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Data Curation Ai Machine Learning Jobs in Virginia

/AI / Machine Learning Engineer# AI / Machine Learning EngineerCyberMedia TechnologiesMcLean, USFull ... Design and evaluate machine learning models that support both data-driven predictions and symbolic ...

The ideal candidate brings a strong foundation in machine learning, data engineering, and MLOps ... Deploy AI/ML models into production environments, integrating with existing enterprise systems ...

... the machine learning development lifecycle, from data curation and synthetic data generation to ... Develop and visualize explainable AI metrics and model performance indicators * Incorporate ...

The ideal candidate brings a strong foundation in machine learning, data engineering, and MLOps ... Deploy AI/ML models into production environments, integrating with existing enterprise systems ...

Data Curation Lead

Arlington, VA · On-site

$160K - $210K/yr

... and learning-curve analysis. * Perform focused curation of Technical Data Report submissions, including extraction and structured tagging of form, fit, and function parameters; mapping to the ...

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Data Curation Ai Machine Learning information

What are the key skills and qualifications needed to thrive as a data curation AI machine learning specialist?

To thrive as a Data Curation AI Machine Learning Specialist, you need strong data management skills, a background in computer science or data science, and experience with machine learning principles. Familiarity with programming languages like Python or R, data labeling tools, and database systems, as well as certifications in machine learning or data engineering, are typically required. Attention to detail, critical thinking, and effective communication stand out as essential soft skills for managing complex datasets and collaborating with cross-functional teams. These skills ensure high-quality, well-organized data that drives accurate machine learning models and reliable AI outcomes.

What is a data curation AI machine learning specialist?

A Data Curation AI/Machine Learning specialist is a professional who manages, organizes, and prepares large datasets to be used in artificial intelligence and machine learning projects. They ensure that data is accurate, relevant, and accessible, often cleaning and labeling data so it can be effectively used to train machine learning models. Their role bridges the gap between raw data sources and the teams building AI solutions, enabling more reliable and efficient model development. They may also work with data governance, privacy, and compliance issues to ensure data quality and security.

What are some common challenges faced by data curation professionals working in AI and machine learning projects?

One of the key challenges data curation specialists encounter in AI and machine learning is ensuring the quality and consistency of large, diverse datasets. This often involves dealing with missing, incomplete, or biased data, which can impact model performance. Additionally, data curators must navigate evolving data privacy regulations and work closely with data scientists, engineers, and domain experts to align data preparation with project goals. Effective communication and a meticulous approach are crucial for maintaining data integrity and supporting robust machine learning outcomes.

What is the difference between Data Curation Ai Machine Learning vs Data Analyst?

AspectData Curation Ai Machine LearningData Analyst
Primary FocusPreparing and managing data for AI and ML modelsAnalyzing data to generate business insights
Skills RequiredData management, programming, understanding of AI/ML algorithmsStatistical analysis, data visualization, Excel, SQL
Tools UsedPython, R, SQL, data cleaning toolsExcel, Tableau, SQL, statistical software
Work EnvironmentData science teams, AI/ML projects, tech companiesBusiness departments, analytics teams, consulting firms

While Data Curation Ai Machine Learning specialists focus on preparing data for AI and machine learning models, Data Analysts interpret data to support business decisions. Both roles require strong data skills but differ in their primary objectives and tools used.

What are popular job titles related to Data Curation Ai Machine Learning jobs in Virginia? For Data Curation Ai Machine Learning jobs in Virginia, the most frequently searched job titles are:
What job categories do people searching Data Curation Ai Machine Learning jobs in Virginia look for? The top searched job categories for Data Curation Ai Machine Learning jobs in Virginia are:
What cities in Virginia are hiring for Data Curation Ai Machine Learning jobs? Cities in Virginia with the most Data Curation Ai Machine Learning job openings:

AI Machine Learning Engineer

Lockheed Martin

Manassas, VA • On-site

Full-time

Re-posted 26 days ago


Lockheed Martin rating

8.2

Company rating: 8.2 out of 10

Based on 391 frontline employees who took The Breakroom Quiz

38th of 72 rated aerospace companies


Job description

WHAT WE'RE DOING
At Lockheed Martin, we're at the forefront of
cutting-edge technology and innovation. Our
campus in Manassas, Virginia is a hub for
engineering excellence, where we tackle some
of the world's most challenging engineering
problems. We pride ourselves on our culture of
creativity, excellence, and product innovation.
WHO WE ARE
In this exciting role, you will have the
opportunity to collaborate with industry-leading
design professionals and contribute to
groundbreaking projects. Be a part of the
Lockheed Martin Rotary and Mission Systems (RMS) Artificial Intelligence (AI) team working with the Advanced Development Team on the
Integrated Common Processor (ICP) program.
The ICP program provides a common
Integrated Undersea Surveillance Systems
(IUSS) signal processing and display system
software and hardware suite for the US Navy.
Work with our team as we develop cutting
edge tools for our Navy customer through the integration of Artificial Intelligence and
Machine Learning capabilities into tactical
systems.
In this position you will be responsible for:
Software development and debugging of an MLOps workflow integrated into a tactical system both in the lab and at customer sites
Dataset curation, labeling, and training AI/ML models
Validating and analyzing AI/ML algorithm results, iteratively improving results
Generating data sets for use by the team in
system testing and algorithm development
Traveling to the tactical site to exercise the ML lifecycle (up to 25% of the time)
WHO YOU ARE
To excel in this role, you should possess the
following qualifications and attributes:
An innovative mindset, capable of finding
solutions to complex engineering challenges.
Commitment to excellence, attention to detail,
and a dedication to delivering high-quality
results.
Why Join Us
Your Health, Your Wealth, Your Life
Joining Lockheed Martin means becoming part
of a team that's making a significant impact in
the field of engineering. When you choose to
work with us, you'll enjoy:
An excellent working environment equipped
with state-of-the-art tools.
The opportunity to work alongside industry
leaders and top-notch design professionals as
well as Subject Matter Experts in Sonar and
Acoustics.
A chance to be a part of solving some of the
world's most challenging engineering problems
regarding highly complex and integrated
subsystems.
A culture that encourages creativity,
excellence, and the development of remarkable
products.

What Lockheed Martin employees say

Pay

Benefits

Hours and flexibility

Workplace

Get the full story on Breakroom


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About Lockheed Martin

Sourced by ZipRecruiter

As a global security and aerospace company, the majority of Lockheed Martin's business is with the U.S. Department of Defense and U.S. federal government agencies.The remaining portion of Lockheed Martin's business is comprised of international government and commercial sales of products, services and platforms.

Industry

Manufacturing

Company size

10,000+ Employees

Headquarters location

Bethesda, MD, US

Year founded

1912