Enterprise Data Scientist - Remote (local to the DC Metropolitan area)

Employer
CACI
Location
Remote (Any State), VA, United States of America
Posted
Nov 23, 2022
Closes
Dec 23, 2022
Ref
273034
Function
IT
Hours
Full Time
Enterprise Data Scientist - Remote (local to the DC Metropolitan area)

Job Category: Science

Time Type: Full time

Minimum Clearance Required to Start: None

Employee Type: Regular

Percentage of Travel Required: Up to 10%

Type of Travel: Local

Join CACI's new Enterprise Digital Transformation and Analytics Team with a goal of making AI results accessible to the business to solve real-world problems. This team is at the intersection of understanding and driving growth analyses for the organization across Business Development, Finance, Accounting, Human Resources and Programs/Projects. This team is dedicated to developing innovative solutions driven by exploratory data analysis using multi-dimensional datasets and leveraging machine learning technologies and advanced techniques.You will bring your expertise, curiosity, innovation and customer centric approach to employ a variety of programming languages and tools for data integrations, transforming the data into database views and creating custom, repeatable predictive models. In addition, you will leverage the capabilities of AWS and the data analytics services to include the use of Amazon Athena, Amazon Redshift, Amazon Glue, etc. along with other related toolsets.

More About the Role:

The Enterprise Data Scientist role is responsible for innovative data and business solutions by applying your knowledge of statistics, machine learning, programming, data modeling, visualization and advanced mathematics to recognize patterns and identify opportunities. As part of the customer centric methodology, you will work directly with senior customers to understand the business, processes and how the data is used for decision activities and pose business questions to help drive data discoveries, data design, and prototypes. Use an agile, analytical approach to design, develop, and evaluate descriptive and predictive models and advanced algorithms on both structured and unstructured data. Generate and test hypotheses and derive patterns, trends, and correlations. Buildrepeatable machine learning systems to automate predictive models. Effectively consult and communicate withsenior leaders of the results of the data models.

Use a combination of tools in AWS and software languages and libraries to develop ML algorithms to analyze huge volumes of historical data, run tests, perform statistical analyses, interpret results, and document machine learning processes. Be able to review data diagrams to understand entity relationships and data values that define uniqueness, analyze data to confirm relationships and identify potential data quality issues. Use critical thinking to assess deficiencies in existing solutions and provide recommendations for improvements.

Remote with access to the Washington DC Metropolitan area.

You'll Bring These Qualifications:

  • In depth knowledge and practical experience using a variety of machine learning techniques: classification and regression algorithms with an emphasis on natural language processing
  • Strong Python programming experience
  • Experience with machine learning and statistical libraries such as NLTK, Scikit-Learn, SciPy, NumPy and Pandas; familiarity with modern deep learning frameworks, such as TensorFlow, Keras, and/or PyTorch.
  • Ability to visualize and present data and results in a clear and intuitive way using tools such as Matplotlib, Plotly, Seaborn, and Jupyter Notebooks.
  • Experience with SQL and other various non-SQL databases and object stores
  • Typically has a University Degree or equivalent experience and minimum 5 years of related work experience
  • Strong analytical, organizational and data management skills
  • Ability to conduct in-depth data analyses to assist in validating business assumptions and investigating issues. A firm understanding of database concepts and entity relationships
  • Bachelors' Degree or equivalent experience and minimum 5 years of related work
  • U.S. Citizenship Required


These Qualifications Would be Nice to Have:

  • Experience with AWS cloud architecture and tools is preferred but not required
  • Project experience using natural language processing techniques
  • Ability to work in a time critical environment and prioritize workload effectively
  • Ability to interact professionally with a diverse group of executives, managers, and subject matter experts
  • Ability to keep information organized and confidential
  • Strong written and verbal communication skills


What We Can Offer You:

- We've been named a Best Place to Work by the Washington Post.

- Our employees value the flexibility at CACI that allows them to balance quality work and their personal lives.

- We offer competitive benefits and learning and development opportunities.

- We are mission-oriented and ever vigilant in aligning our solutions with the nation's highest priorities.

- For over 60 years, the principles of CACI's unique, character-based culture have been the driving force behind our success.

Company Overview: At CACI, you will have the opportunity to make an immediate impact by providing information solutions and services in support of national security missions and government transformation for Intelligence, Defense, and Federal Civilian customers. CACI is an Equal Opportunity Employer - Females/Minorities/Protected Veterans/Individuals with Disabilities.

Pay Range: The proposed salary range for this position is $59,900-$119,800. There are a host of factors that can influence final salary including, but not limited to, Federal Government contract labor categories and contract wage rates, relevant prior work experience, specific skills and competencies, geographic location, 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. Employment benefits include health and wellness programs, income protection, paid leave and retirement and savings.

As a federal contractor, CACI is subject to any federal vaccine mandates or other customer vaccination requirements. All new hires are required to report their vaccination status.

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