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Data Preprocessing Jobs in Maryland (NOW HIRING)

AI Model SME

Fort George G Meade, MD · On-site

$70.75 - $91/hr

... with data preprocessing, feature engineering, and exploratory data analysis • Experience optimizing AI/ML models including compression, pruning, quantization, and distributed training • ...

361 - AI Engineer

Linthicum, MD · On-site

$126K - $141K/yr

Develop and optimize data preprocessing pipelines to ingest, clean, transform, and vectorize product documentation, source code, and test results for LLM consumption. * Design and implement database ...

Develop and optimize data preprocessing pipelines to ingest, clean, transform, and vectorize product documentation, source code, and test results for LLM consumption. Design and implement database ...

Showing results 21-40

Data Preprocessing information

What is data preprocessing?

Data preprocessing is the process of cleaning, transforming, and organizing raw data into a usable format for analysis or machine learning. It involves steps such as handling missing values, removing duplicates, normalizing or scaling data, and encoding categorical variables. Proper data preprocessing helps improve the quality and performance of predictive models by ensuring the data is accurate, consistent, and suitable for analysis.

What are the key skills and qualifications needed to thrive as a data preprocessing specialist, and why are they important?

To thrive as a Data Preprocessing Specialist, you need a strong background in statistics, data cleaning, and data transformation, often supported by a degree in computer science, data science, or a related field. Proficiency with tools such as Python (pandas, NumPy), SQL, and data visualization platforms is typically essential, along with familiarity with data management systems. Attention to detail, problem-solving abilities, and effective communication are standout soft skills in this position. These skills are crucial for ensuring high-quality, reliable datasets that underpin accurate data analysis and machine learning outcomes.

What are some common challenges faced in a data preprocessing role, and how can they be effectively managed?

Professionals in Data Preprocessing often encounter challenges such as handling incomplete or inconsistent data, managing large datasets, and ensuring data quality before analysis. Addressing these issues typically involves using specialized tools to automate data cleaning, establishing clear data validation rules, and collaborating closely with data engineers and analysts. Staying updated with best practices and leveraging scripting languages like Python or R can also streamline the preprocessing workflow, making it easier to deliver reliable and accurate datasets for downstream analysis.

What is the difference between Data Preprocessing vs Data Analysis?

AspectData PreprocessingData Analysis
Primary FocusCleaning, transforming, and preparing raw data for analysisInterpreting data to extract insights and support decision-making
Skills RequiredData cleaning, scripting, understanding of data formatsStatistical analysis, data visualization, critical thinking
Work EnvironmentData engineering teams, data science projectsBusiness intelligence, research, data science teams
Tools UsedPython, R, SQL, ETL toolsExcel, Tableau, R, Python, statistical software

While data preprocessing involves preparing raw data for analysis by cleaning and transforming it, data analysis focuses on interpreting the prepared data to uncover trends and insights. Both roles are essential in the data pipeline but serve different purposes in the data lifecycle.

What are popular job titles related to Data Preprocessing jobs in Maryland?

For Data Preprocessing jobs in Maryland, the most frequently searched job titles are:

What cities in Maryland are hiring for Data Preprocessing jobs?

Cities in Maryland with the most Data Preprocessing job openings:

Infographic showing various Data Preprocessing job openings in Maryland as of September 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution.

Data Scientist & 365 Developer with Security Clearance

Edgewood, MD • On-site

Booz Allen Hamilton
IT Services • 10K+ employees

$77K - $176K/yr

Other

Medical, Life, Retirement, PTO

Re-posted 14 days ago


Booz Allen Hamilton rating

8.9

Company rating: 8.9 out of 10

Based on 49 frontline employees who took The Breakroom Quiz


Job description

Job Number: R0243435 Data Scientist & 365 Developer The Opportunity: As a Data Scientist and 365 Developer supporting the U.S. Army, your primary focus will be building, enhancing, and sustaining Army applications for a wide range of mission stakeholders. You will integrate AI-enabled analytics and Army Vantage capabilities into applications and workflows to support digital modernization and improve how the Army automates processes, generates insights, and makes data-driven decisions. You will conduct verification and validation testing, deliver updates and enhancements, and manage a ticketing system to resolve user issues efficiently and keep applications mission-ready. You will perform advanced data mining to aggregate, transform, and analyze large datasets - summarizing information, identifying correlations, grouping data through clustering, and detecting anomalies that may inform operational decisions. In parallel, you will carry out data preprocessing to prepare datasets for analysis or integration into larger frameworks, including handling missing values, removing duplicates, and standardizing formats to ensure consistency and usability. You will also explore systems and Army platforms such as Vantage to identify opportunities for improved analytics, visualization, and enterprise data integration in support of CPE programs. Beyond analytics, you will develop, update, and maintain Army 365 SharePoint sites, lists, and document libraries in both unclassified and classified environments to support enterprise data management. This includes managing user permissions across SharePoint, Qlik, and Power Apps to maintain secure, appropriate access. You will maintain and update template files that capture key data elements across 18 core capability areas and ensure they align with Power Apps and other enterprise tools. To strengthen data governance, you will refine portfolio definitions, data dictionaries, and glossaries, ensuring consistent terminology and structure across Army systems and analytical platforms. Through this work, you will enhance the U.S. Army's digital ecosystem by improving data quality, enabling AI-supported insights, and delivering reliable tools that empower mission partners with the information they need to act with confidence. Join us. The world can't wait. You Have: * 2+ years of experience with data exploration, cleaning, analysis, visualization, or data mining
* 2+ years of experience with statistical or general-purpose programming languages for data analysis
* Experience with Army data platforms, including Vantage
* Experience analyzing structured and unstructured data sources
* Experience developing predictive models, quantitative analyses, or visualization of mission- relevant datasets
* Experience with machine learning, artifi cia l intelligence, natural language processing, text-mining techniques, or applying AI-assisted analytics such as generative AI or LLMs to enhance workflows
* Ability to obtain a Secret clearance
* Bachelor's degree Nice If You Have: * 2+ years of experience developing algorithms leveraging R, Python, or SQL / NoSQL
* 2+ years of experience with distributed data or computing tools such as MapReduce, Hadoop, Hive, EMR, Kafka, Spark, Gurobi, or MySQL
* 2+ years of experience with machine learning, AI, or NLP
* Experience with visualization packages such as Plotly, Seaborn, or ggplot2
* TS/SCI clearance with a polygraph Clearance: Applicants selected will be subject to a security investigation and may need to meet eligibility requirements for access to classified information . Compensation At Booz Allen, we celebrate your contributions, provide you with opportunities and choices, and support your total well-being. Our offerings include health, life, disability, financial, and retirement benefits, as well as paid leave, professional development, tuition assistance, work-life programs, and dependent care. Our recognition awards program acknowledges employees for exceptional performance and superior demonstration of our values. Full-time and part-time employees working at least 20 hours a week on a regular basis are eligible to participate in Booz Allen's benefit programs. Individuals that do not meet the threshold are only eligible for select offerings, not inclusive of health benefits. We encourage you to learn more about our total benefits by visiting the Resource page on our Careers site and reviewing Our Employee Benefits page. Salary at Booz Allen is determined by various factors, including but not limited to location, the individual's particular combination of education, knowledge, skills, competencies, and experience, as well as contract-specific affordability and organizational requirements. The projected compensation range for this position is $77,600.00 to $176,000.00 (annualized USD). The estimate displayed represents the typical salary range for this position and is just one component of Booz Allen's total compensation package for employees. This posting will close within 90 days from the Posting Date. Identity Statement As part of the hiring process, we will ask you to complete an identity verification process that leverages advanced biometrics and artificial intelligence to ensure authenticity and protect against identity fraud. You are expected to be on camera during interviews and assessments. We reserve the right to take your picture to verify your identity and prevent fraud. Candidate AI Usage Policy AI is a part of our daily work at Booz Allen, and we are committed to the responsible and ethical use of AI tools. However, we want to ensure a fair candidate process based on your own skills and knowledge. As part of this commitment, the use of artificial intelligence (AI) or other tools to assist with responses during interviews (whether in-person or virtual) is prohibited unless permission is explicitly provided. Work Model Our people-first culture prioritizes the benefits of collaboration, whether it occurs in person or virtually. To support engagement and effective communication, employees working virtually are generally expected to have their cameras on during meetings. * Remote: If this position is listed as remote, there may still be occasions when you are required to work in person at a Booz Allen or customer facility.
* Hybrid: If this position is listed as hybrid, you will be expected to work from a Booz Allen facility frequently, in alignment with leadership expectations and the needs of the role. You may also be required to work from or visit a customer facility.
* Onsite: If this position is listed as onsite, work will primarily be performed at a Booz Allen office or customer facility, where employees will collaborate directly with colleagues and customers as required by the role. Commitment to Non-Discrimination All qualified applicants will receive consideration for employment without regard to disability, status as a protected veteran or any other status protected by applicable federal, state, local, or international law.

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About Booz Allen Hamilton

Sourced by ZipRecruiter

Booz Allen Hamilton is a leading provider of management and technology consulting services to the US government in defense, intelligence, and civil markets. Headquartered in McLean, Virginia, the firm also serves major corporations, institutions, and not-for-profit organizations. Founded in 1914 by Edwin G. Booz, the company has a long-standing tradition of helping clients achieve success by delivering a wide range of consulting services that include strategic planning, human capital and learning, communication, systems development, and others. The company's mission is to empower people to change the world, and it has a reputation for maintaining the highest standards of integrity and-excellence.

Industry

It services

Company size

10,000+ Employees

Headquarters location

McLean, VA, US

Year founded

1914