
Data Architect
2 days ago
Job Opportunity
We are seeking a skilled Data Scientist & AI Engineer who is passionate about solving real-world problems using data, machine learning, and cutting-edge AI technologies.
This role offers the opportunity to work on advanced predictive modeling, Generative AI, and Natural Language Processing (NLP), while collaborating with cross-functional teams to deliver innovative solutions.
Key Responsibilities
- Design, develop, and deploy predictive models and machine learning algorithms for classification, regression, and clustering.
- Build and optimize Retrieval-Augmented Generation (RAG) pipelines and scalable systems using large language models (LLMs).
- Fine-tune and customize LLMs to align with specific business use cases.
- Explore and evaluate open-source LLMs to stay ahead of emerging AI advancements.
- Apply traditional NLP techniques (e.g., BERT, text classification, sentiment analysis, NER).
- Develop and maintain APIs for AI models using frameworks such as FastAPI, ensuring scalability and reliability.
- Collaborate with data scientists, product managers, and engineers to integrate AI-driven features into products.
- Perform data preprocessing, feature engineering, and validation for ML/AI models.
- Document solutions and communicate insights clearly to both technical and business stakeholders.
- Continuously improve models, pipelines, and analytics processes.
Required Skills and Qualifications
- Strong programming skills in Python with libraries such as Pandas, NumPy, Scikit-learn, Matplotlib, and Seaborn.
- Solid experience with SQL for data extraction and transformation.
- Hands-on experience building and tuning supervised & unsupervised ML models.
- Understanding of model evaluation metrics (accuracy, precision, recall, F1-score, ROC-AUC).
- Familiarity with GenAI concepts and production-grade implementation.
- Exposure to traditional NLP or recommendation systems is a plus.
- Knowledge of data engineering practices including cleaning, transformation, and pipeline automation.
- Experience with version control tools (Git) and Jupyter notebooks.
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