Description
Job Description:
Leidos is offering a remote AI/ML Summer 2022 Internship out of our Arlington, VA office (virtual).
This position is for an intern that is motivated to learn quickly. The candidate should be familiar with Python and have significant experience with numpy, pandas, matplotlib, Scikit Learn, Keras, Tensorflow and/or Pytorch.
The candidate must be intellectually adaptive, inquisitive, good at expressing their needs, and self-managed when necessary. Selected candidates with work alongside junior and senior software/system engineers and research/data scientists with expertise in multi-modal information retrieval, UI development, computer vision, metrics, information science, artificial intelligence, and autonomous systems. The applied nature of this research will ensure the hard work of the AI/ML Summer Resident will have impacts across the entire Leidos community and the mission critical applications they serve.
Primary Responsibilities
- Create AI/ML prototypes for use cases requiring identifying entity/objects, determining object association, object disambiguation, anomaly detection, state estimations, etc.
- Develop and maintain data models (both physical and logical)
- Perform extraction, transform, and load (ETL) tasks related to the different modalities and algorithms being applied. This data ETL includes identifying the data’s relevant metadata to ensure consistency, quality, accuracy, integrity, and information assurance and security.
- Conduct anomaly detection using various AI/ML techniques
- Use algorithms to identify complex patterns across multiple modalities
- Increase the efficiency and quality data alignment and fusion
- Enhance and maintain analysis tools, including automation of current processes using AI/ML algorithms
- Direct quantitative data analysis including developing retrieval, processing, fusion, analysis, and visualization of various datasets
- Configure and program prototypes Jupyter notebooks with ML solutions
- Setup and use AWS instances to train and operate AI/ML models
Basic Qualifications
- Pursuing a Bachelor or Master’s Degree in Data Science, Computer Science, Artificial Intelligence, Mathematics, Statistics, Electrical Engineering, or Computer Engineering
- Must be eligible to obtain a DoD Top Secret security clearance with polygraph
- U.S. Citizenship required
- Practical experience with deep learning model creation/deployment
- Intermediate software development skills including developing and maintaining code bases
- Hands-on Software Development Skills (Python-Preferred)
- Experience or educational courses/projects in Machine Learning
Preferred Qualifications
- Hands-on experience with prototype development
- Hands-on experience with automating data cleansing, formatting, staging, and transformation
- Hands-on experience reading and replicating code/ideas from published academic papers
- Hands-on experience applying data analytics
- Hands-on experience with intelligent systems and machine learning
- Experience with interpretability of deep learning models
- Experience in deep learning approaches to computer vision and/or natural language processing
Pay Range:
#Remote
About Leidos
Leidos is a Fortune 500® innovation company rapidly addressing the world’s most vexing challenges in national security and health. The company's global workforce of 47,000 collaborates to create smarter technology solutions for customers in heavily regulated industries. Headquartered in Reston, Virginia, Leidos reported annual revenues of approximately $15.4 billion for the fiscal year ended December 29, 2023. For more information, visit www.Leidos.com.
Pay and Benefits
Pay and benefits are fundamental to any career decision. That's why we craft compensation packages that reflect the importance of the work we do for our customers. Employment benefits include competitive compensation, Health and Wellness programs, Income Protection, Paid Leave and Retirement. More details are available here.
Securing Your Data
Beware of fake employment opportunities using Leidos’ name. Leidos will never ask you to provide payment-related information during any part of the employment application process (i.e., ask you for money), nor will Leidos ever advance money as part of the hiring process (i.e., send you a check or money order before doing any work). Further, Leidos will only communicate with you through emails that are generated by the Leidos.com automated system – never from free commercial services (e.g., Gmail, Yahoo, Hotmail) or via WhatsApp, Telegram, etc. If you received an email purporting to be from Leidos that asks for payment-related information or any other personal information (e.g., about you or your previous employer), and you are concerned about its legitimacy, please make us aware immediately by emailing us at [email protected].
If you believe you are the victim of a scam, contact your local law enforcement and report the incident to the U.S. Federal Trade Commission.
Commitment to Diversity
All qualified applicants will receive consideration for employment without regard to sex, race, ethnicity, age, national origin, citizenship, religion, physical or mental disability, medical condition, genetic information, pregnancy, family structure, marital status, ancestry, domestic partner status, sexual orientation, gender identity or expression, veteran or military status, or any other basis prohibited by law. Leidos will also consider for employment qualified applicants with criminal histories consistent with relevant laws.
