Computational Linguistics Principal Research Scientist ( R-00058586 )
Are you ready to join Leidos all-star team? Through training, teamwork, and exposure to challenging technical work, let Leidos show how to accelerate your career path working in Arlington, VA.
The Leidos Innovation Center (LInC) Advanced Analytics team has an opening for a Computational Linguistics Senior Research Scientist with a background in designing Natural Language Processing (NLP) and Human Language Technology (HLT) approaches that integrate, adapt, and extend novel capabilities to address the customer’s research challenges in competitive contract and internal research and development (R&D) programs (basic and applied). If you have a deep technical background in computational linguistics, human language technology, machine translation, automated speech recognition, machine translation, linguistic data analysis, statistical programming, data science, we wish to strongly encouraged you to apply.
We are looking for a senior scientist with a specialization in NLP research to work with PhD-level peers to develop and implement approaches and solutions for contract research and development projects. The innovative technical approaches and solutions delivered to customers that advance the state of the art in the research while addressing long-term problems of importance to national security. You are knowledgeable in various text processing, data curation, and linguistic annotation methods, as well as familiarity with state-of-the-art research in natural language processing and practical application of related machine learning methods to human language data. Experience constructing corpora, adapting/tuning NLP models, and evaluating natural language processing technologies in an operational
environment is a plus. You have a proven track record of supporting all aspects of the program life cycle: supporting business development through the design of new research concepts and topics; writing technical approaches and plans as part of the proposal process; leading multi-discipline project teams and supporting project execution objectives; and transition of impactful, novel capabilities to stakeholders and the communities of practice at the project’s conclusion.
If you like doing this, this could be the job for you:
• Independently influence the development of approaches and solutions that address highly-complex research challenges as well as partner in a team environment across organizations.
• Independently design and undertake new applications of NLP research as well as partner in a team environment across organizations.
• Develop topics for novel and innovative R&D approaches to solving challenges in the area of NLP and work with potential sponsors (customers or internal champions) to secure funding for new research efforts based on those topics.
• Collect, curate, and analyze natural language corpora for a variety of NLP and text analytic tasks.
• Perform metrics-based evaluations of new technologies from research organizations to determine potential contributions.
• Lead teams of fellow researchers, data scientists, data engineers, and software engineers to execute complex R&D programs.
To be successful in this role you need these skills (required):
• Master's degree (PhD highly desired) in computational linguistics, computer science, data science, or a related discipline, such as statistics or applied mathematics with at least fifteen (15) years of specialized experience innovating analytical techniques and performing analytical functions using machine-learning libraries or other approaches. With a PhD, at least thirteen (13) years of specialized experience.
• Current Secret Security clearance
• Experience with a subfield of NLP such as computational linguistics, human language technologies, automatic speech recognition, machine translation
• Experience in the following areas: text processing and construction of corpora in unfamiliar languages; processing of large text collections with standard NLP tools for parsing, entity extraction, POS tagging, topic discovery and classification (such as sentiment analysis), and natural language understanding; tuning hyper-parameters of existing NLP models for domain-specific data sets; computational manipulation and analysis of natural language documents using statistical models; experimenting with large corpora for developing and testing advanced NLP algorithms.
• Ability to program in Python, Perl, or other scripting language; comfort with work in a Linux environment.
• Familiarity with common NLP and ML toolkits such as Stanford CoreNLP, OpenNLP, NLTK, scikit-learn, and Tensorflow.
• Knowledge of state-of-the-art methods coupled with the creativity and intelligence to advance beyond them. Track record of active learning and creative problem solving.
• Track record of relevant publications in peer-reviewed conferences and journals.
• Knowledge of state-of-the-art methods demonstrated through implemented solutions for customers coupled with the creativity and intelligence to advance beyond them.
• Experience leading technical projects to successful completion.
You will wow us even more if you have these skills:
• Previous experience as a technical lead, such as a principal investigator on a project
• Experience as a PI on projects for a competitive contract R&D customer, such as DARPA
• Track record of publications/strong technical results in a specialized subfield of NLP and HLT
• Familiarity with collaboration environments (e.g. Jupyter notebooks, PyCharm)
• Prior experience with many of the following models: Deep Learning (CNNs, RCNNs, LSTMs), GANs, Autoencoders, Reinforcement Learning, Siamese Networks, Logistic Regression, Linear Regression, Support Vector Machines, Hidden Markov Models, Conditional Random Fields, Latent Dirichlet Allocation.
Leidos is a Fortune 500® 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 32,000 employees support vital missions for government and commercial customers. For more information, visit www.Leidos.com.
External Referral Eligible