Data Scientist Level 2

Data Scientist Level 2

Job Category: Information Technology

Time Type: Full time

Minimum Clearance Required to Start: TS/SCI with Polygraph

Employee Type: Regular

Percentage of Travel Required: Up to 10%

Type of Travel: Local

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The Opportunity:
CACI is seeking a data scientist to develop machine learning, data mining, statistical and graph-based algorithms to analyze and make sense of datasets. You will prototype or consider several algorithms and decide upon final model based on suitable performance metrics. You will build models or develop experiments to generate data when training or example datasets are unavailable. You will generate reports and visualizations that summarize datasets and provide data-driven insights to customers. You will partner with subject matt er experts to translate manual data analysis into automated analytics. You will implement prototype algorithms within production frameworks for integration into analyst workflows.

You will be part of an overall eff ort to provide life cycle services that include systems engineering, integration, software development, testing, configuration management and training development in the following functional areas: Analytics, Knowledge Management, Information Sharing & Malware Analysis. Be part of a department with an expanding range of programs focusing on Cyber Mission Operations, where you get to grow on and between programs with peers who are dedicated to advancing national security. Cyber Mission Operations

Responsibilities:

• Work with subject matters experts (SMEs) to identify important information in raw data and develop scripts that extract this information from a variety of data formats (e.g., SQL tables, structured metadata, network logs)

• Incorporate SME input into feature vectors suitable for analytic development and testing

• Translate customer qualitative analysis process and goals into quantitative formulations that are coded into software prototypes

• Develop and implement statistical, machine learning, and heuristic techniques to create descriptive, predictive, and prescriptive analytics

• Develop statistical tests to make data-driven recommendations and decisions

• Develop experiments to collect data or models to simulate data when required data are unavailable

• Develop feature vectors for input into machine learning algorithms

• Identify the most appropriate algorithm for a given dataset and tune input and model parameters

• Evaluate and validate the performance of analytics using standard techniques and metrics (e.g. cross validation, ROC curves, confusion matrices)

• Oversee the development of individual analytic eff orts and guide team in analytic development process

• Make recommendations for analytic development toward solutions that can scale to large datasets

• Collaborate with soft ware engineers, cloud developers, and appropriate stakeholders to develop production analytics

• Develop and train machine learning systems based on statistical analysis of data characteristics to support mission automation

Qualifications:
Required:

• An active TS/SCI

• Bachelor's from an accredited college or university in a quantitative discipline (e.g., statistics, mathematics, operations research, engineering or computer science).

• Five years of experience analyzing datasets and developing analytics, five years of experience programming with data analysis soft ware such as R, Python, SAS, or MATLAB.

Desired:

• An additional two years of experience in soft ware development, cloud development, analyzing datasets, or developing descriptive, predictive, and prescriptive analytics can be substituted for a Master's degree.

• A PhD from an accredited college or university in a quantitative discipline can be substituted for three years of experience.

This position is contingent on funding and may not be filled immediately. However, this position is representative of positions within CACI that are consistently available. Individuals who apply may also be considered for other positions at CACI.

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What You Can Expect:

 

A culture of integrity.

At CACI, we place character and innovation at the center of everything we do. As a valued team member, you’ll be part of a high-performing group dedicated to our customer’s missions and driven by a higher purpose – to ensure the safety of our nation.

 

An environment of trust.

CACI values the unique contributions that every employee brings to our company and our customers - every day. You’ll have the autonomy to take the time you need through a unique flexible time off benefit and have access to robust learning resources to make your ambitions a reality.

A focus on continuous growth.

Together, we will advance our nation's most critical missions, build on our lengthy track record of business success, and find opportunities to break new ground — in your career and in our legacy. 

 

Your potential is limitless. So is ours.

Learn more about CACI here.

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Pay Range: There are a host of factors that can influence final salary including, but not limited to, geographic location, Federal Government contract labor categories and contract wage rates, relevant prior work experience, specific skills and competencies, education, and certifications. Our employees value the flexibility at CACI that allows them to balance quality work and their personal lives. We offer competitive compensation, benefits and learning and development opportunities. Our broad and competitive mix of benefits options is designed to support and protect employees and their families. At CACI, you will receive comprehensive benefits such as; healthcare, wellness, financial, retirement, family support, continuing education, and time off benefits. Learn more here.

The proposed salary range for this position is:

$86,600 - $181,800