Machine Learning Engineer
Posted Updated 21
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Description
Team Description:
Kitware is a leader in advanced research and algorithm development in artificial intelligence (AI), spanning computer vision (CV), natural language processing (NLP), vision-language models (VLMs), and other generative AI technologies. Our solutions embracing AI add measurable value to government agencies, commercial organizations, and academic institutions worldwide. We have developed a deep understanding in extracting useful, actionable information from multiple data sources like images, video, metadata, audio, and text, and we recognize the need for robust, affordable solutions. We seek to advance AI, CV, and other related fields through research and development and collaborative projects that can contribute to our open source software platforms, such as XAITK, NRTK, and GeoWATCH.
About the Projects:
Kitware’s employees have unique opportunities to interact and collaborate directly with customers, visit interesting customer sites, and participate in live field tests and demonstrations. Much of Kitware’s work involves applying state-of-the-art artificial intelligence approaches to dynamic, real-world problems. We consider the work that we do on our government contracts as one of the ways that we give back to the community. We partner with premier government R&D agencies such as DARPA, IARPA, AFRL, Army C5ISR, NOAA, and other branches of the US Government on a range of efforts, including prime contracts, SBIRs, and STTRs. In addition, we provide commercial services to companies ranging from startups to Fortune 500 companies. Kitware employs an open source business model to foster extended, collaborative communities and to provide effective, flexible, and high-quality technical solutions.
In This Position You Will:
- Collaborate with researchers on projects related to machine learning, artificial intelligence, and computer vision
- Perform rapid prototyping and enhanced development to be integrated into operational systems
- Contribute your strong programming ability and experience to develop robust solutions for real-world problems
- Validate, optimize, and deploy advanced exploitation algorithms
- Perform troubleshooting, bug fixes, and maintenance of existing and new code to ensure stability and robustness
Required Qualifications:
- Bachelor's degree or Master's degree in Computer Science, Electrical and Computer Engineering, or related field
- Proficiency in Python
- Experience with deep learning libraries (PyTorch, TensorFlow, etc.)
- Strong background in both classical and modern (deep learning) machine learning, including model selection, architecting, training, validation, testing, and deployment
- Machine learning experience using visual data
- Understanding of a variety of machine learning tasks, e.g. Object Detection, Segmentation, Re-Identification, Tracking, Pose, Super Resolution, Natural Language Processing
- A high level of comfort with academic literature and the ability to adapt research products to solve real-world problems
- Due to contractual requirements, only US Citizens will be considered for this position
- If not already cleared TS/SCI, willingness and ability to apply for and maintain a TS/SCI security clearance
- Some travel is required, typically 5-25%
- Willingness to work 2-5 days a week on-site in a National Capital Region area government office, with the remainder of time in Kitware's office
Preferred Qualifications:
- Active SECRET, TS, or TS/SCI security clearance
- Experience curating quality, real-world datasets for training deep learning models
- Proficiency in C++
Company Description:
Kitware is a research and development software solutions provider with a mission to advance science, make a positive impact, and share our results all within a collaborative, employee-focused work environment that is friendly, fair, and flexible. Our work is improving healthcare outcomes, increasing national security, and advancing our national computing infrastructure. Our customers and collaborators include top universities from around the world, government organizations, national research labs, medical device manufacturers, car manufacturers, financial institutions, and many others.
Kitware is proud to be 100% employee-owned, and Great Place to Work-Certified™.
Additional Information:
Our team members enjoy a small company environment, flexibility in work assignments, and high levels of independence and responsibility. Besides a great work environment, our comprehensive benefits package includes a competitive compensation plan, tuition reimbursement program, flexible working hours, six weeks paid time off, 401(k), health insurance, life insurance, short- and long-term disability insurance, bonus plan, and free coffee, drinks, and snacks.
For more information on our benefit offerings please visit: .
Kitware actively subscribes to a policy of equal employment opportunity. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, age, protected veteran status, uniformed service member status, or any other characteristics protected by applicable law.
Any unsolicited resume sent to Kitware, including to Kitware's mailing addresses, fax machines or email addresses, whether directly to Kitware employees or to Kitware's applicant tracking system, will be considered Kitware property. Kitware will not pay a fee for any placement resulting from the receipt of an unsolicited resume, and will consider any candidate submitted by a recruitment agency without a fully executed contract with Kitware to have been referred free of any charges or fees.
If you need assistance with applying or interviewing for a role due to a disability or special need, please reach out directly to our HR team at hr@kitware.com at any time during the hiring process.
Skills
As published by lever · 8 questions · 3 written answers
Basics
Resume/CV, Full name, Pronouns, Email, Phone, Current location, Current company
Pick from a list (5)
- I accept that the information provided is collected by Kitware and processed for the purpose of managing my application. In accordance with the provisions of the General Data Protection Regulation (EU 2016/679), I am informed that I can exercise my rights of access, rectification, opposition, deletion and portability at any time by sending my request to [email protected]. I acknowledge that if I refuse to provide this information, Kitware will be unable to process my application.
- Do you now or will you in the future, require Kitware to sponsor an immigration case in order to employ you?
- I acknowledge that I've read the required qualifications of this position. I meet all of the requirements.
- Due to contractual requirements, only US Citizens will be considered for this position.
- I am willing and able to apply for and maintain a TS/SCI security clearance.
Written answers (3)
- Please describe your proficiency in Python, including years of experience and areas used e.g. coursework, internships, research, personal projects.
- Please list other languages you are familiar with (e.g. C++, JavaScript, or others) and describe your proficiency in each.
- I have machine learning experience using visual data. Please explain your experience.
