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Data Scientist: Building Intelligent Systems
2 weeks ago
Our organization is seeking a skilled Cloud-Based AI/ML Developer to develop and deploy cloud-based applications, including Large Language Models (LLM)/Generative Artificial Intelligence (GenAI), into production.
As an AI/ML Developer, you will be responsible for developing skills required for building Machine Learning models and deploying them for production. You will also perform feature engineering, exploratory data analysis (EDA), pipeline creation, model training, and hyperparameter tuning with structured and unstructured data sets.
Key Responsibilities:
- Develop Python code to convert SAS scripts
- Develop Machine Learning models using structured and unstructured data sets
- Perform feature engineering, EDA, and pipeline creation
Requirements:
- Hands-on experience working with Python and SAS conversions
- Strong mathematics and statistics skills
- Skilled in AI-specific utilities like Hugging Face Transformers
- Ability to understand business requirements and derive use cases from structured/unstructured data
- Excellent communication and storytelling skills
- Programming Skills – Python, Scikit-Learn, TensorFlow, PyTorch, Keras
- Machine Learning and Deep Learning Algorithms
- Model building, Hyperparameter tuning, and Model performance metrics
- MLOps, Data Pipeline, Data Engineering
- Statistics Knowledge (Probability Distributions, Hypothesis Testing)
- Time series modeling, Forecasting, Image/Video Analytics, and Natural Language Processing (NLP)
- ML services from Clouds such as AWS, GCP, Azure, and Databricks
- Optional - Big Data knowledge of Spark, Hive