
NLP Model Development Expert
4 days ago
We are seeking a seasoned AI Engineering Specialist to join our team. In this role, you will design, develop, and deploy artificial intelligence models that drive business outcomes.
The ideal candidate will have 7+ years of experience in software development with a strong focus on AI and machine learning. You will work closely with cross-functional teams to create scalable and efficient NLP-driven solutions.
Responsibilities include:
- Designing and testing contextually relevant prompts to guide model outputs for desired performance.
- Applying zero-shot, few-shot, and many-shot learning methods to maximize model performance without extensive retraining.
- Evaluating model performance using BLEU, ROUGE, and other relevant metrics.
- Deploying trained and fine-tuned models into production environments, integrating with real-time systems and pipelines.
Required Skills and Qualifications
To succeed in this role, you will need:
- Strong understanding of attention mechanisms, self-attention layers, tokenization, embeddings, and context windows.
- Proven experience in fine-tuning pre-trained models for NLP tasks (summarization, classification, text generation, translation, Q&A).
- Expertise in prompt engineering, including zero-shot, few-shot, many-shot learning, and prompt template creation.
- Experience with instruction-based prompting and Chain-of-Thought prompting for reasoning tasks.
- Proficiency in Python and NLP libraries/frameworks such as Hugging Face Transformers, SpaCy, NLTK, PyTorch, TensorFlow.
- Experience in deploying models into production environments.
- Awareness of bias, hallucinations, and limitations in LLM outputs.
- Experience with LLM observability tools and monitoring pipelines.
- Exposure to cloud platforms (AWS, GCP, Azure) for scalable model deployment.
As an AI Engineering Specialist at our company, you can expect:
- A competitive salary and benefits package.
- Opportunities for career growth and professional development.
- A collaborative and dynamic work environment.
- Access to cutting-edge technology and tools.
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