
Senior AI/ML Engineer- NLP/Python
1 week ago
Job Description
Responsibilities:
- Design, develop, and deploy AI/ML models for real-world applications.
- Work with NLP, deep learning, and traditional ML algorithms.
- Develop end-to-end ML pipelines.
- Optimize model performance using hyperparameter tuning.
- Implement AI-driven solutions using TensorFlow, PyTorch, Scikit-learn, and other frameworks.
- Work with structured and unstructured data, performing data wrangling and feature extraction.
- Deploy models in cloud environments (AWS, Azure, or GCP) using tools like SageMaker or Vertex AI.
- Collaborate with cross-functional teams to integrate AI models into production.
- Ensure scalability, performance, and efficiency of AI/ML solutions.
- Stay updated with emerging AI trends and technologies.
Required Skills:
- Strong experience in machine learning, deep learning, NLP, and AI model development.
- Proficiency in Python, TensorFlow, PyTorch, Scikit-learn, and OpenAI GPT models.
- Expertise in NLP techniques (Word2Vec, BERT, transformers, LLMs).
- Hands-on experience with computer vision (CNNs, OpenCV, YOLO).
- Solid understanding of ML model deployment and MLOps (Docker, Kubernetes).
- Experience with cloud platforms (AWS, Azure, GCP) for AI/ML model deployment.
- Strong knowledge of SQL, NoSQL databases, and big data processing tools (PySpark, Databricks).
- Familiarity with API development using Django, Flask, or FastAPI.
Preferred Skills:
- Experience with AI-powered chatbots and OpenAI API integration.
- Exposure to LLMs (GPT, LLaMA, Falcon, etc.) and generative AI models.
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