NLP Scientist
BBBH16093_1727466312
Posted: 27/09/2024
- Negotiable
- Boston, Massachusetts
Job Title: NLP Scientist
Job Overview: We are seeking a talented and innovative NLP Scientist to join our dynamic startup team. As an NLP Scientist, you will drive the development of cutting-edge natural language processing (NLP) solutions that enhance our products and services. Your expertise in NLP algorithms, machine learning, and linguistic analysis will play a pivotal role in shaping our startup's success.
Responsibilities:
- Research, design, and develop state-of-the-art NLP algorithms and models to solve complex language understanding and generation tasks.
- Collaborate closely with cross-functional teams to define NLP project objectives, scope, and requirements.
- Collect and preprocess large-scale text datasets for training and evaluation of NLP models.
- Develop and fine-tune machine learning and deep learning models for NLP tasks such as text classification, sentiment analysis, named entity recognition, language generation, and more.
- Explore and experiment with various pre-trained language models and embeddings to improve NLP performance.
- Optimize and customize NLP models for domain-specific applications and unique linguistic challenges.
- Conduct thorough evaluation and testing of NLP models, ensuring accuracy, robustness, and scalability.
- Stay up-to-date with the latest NLP research and technologies, and apply them to advance our startup's offerings.
- Collaborate with software engineers to integrate NLP solutions into our applications and products.
- Communicate and present technical findings, insights, and progress to both technical and non-technical stakeholders.
Qualifications:
- Master's or Ph.D. degree in Computer Science, Computational Linguistics, or a related field with a focus on NLP.
- Demonstrated experience in NLP research and development, with a portfolio showcasing relevant projects.
- Proficiency in programming languages such as Python for NLP algorithm development and implementation.
- Strong understanding of NLP concepts, including tokenization, part-of-speech tagging, parsing, and semantic analysis.
- Experience with machine learning frameworks (e.g., TensorFlow, PyTorch) and NLP libraries (e.g., NLTK, spaCy).
- Knowledge of deep learning techniques and architectures for NLP tasks, including attention mechanisms and transformer models.
- Solid grasp of linguistic concepts and familiarity with linguistic analysis tools.
- Strong problem-solving skills and the ability to adapt NLP solutions to address specific startup challenges.
- Excellent communication skills to collaborate effectively with both technical and non-technical teams.
- Experience with deploying NLP models in production environments is advantageous.
- Familiarity with cloud platforms and services (e.g., AWS, Azure, GCP) for scalable NLP processing is a plus.
Join our startup and contribute to the development of innovative NLP solutions that drive our growth. If you're passionate about harnessing the power of language to transform industries, we're excited to have you on board!
Alexander Trudel
Recruitment Consultant