Are you passionate about Natural Language Processing (NLP) and eager to dive into the world of cutting-edge research and development? Tausight is looking for talented and motivated PhD students to join our team as Research Interns! This exciting co-op/internship opportunity is set to commence in July.
About Us: Tausight is Healthcare’s First PHI Security Intelligence Platform. Tausight delivers unmatched visibility and intelligence into ePHI. Our healthcare data security platform is trained using a patented algorithm to find PHI on devices, data stores and cloud assets. Our team is committed to succeeding together. We celebrate each other's wins and empower every Taunie along the way.
Job Description: As a PhD NLP Intern at Tausight, you'll play a pivotal role in our research efforts, focusing on areas such as document ingestion, named entity recognition, entity identification and extraction, cross-correlation, and document categorization. You'll be a key member of our team, responsible for designing and implementing experiments, testing hypotheses, and exploring innovative NLP techniques.
What You’ll Do: As a Research Intern, your responsibilities will include:
- Applying your NLP expertise to challenging tasks like named entity recognition, entity identification, extraction, and cross-correlation, as well as document categorization.
- Designing and conducting experiments to test new hypotheses.
- Evaluating new methods using diverse datasets.
- Participating in collaborative evaluations to assess our implementations on fresh data.
- Utilizing advanced techniques such as entity resolution and deduplication.
- Exploring and implementing graph neural networks (GNNs), attention mechanisms, transformers, and BERT models.
- Deploying neural networks on mobile platforms using TFLite or OpenVINO.
- Optimizing models and tuning hyperparameters to achieve the best performance.
- Implementing techniques such as quantization, neural network pruning, and knowledge distillation to improve model efficiency.
What We Are Looking For: To excel in this role, you should possess the following qualifications:
- Must reside in the USA.
- Currently pursuing a PhD program related to machine learning, natural language understanding, or computer science.
- Expertise in TensorFlow, TFDV, and TFX.
- Deep knowledge of NLP techniques, including named entity recognition.
- Experience with cutting-edge research and prototype development.
- Proficiency in Python for advanced programming.
- Familiarity with collaborative coding tools like Git and issue tracking.
- An understanding of language structure and usage in various domains.
- Knowledge in entity resolution, deduplication, and related techniques.
- Experience with graph neural networks, attention mechanisms, transformers, and BERT models.
- Familiarity with mobile deployment of neural networks using TFLite or OpenVINO.
- Experience with model optimization and hyperparameter tuning.
- Knowledge of quantization, neural network pruning, and knowledge distillation techniques.
What We Offer:
- Remote working flexibility.
- Opportunity to work on innovative projects with a talented team.
- Hands-on experience with industry-leading tools and technologies.
- Mentorship and professional development opportunities.
- The chance to work on interesting and challenging projects that solve real-life problems in cybersecurity and other critical areas.
- An environment that fosters creativity and innovation, encouraging you to push the boundaries of NLP research and development.
Equal Opportunity Employer: We are an equal opportunity employer and welcome applicants from all backgrounds to apply.
Join us at Tausight and be a part of a team that is at the forefront of NLP research and development!