Job Details

Senior AI/ML Architect

Advertiser
Leidos
Location
Arlington, Virginia, United States
Rate
-
Description Job Description Leidos's Advanced Analytics Branch within the Leidos Innovation Center (LInC), has an exciting opening for a Senior Machine Learning Architect specializing in designing, developing, and deploying analytics that provide machine-learning and artificial intelligence-based capabilities to work in Arlington, VA. The position will be in support of deployment of analytics in the National Media Exploitation Center (NMEC) DOMEX Data Discovery Platform (D3P) program. D3P is a next generation machine learning pipeline platform providing cutting edge data enrichment, triage, and analytics capabilities to Defense and Intelligence Community members. The candidate will be working with a team of data scientists to expand on our 20+ AIML algorithms already in production. We are looking for a Senior AIML Architect with a specialization in analytics focused on machine-learning or artificial intelligence applications to join a team of Ph.D.-level peers in designing and developing advanced technology-based solutions for contract research and development projects, and then applying these solutions to the design and deployment of mission-focused systems. The innovative technical solutions delivered to customers advance the state of the art while addressing long-term problems of importance to national security. Candidates should have successful, proven, and demonstrable experience leading cross-discipline teams in the development and integration of software-based solutions for competitive, contract-based applied research programs (e.g., 6.2), and proven experience deploying solutions at scale into prototype and production systems. The ideal candidate will also have experience in directing teams of data scientists (including research scientists with backgrounds in machine learning, artificial intelligence, and embedded systems) in the design of sub-components, integration platforms, and testing and research validation methodologies and techniques. Fun stuff on the job - Design and implement efficient, fault-tolerant Machine Learning workflows for processing high-velocity, heterogeneous data in a production environment, including optimization of ML workflows for CPU GPU processing - Manage the full lifecycle of Machine Learning microservices, including model prototyping, training evaluation, containerization, unit testing, performance optimization, and deployment in a Kubernetes-based infrastructure. - Work with a team of system engineers to help design subsystems and components. - Work with other senior data scientists to expand on existing AIML models and to evaluate third party services. - Lead teams of fellow researchers, data scientists, data engineers, and software engineers to execute complex RD programs - Independently design and undertake new research as well as partner in a team environment across organizations. - Develop topics for creative and innovative RD approaches to solving major machine-learning or artificial intelligence challenges. Skills you need to be successful on this job - Top Secret security clearance with the ability to obtain Poly - Master's degree in engineering, computer science, data science, or a related discipline, such as statistics or applied mathematics with at least 10 years of relevant experience - Sustained (e.g., at least 5 years), hands-on experience with data modeling and data engineering, feature engineering, model lifecycle management, and cloud infrastructure supervised and unsupervised deep learning algorithms such as convolutional neural networks, recurrent neural networks, gated recurrent units and working in data analysis, modeling, and visualization packages in TensorFlow, Kera, Pytorch, Caffe, and Theano and developing or integrating analytics in programming languages such as Python. - Experience with Natural Language processing - Experience integrating solutions that incorporate the state-of-the-art methods coupled with the creativity and intelligence to advance beyond in one or more subfields of ML or AI Computer Vision Pattern Recognition Predictive Modeling and Decision Support Reduced Order Modeling. - Leadership abilities necessary to lead projects that include strong communication skills needed to present research plans, progress, and results to customers and internal decision-makers alike. You will wow us even more if you have these skills - Top Secret clearance with SCI and CI Poly - A PhD is highly desirable - PhD dissertation in Machine Learning or Artificial Intelligence with publication track record - Prior experience as a team lead - Prior experience working with All-Source Intelligence Analysts to design mission-focused solutions D3P External Referral Eligible LInC External Referral Bonus Eligible Potential for Telework No Clearance Level Required Top Secret Travel Yes, 10 of the time Scheduled Weekly Hours 40 Shift Day Requisition Category Professional Job Family Data Scientist Leidos is a Fortune 500Registered information technology, engineering, and science solutions and services leader working to solve the world's toughest challenges in the defense, intelligence, homeland security, civil, and health markets. The company's 33,000 employees support vital missions for government and commercial customers. Headquartered in Reston, Virginia, Leidos reported annual revenues of approximately 10.19 billion for the fiscal year ended December 28, 2018. For more information, visit http . 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 https . Leidos will never ask you to provide payment-related information at any part of the employment application process. And Leidos will communicate with you only through emails that are sent from a Leidos.com email address. If you receive an email purporting to be from Leidos that asks for payment-related information or any other personal information, please report the email to mailto . 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.

Send application

Mail this job to me so I can apply later

Apply With CV

You are not logged in. If you have an account, log in to your account. If you do not have an account, why not sign up? It only takes a minute!

latest videos

Upcoming Events