Lead Data Scientist

Caterpillar Inc

Bangalore, Karnataka, India

≈ 238,1 тыс.–319,1 тыс. ₽ · 3 тыс.–4 тыс. $ · 2,6 тыс.–3,5 тыс. €

284 750 – 381 667 INR

🏢 Офис

Senior

Полная занятость

Продуктовая

Индия

Tech

Описание вакансии

Обязанности

•Build scalable data models and data pipelines

•Conduct feature engineering and data processing

•Create dashboards visualizations and executive presentations

•Deploy and optimize AI/ML models

•Develop LLM NLP and semantic search applications

•Develop predictive optimization quality sustainability and automation solutions

•Establish MLOps monitoring governance and retraining processes

•Evaluate emerging AI technologies and algorithms

•Lead design and development of AI/ML solutions

•Perform data gathering and data mining

•Translate business requirements into solution architecture

Технологии: APIs, AWS, Agentic AI, Apache Kafka, Apache Spark, Azure, Azure DevOps, CI/CD, Computer Vision, Data Mining, Data Pipelines, Databricks, Deep learning, Distributed Computing, Docker, Feature Engineering, Generative AI, Git, Gradio, Kubernetes, LLM, Language Models, Language Processing, Large Language Models, MLflow, Machine Learning, Model Governance, Model Monitoring, Model retraining, Natural Language, Natural Language Processing, Predictive Analytics, PySpark, PyTorch, Python, SQL, Scikit-learn, Semantic Search, Statistical modeling, Streamlit, TensorFlow