What are the responsibilities and job description for the Senior Data Scientist (AI & ML Expert) position at Novisync, Inc?
Key Responsibilities
- Develop and deploy ML models for classification, prediction, and automation.
- Design and implement end-to-end AI/ML solutions from data preprocessing to model deployment.
- Utilize NLP techniques for text processing, sentiment analysis, and entity recognition.
- Leverage Generative AI to create AI-driven automation solutions.
- Work with large datasets to extract insights and optimize model performance.
- Build and integrate automation agents using AI-driven approaches.
- Collaborate with data engineers and MLOps teams for model deployment and scalability.
- Stay updated with latest advancements in AI, ML, and automation technologies.
- Machine Learning & Deep Learning (TensorFlow, PyTorch, Scikit-learn)
- Natural Language Processing (NLP) (BERT, GPT, LLMs, SpaCy)
- Predictive Modeling & Classification
- Generative AI & LLMs (OpenAI, Hugging Face, LangChain)
- Automation Agents & AI-based Workflows
- End-to-End ML Pipelines (Data preprocessing, Feature Engineering, Model Deployment)
- Big Data & Cloud Platforms (AWS, GCP, Azure)
- MLOps & Model Optimization (Kubeflow, MLflow, Docker, Kubernetes)
- Programming (Python, SQL)