Machine Learning Engineer - NLP

Job Summary :

We are seeking a skilled Machine Learning Engineer specializing in Natural Language Processing (NLP) with 2-3 years of experience. You will work with state-of-the-art transformer models and large language models (LLMs) to develop advanced NLP applications that enhance user experiences and drive business success.

Key Responsibilities :

- Design, develop, and implement ML pipelines, NLP models using transformer architectures (e.g., BERT, GPT, T5).

- Analyze and preprocess large text datasets to ensure quality and relevance for model training.

- Conduct exploratory data analysis (EDA) to identify trends and anomalies using statistical methods and visualization techniques.

- Create interactive visualizations and dashboards to effectively communicate insights to stakeholders.

- Collaborate with software developers to integrate NLP solutions into existing products.

- Stay updated on the latest advancements in NLP and machine learning, applying cutting-edge techniques.

Required Skills :

- Solid understanding of transformer architectures and their applications in NLP.

- Experience in training and fine-tuning LLMs for various use cases.

- Strong data analysis skills using Pandas and NumPy.

- Expertise in data visualization tools (e.g., Matplotlib, Seaborn, Plotly).

- Familiarity with machine learning frameworks (e.g., TensorFlow, PyTorch, scikit-learn).

- Experience in data scraping with tools like Playwright,pypuppeter.

- Knowledge of RESTful APIs (Flask, FastAPI) for deploying applications.

- Understanding of SQL and NoSQL databases (e.g., MongoDB, MySQL) and vector databases (e.g., Chroma, Quadrant).

- Familiarity with cloud platforms (e.g., AWS, Azure, Google Cloud) for deploying ML models.

Qualifications :

- Bachelor's or Master's degree in Computer Science, Data Science, or a related field.

- 2-3 years of proven experience in developing and deploying NLP models using transformers and LLMs.

- Strong analytical and problem-solving skills with attention to detail.

- Excellent communication and collaboration skills, able to present complex findings clearly.

What We Offer :

- Opportunities for professional growth and development in cutting-edge technologies.

- The chance to work on impactful projects that make a real difference in the industry.