Machine Learning Engineer

Kitware; Minneapolis (MN); On-site; USD 80,000 - 110,000; Full time

Job summary

Kitware, located in Minneapolis, is seeking a machine learning professional to collaborate on AI and computer vision projects. The successful candidate will engage in rapid prototyping and contribute to real-world AI solutions.

A Bachelor's or Master's degree in Computer Science is required, along with proficiency in Python and deep learning libraries like PyTorch and TensorFlow. Candidates must be US Citizens and available for full-time on-site work.

Qualifications

• Bachelor's or Master's degree in relevant fields required.
• Strong proficiency in Python and experience with deep learning libraries essential.
• Knowledge of classical and modern machine learning tasks expected.

Responsibilities

• Collaborate with researchers on machine learning projects.
• Perform prototyping and development integration.
• Validate and deploy advanced exploitation algorithms.

Skills

Proficiency in Python

Experience with deep learning libraries

Strong background in machine learning

Machine learning experience using visual data

Education

Bachelor's or Master's degree in Computer Science or related field

Tools

PyTorch

TensorFlow

C++

Job 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.

Responsibilities

• 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%
• Full-time on-site work at the Kitware 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++

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 [e-mail] at any time during the hiring process.