Job Information
Charles River Analytics Senior Scientist - Computer Vision & Machine Learning in Cambridge, Massachusetts
Senior Scientist - Computer Vision & Machine Learning at Charles River Analytics (View all jobs) (https://cra.com/job-listings/)
Cambridge, MA
Charles River Analytics creates solutions and technology to tackle the world’s most challenging problems. Our team of technological entrepreneurs works together to push at the forefront of enhanced AI, robotics, smart sensing, and human-centered computing. The resulting research and development advance government programs and discover new possibilities in the commercial marketplace. We are a 100% employee-owned company, encouraging participation, innovation, and responsibility from our entire staff. At Charles River, we take great pride in our success attracting and retaining the most talented and creative problem-solvers in our field. Are you interested in being an Employee Owner (https://cra.com/esop/) at one of Boston's Best Places to Work (https://www.cra.com/company/news/charles-river-analytics-named-boston-business-journal%E2%80%99s-2017-best-places-work) ? If this sounds like you, then we’d love to hear from you!
We're excited to offer a career-defining opportunity for a senior scientist with a deep passion and expertise in computer vision, machine learning, and image processing. Dive into diverse projects, from enhancing autonomous systems to pioneering health diagnostics to impactful image analysis, and lead our drive to deploy intelligent systems that solve real-world challenges.
Example projects you would work on include:
Use of innovative AI/ML techniques applied to EO/IR and supporting sensor data to detect, classify, and track objects of interest (e.g., ground vehicles, maritime vessels, ocean mammals, space and airborne platforms) in challenging conditions
Sensing and perception capabilities supporting real-time mission-level autonomy systems for air, ground, sea, and space vehicles
Vision-based human pose tracking, gesture/action recognition, and 3D human body modeling for collaborative robotic platforms
Detecting emerging medical conditions based on sensor data collected from cellphone cameras
Neurological state assessment using novel multi-modal physiological sensing algorithms
At Charles River Analytics, you will develop and apply concepts crossing multiple fields including computer vision, machine learning, signal processing, and state estimation. You will work in tightly-knit, project-oriented teams as a Principal Investigator with other scientists and engineers to create prototypes of new research concepts that can be further developed into deployable products. You will have the opportunity to design and execute your own R&D programs and pursue your own technical interests by building a portfolio of new work. You will also have the opportunity to attend conferences, have your work published, and lead efforts to deploy state-of-the-art technology into the field.
How will you make an impact?
Design new methods or apply existing methods from the literature to solve challenging problems across a range of sensing and perception-based applications in the applied robotics, overhead sensing, and physiological systems domains
Formulate novel concepts including new research thrusts underpinning product roadmaps
Guide prototype development while engaging with end-user communities and industry/academic partners to mature the company’s technology for field deployment
Coach and mentor other computer vision scientists/engineers
Present your work to customers, collaborators, and the research community through papers, reports, and demonstrations
Generate proposals for development and deployment of advanced computer vision capabilities
What do you need?
B.A./B.S. in Computer Science, Engineering, Physics, or related area. Master’s or Ph.D. in a technical discipline preferred
5+ years in classical computer vision techniques, machine learning methods and tools including deep learning, associated frameworks (e.g., PyTorch, TensorFlow, Keras), signal processing modalities (e.g., EO/IR, sonar, radar, lidar, acoustic, LDV), or related. 10+ years of experience preferred.
Demonstrated proficiency in hands-on software development, particularly with Python and C++
Experience with robotic and autonomous systems
Experience directly interacting with customers and users
Experience running programs as a principal investigator and generating new business
Experience translating user needs and system features into actionable requirements for engineering teams to implement technical solutions
Experience generating proposals, publications, and similar written materials
Strong analytical and problem-solving skills, with a knack for tackling complex challenges and crafting innovative solutions
Flexibility and a dedication to ongoing learning with an eagerness to keep pace with evolving technology trends
Leadership and mentorship qualities with a proven ability to guide projects and nurture the growth of junior team members
US Citizenship with an ability to obtain a US Government security clearance
Why Charles River?
Charles River Analytics is a 100% employee-owned company that thrives on collaboration and values each employee-owner. We offer competitive compensation plus bonuses, profit-sharing, and an attractive benefits package. Our benefits include 100% employer-paid medical and dental insurance as well as vision, life, and disability insurance; paid maternity/paternity leave; tuition reimbursement; monthly gym allowance; free parking; generous paid time off; and a casual work environment. We are accessible by public transportation and offer a hybrid onsite/remote (60/40) schedule with tremendous flexibility. At Charles River, we truly value work-life balance.