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Natural Language Processing (NLP) Engineer

Unreal Gigs

San Francisco, california


Job Details

Full-time


Full Job Description

Company Overview: Welcome to the forefront of Natural Language Processing (NLP) innovation! At our company, we're pioneering the next generation of NLP technologies to revolutionize how people interact with machines and understand language. Our mission is to develop cutting-edge solutions that unlock the full potential of NLP across industries. Join us and be part of a dynamic team dedicated to pushing the boundaries of what's possible with language technology.

Position Overview: As a Natural Language Processing (NLP) Engineer, you'll be at the forefront of our NLP initiatives, designing and implementing state-of-the-art algorithms and systems. Working closely with a multidisciplinary team of researchers, engineers, and domain experts, you'll tackle challenging problems and deliver innovative solutions that make a real impact. If you're passionate about language technology and eager to shape the future of NLP, we want you on our team.

Requirements

Key Responsibilities:

  1. Algorithm Development: Design, implement, and optimize NLP algorithms and models for a wide range of applications, including text classification, sentiment analysis, named entity recognition, and machine translation.
  2. Model Training and Evaluation: Train NLP models using large-scale datasets, evaluating model performance and iteratively refining approaches to achieve state-of-the-art results.
  3. Model Deployment: Architect scalable and reliable NLP pipelines for deployment in production environments, collaborating with DevOps engineers to ensure seamless integration and monitoring.
  4. Data Processing: Develop data pipelines to ingest, clean, and preprocess text data for training and evaluation, ensuring data quality and integrity throughout the data lifecycle.
  5. Performance Optimization: Optimize NLP models and systems for speed, efficiency, and scalability, leveraging techniques such as distributed computing and parallel processing.
  6. Cross-Functional Collaboration: Collaborate with cross-functional teams, including data scientists, software engineers, and product managers, to define requirements, prioritize tasks, and deliver solutions that meet business objectives.
  7. Documentation and Reporting: Prepare documentation and technical reports to communicate model designs, implementation details, and performance metrics to stakeholders, ensuring transparency and reproducibility.

Qualifications:

  • Bachelor's degree or higher in Computer Science, Electrical Engineering, Linguistics, or related field.
  • Strong background in natural language processing (NLP), with hands-on experience in developing and deploying NLP models in production environments.
  • Proficiency in programming languages such as Python, TensorFlow, PyTorch, or NLTK, with experience in data manipulation and analysis.
  • Familiarity with NLP concepts and techniques, including tokenization, parsing, semantic analysis, and word embeddings.
  • Experience with cloud platforms such as AWS, Azure, or Google Cloud, and proficiency in using relevant tools and services for NLP development and deployment.
  • Strong problem-solving abilities and analytical thinking, with a keen attention to detail and a passion for tackling complex technical challenges.
  • Excellent communication and collaboration skills, with the ability to work effectively in cross-functional teams and communicate technical concepts to non-technical stakeholders.

Benefits

  • Competitive salary: The industry standard salary for NLP Engineers typically ranges from $150,000 to $230,000 per year, depending on experience and qualifications. Exceptional candidates may be eligible for higher compensation packages.
  • 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 team-building activities and social events.
  • Opportunities for career growth and advancement within the company.
  • Exciting projects with real-world impact across diverse industries.
  • Chance to work alongside top talent and industry experts in the field of natural language processing.

Join Us: Ready to shape the future of NLP? Apply now to join our team and be part of an exciting journey of innovation and discovery!

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