What are the responsibilities and job description for the Natural Language Processing Engineer position at Tiger Analytics?
Required Skill set:
- Highly Skilled in Python and familiarity with libraries and frameworks TensorFlow, PyTorch, Hugging Face Transformers, etc.
- Proven experience designing, develop, and implement machine learning models with a focus on NLP and LLM applications. Extensive experience with NLP techniques and tools such as tokenization, named entity recognition, sentiment analysis, etc.
- Experience with performing data preprocessing, feature engineering, and model training on large datasets.
- Experience with Fine-tune and optimizing LLMs such as GPT, BERT, or similar architectures for specific use cases.
- Hands-on experience with LLMs like GPT, Llama, BERT or similar models.
- Experience building & supporting AWS architecture and using AWS services.
- At least 5 to 6 years of total experience and a minimum of 2 to 3 years of experience with the above skills.
- Familiarity with Agile Development principles
- Experience with software engineering fundamentals including object-oriented design, data structures, dependency injection, testable code, and algorithms.
- Experience with software engineering tools, such as Eclipse, Git, and others.
- Able to write clean, maintainable code, and read code created by others.
- Highly collaborative, fast learner, willing to jump in and help wherever needed.
- Enthusiasm for learning and experimenting with new technologies, tools, and processes.
What it takes:
- Undergraduate degree in a related field or the equivalent combination of training and experience
- Software Development experience
- Strong written and oral communication skills
- Strong, demonstrated analysis and problem-solving skills.
- Strong planning and organizational skills
- Ability to implement instrumentation to gather business-specific metrics around consumer usage patterns.
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