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Machine Learning Engineer
INflow Federal
Springfield, VA
We look forward to working with you at INflow Federal!

We are looking for an engineer who enjoys disrupting the "norm" to join our dream team designing and executing experiments for few and low shot approaches for overhead imagery.

Avenues of research include: self-supervised methods, generative adversarial approaches for domain transfer with synthetic imagery, methods for reducing supervision cost through alternative annotation types and networks.

Key Responsibilities: 
• Design and execute experiments for general detector performance in overhead imagery. Implement and evaluate new network architectures/approaches from literature as necessary to maintain strong baseline performance. 
• Create custom deep neural network components and new performance metrics as needed.
• Occasionally write custom network components, evaluation metrics, etc. in C++
• Maintain containerized execution environments for experiments across compute architectures and domains using Docker and Singularity. 
• Occasionally work to deploy models created by the team on various partner platforms for evaluation and feedback. 
• Build and maintain production ready ML pipelines 
• Build and maintain a production-ready platform to run models in parallel and A/B test 
• Prepare and preprocess data in collaboration with the data engineering team 

Required Qualifications

    • Experience in Machine Learning related field, preferably Computer Vision
    • In-depth knowledge of image processing, statistical modeling, advanced mathematics, data integration concepts and tools 
    • Strong organizational, analytical, critical thinking and leadership skills 
    • Demonstrated leadership on mid-large-scale project impacting strategic partners 
    • Background in Machine Learning frameworks such as PyTorch, TensorFlow, SparkML or Keras, Scikit Learn 
    • Proficiency in Python or an equivalent language 
    • Knowledge of C++ or equivalent object-oriented language
    • Experience with at least one cloud provider (AWS, Azure, GCP)
    • Experience with CI/CD and containerization tools (e.g. Docker, Singularity, github/GitLab) and best practices 
    • Experience with Blender

Required Education & Experience

    • MS + 2 years 
    • BS + 5 years 
    • No Degree + 15 years 

Preferred Qualifications

    • Masters Degree Preferred
    • PhD Preferred
    • Research Experience Preferred

Clearance Requirement

    • Must have a minimum of a DoD TS/SCI clearance
About Us
INflow Federal was founded in 2013. The “INflow difference” begins with a simple belief encompassing the importance of employee culture. We are obsessed with our people and have demonstrated year-over-year that our employee-focused approach leads to customer success. As a leading small business innovator, we offer proven expertise in Network Modernization, Cybersecurity, Digital Modernization and Joint Force Mission Operations. We serve our federal government customers in over 20 states domestically to include the United States Navy (USN), United States Marine Corps (USMC), National Reconnaissance Office (NRO) and Joint Forces.

Simplifying the customer experience requires everyone within our organization to work together. Our leadership communicates transparently with our team on a regular basis with a commitment to do the right thing for all those we serve. Our customers recognize doing business with INflow means working with people who consistently deliver with agility, passion and integrity.

US Military Veterans have continuously paved the path ahead for our customers. We developed a homegrown “Veteran Outreach Program” focused around attracting and hiring transitioning military personnel and has resulted in veterans representing over 50% of our company. 

This is our secret sauce. It is how we continue to adapt, evolve, grow and accompany our customers into the future of mission systems and operations. 

Citizenship Requirements
INflow Federal is a defense contractor. Due to legal requirements, candidates must be US Citizens to be considered for employment.

Other Notes
- Some travel may be required: Must have valid driver’s license and transportation. This is subject to change at the direction of the customer.
Other:
- Candidate must have the ability to lift up to 50 lbs.
Must have willingness to perform duties not listed in the job description as required by INflow and our customer.

Equal Opportunity Employer
INflow is an Equal Opportunity and Affirmative Action employer. 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.
Full-time
Mid Level
Computer Vision
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Solutions Engineer - AI/ML
INflow Federal
Springfield, VA
We look forward to working with you at INflow Federal!

We are looking for an engineer who enjoys disrupting the "norm" to support our Data Modernization and Emerging Solutions group. You will work as a AI/ML Solutions Developer to solution, build and test tools and applications within an R&D environment.

- Perform tasks related to computational linguistics and human language technologies.
- Leverage text processing large collections with standard NLP tools for parsing, entity extraction, POS tagging, topic discovery and classification (such as sentiment analysis).
- Apply image object detection techniques, as needed, to identify items of interest in pictures.
- Perform tasks related to image generation and computer vision, leveraging techniques such as generative adversarial networks and convolutional neural networks.
- Leverage image forensic techniques to identify generated images and images that have had filters applied to them.

Required Skills
- Demonstrated experience with strong coding experience in Python and Java.
- Demonstrated hands on experience developing machine learning methods, including familiarity with techniques in clustering, regression, optimization, recommender engines, artificial neural networks.
- Demonstrated experience programming in JavaScript or similar scripting language.
- Demonstrated experience working in a Linux environment.
- Demonstrated experience using deep learning and natural language processing libraries such as
PyTorch, TensorFlow, Keras, or scikit.
- Demonstrated experience with natural language processing (NLP) methodologies (e.g., NLTK,
OpenNLP, GenSIM, TF-IDF, or SVC sk-learn).
- Demonstrated experience of natural language, tuning hyper-parameters of existing NLP models for domain-specific data sets.
- Demonstrated hands-on experience collecting, curating, and adapting and extending a range of analytics on natural language data extracted from multimodal sources.

Required Education:
Masters Degree preferred.
Bachelors Degree required.

Required Experience:
MS + 2 years
BS + 5 years
No Degree + 15 years

Clearance Required
Must have a minimum of a DoD TS/SCI clearance

About Us
INflow Federal was founded in 2013. The “INflow difference” begins with a simple belief encompassing the importance of employee culture. We are obsessed with our people and have demonstrated year-over-year that our employee-focused approach leads to customer success. As a leading small business innovator, we offer proven expertise in Network Modernization, Cybersecurity, Digital Modernization and Joint Force Mission Operations. We serve our federal government customers in over 20 states domestically to include the United States Navy (USN), United States Marine Corps (USMC), National Reconnaissance Office (NRO) and Joint Forces.

Simplifying the customer experience requires everyone within our organization to work together. Our leadership communicates transparently with our team on a regular basis with a commitment to do the right thing for all those we serve. Our customers recognize doing business with INflow means working with people who consistently deliver with agility, passion and integrity.

US Military Veterans have continuously paved the path ahead for our customers. We developed a homegrown “Veteran Outreach Program” focused around attracting and hiring transitioning military personnel and has resulted in veterans representing over 50% of our company. 

This is our secret sauce. It is how we continue to adapt, evolve, grow and accompany our customers into the future of mission systems and operations. 

Citizenship Requirements
INflow Federal is a defense contractor. Due to legal requirements, candidates must be US Citizens to be considered for employment.

Other Notes
- Some travel may be required: Must have valid driver’s license and transportation. This is subject to change at the direction of the customer.
Other:
- Candidate must have the ability to lift up to 50 lbs.
Must have willingness to perform duties not listed in the job description as required by INflow and our customer.

Equal Opportunity Employer
INflow is an Equal Opportunity and Affirmative Action employer. 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.
Full-time
Mid Level
Natural Language Processing