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Senior AI / ML Engineer - NLP / Deep Learning

Senior AI / ML Engineer - NLP / Deep Learning

ConfidentialKolkata
30+ days ago
Job description

Key Responsibilities

  • Design, develop, and deploy AI / ML models for real-world applications
  • Apply NLP, deep learning, and traditional machine learning algorithms to solve complex business problems
  • Build end-to-end machine learning pipelines, including data preprocessing, feature engineering, model training, and deployment
  • Optimize model performance through hyperparameter tuning and rigorous evaluation techniques
  • Develop AI solutions using TensorFlow, PyTorch, Scikit-learn, OpenAI APIs, Hugging Face, and similar frameworks
  • Work with structured and unstructured data for wrangling, transformation, and feature extraction
  • Deploy models on cloud platforms such as AWS, Azure, or GCP using SageMaker, Vertex AI, or Azure ML
  • Collaborate with software engineers, data scientists, and product teams to integrate AI models into production
  • Ensure model scalability, performance, and efficiency in real-time environments
  • Stay informed on emerging trends in AI and apply innovative techniques to improve solutions

Required Qualifications

  • Strong experience in machine learning, deep learning, NLP, and AI model development
  • Proficiency in Python and frameworks such as TensorFlow, PyTorch, Scikit-learn, and OpenAI GPT models
  • In-depth knowledge of NLP techniques such as Word2Vec, BERT, Transformers, LLMs, and text classification
  • Hands-on experience in computer vision using CNNs, OpenCV, YOLO, and custom object detection models
  • Solid understanding of MLOps tools and practices including Docker, Kubernetes, and CI / CD for ML models
  • Experience deploying models on cloud platforms (AWS, Azure, GCP)
  • Familiarity with SQL and NoSQL databases as well as big data tools like PySpark, Databricks, Hadoop, and Kafka
  • Knowledge of API development using Django, Flask, or FastAPI for serving AI models
  • Strong analytical, problem-solving, and communication skills
  • Preferred Qualifications

  • Experience building AI-powered chatbots and integrating OpenAI APIs
  • Exposure to LLMs such as GPT, LLaMA, and Falcon for practical implementations
  • Hands-on experience with generative AI models
  • Skills Required

    Aws, Azure, Gcp, Azure ML, Sql, Nosql, Pyspark

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