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Senior Natural Language Processing

5 months ago

San Francisco, United States Unreal Gigs Full time
Company Overview: Welcome to the forefront of Natural Language Processing (NLP) innovation Our company is dedicated to harnessing the power of NLP to transform industries and revolutionize how people interact with technology. We're committed to developing cutting-edge NLP solutions that drive meaningful change and improve user experiences. Join us and be part of a dynamic team shaping the future of AI-driven language technologies.

Position Overview: As a Senior Natural Language Processing (NLP) Engineer, you'll play a crucial role in developing and deploying advanced NLP models and algorithms. You'll work on a variety of projects, from building intelligent chatbots and virtual assistants to analyzing and extracting insights from textual data. If you're a seasoned NLP engineer with a passion for innovation and a track record of delivering impactful solutions, we want you on our team.

Requirements

Key Responsibilities:
  1. Model Development: Design, develop, and implement advanced NLP models and algorithms to solve complex language understanding and generation tasks.
  2. Data Preparation: Collect, preprocess, and annotate textual data for training NLP models, ensuring data quality and relevance.
  3. Model Training and Evaluation: Train and evaluate NLP models using appropriate techniques and metrics, optimizing for performance, accuracy, and scalability.
  4. Model Deployment: Deploy NLP models into production environments, ensuring seamless integration with existing systems and platforms.
  5. Performance Optimization: Optimize the performance of NLP models and systems, leveraging techniques such as distributed computing and GPU acceleration.
  6. Domain Adaptation: Adapt pre-trained language models to specific domains or use cases, fine-tuning model parameters and architectures as needed.
  7. Feature Engineering: Identify and engineer relevant features from raw textual data to improve model performance and predictive accuracy.
  8. Collaboration: Collaborate with cross-functional teams, including data scientists, software engineers, and product managers, to deliver end-to-end NLP solutions that meet customer requirements.
  9. Research and Innovation: Stay informed about the latest advancements in NLP research and technology, exploring innovative approaches and techniques to enhance NLP solutions.


Qualifications:
  • Bachelor's degree or higher in Computer Science, Engineering, Mathematics, or related field.
  • 5+ years of experience in NLP engineering, with a focus on developing and deploying NLP models and algorithms.
  • Proficiency in programming languages such as Python, and expertise in NLP libraries and frameworks such as NLTK, spaCy, Transformers, or AllenNLP.
  • Strong understanding of NLP techniques and algorithms, including word embeddings, sequence labeling, text classification, and language generation.
  • Experience with deep learning architectures for NLP tasks, such as recurrent neural networks (RNNs), convolutional neural networks (CNNs), and transformer models.
  • Familiarity with cloud platforms such as AWS, Azure, or Google Cloud Platform, and experience with containerization and orchestration technologies.
  • Excellent problem-solving skills and analytical thinking, with a passion for tackling complex NLP challenges.
  • Exceptional communication and collaboration skills, with the ability to work effectively in multidisciplinary teams and communicate technical concepts to non-technical stakeholders.
Benefits
  • Competitive salary: The industry standard salary for Senior NLP Engineers typically ranges from $170,000 to $250,000 per year, depending on experience and qualifications.
  • Comprehensive health, dental, and vision insurance plans.
  • Flexible work hours and remote work options.
  • Generous vacation and paid time off.
  • Professional development opportunities, including access to training programs, conferences, and workshops.
  • State-of-the-art technology environment with access to cutting-edge tools and resources.
  • Vibrant and inclusive company culture with opportunities for growth and advancement.
  • Exciting projects with real-world impact at the forefront of NLP innovation.


Join Us: Ready to shape the future of NLP? Apply now to join our team and drive innovation in Natural Language Processing