NLP Developer

Flaresight

Source: Other Source

Views: 394|Published on: Jul 11, 2024

IT & Telecommunication

Entry Level

Full Time

Vacancy: 1

NAGARNJU -2, KATHMANDU|

Experience: Not Required|

Job Description

Roles and responsibilities of this job

About the job

We are seeking a highly skilled and motivated NLP Developer with expertise in Large Language Models (LLM) to join our dynamic team. The ideal candidate will be responsible for designing, developing, and implementing state-of-the-art NLP solutions to address complex business problems. This role requires a deep understanding of natural language processing techniques, machine learning algorithms, and the ability to work with large-scale language models.

Key Responsibilities:

Develop and Implement NLP Solutions: Design and implement NLP models and algorithms for various applications such as text classification, sentiment analysis, named entity recognition, machine translation, and more.
Leverage LLMs: Utilize large language models (e.g., GPT, BERT, T5) to develop advanced NLP solutions and enhance existing systems.
Data Preprocessing and Analysis: Perform data preprocessing, cleaning, and transformation to prepare datasets for training and evaluation of NLP models.
Model Training and Optimization: Train and fine-tune NLP models, optimize them for performance, and deploy them into production environments.
Collaborate with Cross-functional Teams: Work closely with data scientists, software engineers, and product managers to understand requirements and deliver high-quality NLP solutions.
Research and Innovation: Stay up-to-date with the latest advancements in NLP and LLM technologies, and drive innovation by integrating new techniques and methodologies into the development process.
Performance Monitoring and Improvement: Monitor the performance of deployed models, identify areas for improvement, and implement necessary enhancements to ensure optimal performance.
Documentation and Reporting: Maintain comprehensive documentation of NLP models, algorithms, and processes, and present findings and recommendations to stakeholders.

Required Skills and Qualifications:

Educational Background: Bachelor's or Master’s degree in Computer Science, Data Science, Computational Linguistics, or a related field.
Experience: Proven experience in developing and deploying NLP solutions, with a strong emphasis on working with large language models.
Technical Skills:
Proficiency in programming languages such as Python, and familiarity with NLP libraries/frameworks like NLTK, spaCy, Hugging Face Transformers, etc.
Experience with machine learning frameworks such as TensorFlow, PyTorch, or similar.
Strong understanding of NLP concepts, including tokenization, part-of-speech tagging, parsing, word embeddings, and transformers.
Analytical Skills: Excellent analytical and problem-solving skills, with the ability to work with large datasets and extract meaningful insights.
Communication: Strong verbal and written communication skills, with the ability to explain complex technical concepts to non-technical stakeholders.
Team Player: Ability to work effectively in a team-oriented environment and collaborate with cross-functional teams.
Adaptability: Willingness to learn and adapt to new technologies and methodologies in a rapidly evolving field.

Preferred Qualifications:

Advanced Knowledge: Experience with specific large language models such as GPT-3, BERT, or similar.
Project Experience: Previous experience in working on large-scale NLP projects in industry or academia.
Cloud Platforms: Familiarity with cloud platforms such as AWS, Google Cloud, or Azure for deploying NLP models.
Open Source Contributions: Contributions to open-source NLP projects or publications in reputable NLP conferences/journals.

Job Specification

Required qualifications for this job

Required Education Level:Under Graduate (Bachelor)

Required Experience:Not Required

Skills Required

Required skills for this job

Software Development

Python (Programming Language)

Artificial Intelligence (Ai)

Natural Language Processing (Nlp)

Large Language Models (Llm)

Applying Procedure

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Apply Before: Jul 11, 2024

About the organization

Flaresight

Flaresight is a developer and provider of software solutions and Information Technology services to a range of businesses and organizations. In the past, we have developed solutions for educational institutions, legal service providers, accounting service providers, etc. We have also developed general-purpose business tool such as meeting management.