas: trading and market making,
money laundering within banking and brokerage firms, and retail brokerage
customer surveillance
- Maintain and enhance personal technical skills (breadth and depth)
to support the MANTAS product line and data mining needs
- [Architect] Develop, refine and actively promote data mining and
MANTAS pattern set development processes and ensure that these processes are
harmonized with other development processes as prescribed by the Rational
Unified Process (RUP)
- [Architect] Define pattern set packaging standards and techniques to
be incorporated within the entire product packaging process as well as the
processes for the management of pattern library releases
- [Architect] Help establish a product vision and development and
test environment and assure data mining product components meet and/or
exceed the accepted industry standards for commercial software products
- [Architect] Mentor other data miners and advise them on how to
approach certain problems and to resolve technical issues
- [Lead] Prepare detailed pattern set development plans and level of
effort estimates for meeting product roadmap release requirements
- [Lead] Track progress of pattern development teams; ensure roadmap
milestones are met
- [Lead] Manage data mining staffing issues; participate in reviewing
internal candidates, and selecting and interviewing external candidates;
participate with Product Development and Customer Care in balancing
available resources with company priorities
- [Lead] Establish standard data mining processes and monitor to see
that they are being followed, including configuration management and version
control processes
Minimum Requirements
- Strong data analytical skills
- Ad hoc prototyping skills using multiple techniques to solve a
myriad of business scenarios
- Expertise in on-line analytical processing (OLAP) and statistical
analysis
- Familiarity with SQL and other standard database query tools
- Working knowledge of relational databases such as Oracle, Sybase,
UDB, SQLServer, and Data Marts and Data Warehouses
- Experience with the NT and Unix operating systems
- Solid verbal and written communication skills
- Travel is expected and may require up to 30% of overall time
- [Architect] Deep expertise in the MANTAS data mining and pattern
development processes gained through multiple customer engagements and
product development activities
- [Lead] Intimately familiar with the MANTAS data mining and pattern
development processes necessary to guide a team through the various steps in
the proper sequence
- [Lead] Mature, self-starting, self-motivating, and capable of making
decisions independently
- [Lead] Excellent team building and communication skills.
Preferred Background
- Financial services domain expertise in the following areas: trading
and market making, money laundering within banking and brokerage firms, and
retail brokerage customer surveillance
- Familiarity with UML notation and the Rational Unified Process
- Working knowledge of the software engineering disciplines and
technologies associated with the MANTAS product line (C++, Java, JSP, HTML,
SQL)
- [Architect] Deep expertise in on-line analytical processing (OLAP)
and statistical analysis
- [Lead] Significant experience leading data mining teams responsible
for developing and integrating complex systems.
- [Lead] Demonstrated planning, execution, project tracking and
control, and leadership experience.
Contact: Anitra Holland
Email: mantas_njob
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