NLP Innovation Leader

3 weeks ago

San Francisco, California, United States ZipRecruiter Full time
Company Overview:
Welcome to the forefront of Natural Processing (NLP) innovation. Our company is dedicated to leveraging cutting-edge NLP technologies to drive transformative change across industries.
We're committed to developing innovative NLP solutions that empower businesses and improve user experiences.

Position Overview:
As a seasoned NLP expert, you'll lead our NLP engineering efforts and drive innovation in NLP technologies. You'll mentor a team of talented engineers in developing and deploying advanced NLP models and algorithms to solve complex understanding and tasks.

Key Responsibilities:
  1. Technical Leadership: Set technical direction, define best practices, and drive innovation in NLP technologies.
  2. Solution Architecture: Design and architect NLP solutions for scalability, reliability, and performance.
  3. Model Development: Develop and implement advanced NLP models and algorithms to solve complex understanding and tasks.
  4. Data Preparation: Collect, preprocess, and annotate textual data for training NLP models, ensuring data quality and relevance.
  5. Model Training and Evaluation: Train and evaluate NLP models using appropriate techniques and metrics, optimizing for performance, accuracy, and scalability.
  6. Model Deployment: Deploy NLP models into production environments, ensuring seamless integration with existing systems and platforms.
  7. Performance Optimization: Optimize the performance of NLP models and systems, leveraging techniques such as distributed computing and GPU acceleration.
  8. Cross-Functional Collaboration: Collaborate with 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.
  • 7+ years of experience in NLP engineering, with a proven track record of developing and deploying NLP solutions.
  • Leadership experience, with a demonstrated ability to lead and mentor a team of engineers.
  • 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 more.
  • 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: We offer a competitive salary range of $250,000 - $350,000 per year, commensurate with 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.

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