hard_skills_clusters.json

{
    "9": [
        "Python (Programming Language)"
    ],
    "17": [
        "Data Science"
    ],
    "4": [
        "Machine Learning"
    ],
    "7": [
        "SQL (Programming Language)"
    ],
    "8": [
        "Statistics"
    ],
    "18": [
        "Computer Science"
    ],
    "15": [
        "Machine Learning Methods"
    ],
    "14": [
        "Levelling"
    ],
    "2": [
        "R (Programming Language)"
    ],
    "13": [
        "Algorithms"
    ],
    "12": [
        "Maintainability"
    ],
    "16": [
        "Automation"
    ],
    "1": [
        "Tableau (Business Intelligence Software)",
        "Data Visualization",
        "Quantitative Data Analysis",
        "Accounting",
        "Predictive Modeling",
        "Validations",
        "Google Cloud Platform (GCP)",
        "SAS Statistical Analysis",
        "SAS (Software)",
        "Finance",
        "Data Quality",
        "Business Intelligence",
        "Project Management",
        "Power BI",
        "Relational Databases",
        "Exploratory Data Analysis",
        "Data Structures",
        "Business Analytics"
    ],
    "19": [
        "Prediction",
        "Data Engineering",
        "Interactivity",
        "Statistical Modeling",
        "Product Management",
        "Amazon Data Pipeline",
        "Business Partnering",
        "Cross-Functional Collaboration",
        "New Product Development",
        "Snowflake (Data Warehouse)",
        "Scala (Programming Language)",
        "Artificial Neural Networks",
        "Applied Statistics",
        "Data Management",
        "Computer Vision",
        "Pyspark",
        "Keras (Neural Network Library)",
        "Data Extraction",
        "Version Control",
        "Databricks",
        "Decision Tree Learning",
        "Statistical Methods"
    ],
    "11": [
        "Deep Learning",
        "Artificial Intelligence",
        "Scalability",
        "Software Engineering",
        "Software Development",
        "Integrated Product Team",
        "Natural Language Processing",
        "Real Time Data",
        "Docker (Software)",
        "Data Processing Systems",
        "Kubernetes",
        "NoSQL",
        "Data Transformation",
        "DevOps"
    ],
    "6": [
        "Pipelining"
    ],
    "3": [
        "TensorFlow",
        "PyTorch (Machine Learning Library)",
        "Pandas (Python Package)",
        "Scikit-learn (Machine Learning Library)",
        "NumPy"
    ],
    "5": [
        "Big Data"
    ],
    "10": [
        "Mathematical Statistics",
        "Data Analysis",
        "Data Modeling",
        "Forecasting",
        "Time Series",
        "Product Data Management",
        "Operations Research",
        "Cross-Functional Team Leadership",
        "Extract Transform Load (ETL)",
        "C (Programming Language)",
        "Ocean Data View",
        "Model Building",
        "Mapping",
        "C++ (Programming Language)",
        "Data Collection",
        "Model-Driven Development",
        "Simulations",
        "Data Reference Model",
        "Statistical Hypothesis Testing",
        "Applied Mathematics"
    ],
    "0": [
        "Investments"
    ]
}