Senior Natural Language Processing (NLP) Engineer
Company: Unreal Gigs
Location: San Francisco
Posted on: November 13, 2024
Job Description:
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.Key
Responsibilities:
- Model Development: Design, develop, and implement advanced NLP
models and algorithms to solve complex language understanding and
generation tasks.
- Data Preparation: Collect, preprocess, and annotate textual
data for training NLP models, ensuring data quality and
relevance.
- Model Training and Evaluation: Train and evaluate NLP models
using appropriate techniques and metrics, optimizing for
performance, accuracy, and scalability.
- Model Deployment: Deploy NLP models into production
environments, ensuring seamless integration with existing systems
and platforms.
- Performance Optimization: Optimize the performance of NLP
models and systems, leveraging techniques such as distributed
computing and GPU acceleration.
- Domain Adaptation: Adapt pre-trained language models to
specific domains or use cases, fine-tuning model parameters and
architectures as needed.
- Feature Engineering: Identify and engineer relevant features
from raw textual data to improve model performance and predictive
accuracy.
- 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.
- 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.
- 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!
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Keywords: Unreal Gigs, Tracy , Senior Natural Language Processing (NLP) Engineer, Engineering , San Francisco, California
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