[
 {
  "id": "python",
  "label": "Python",
  "category": "language",
  "area": "Programming languages"
 },
 {
  "id": "sql",
  "label": "SQL",
  "category": "language",
  "area": "Programming languages"
 },
 {
  "id": "r",
  "label": "R",
  "category": "language",
  "area": "Programming languages"
 },
 {
  "id": "scala_java",
  "label": "Scala / Java",
  "category": "language",
  "area": "Programming languages"
 },
 {
  "id": "typescript",
  "label": "TypeScript",
  "category": "language",
  "area": "Programming languages"
 },
 {
  "id": "systems_lang",
  "label": "Rust / C++ / Go",
  "category": "language",
  "area": "Programming languages"
 },
 {
  "id": "classical_ml",
  "label": "Classical ML",
  "category": "ml",
  "area": "Machine learning"
 },
 {
  "id": "deep_learning",
  "label": "Deep learning",
  "category": "ml",
  "area": "Machine learning"
 },
 {
  "id": "recsys_ranking",
  "label": "RecSys / ranking",
  "category": "ml",
  "area": "Machine learning"
 },
 {
  "id": "nlp",
  "label": "NLP",
  "category": "ml",
  "area": "Machine learning"
 },
 {
  "id": "computer_vision",
  "label": "Computer vision",
  "category": "ml",
  "area": "Machine learning"
 },
 {
  "id": "time_series",
  "label": "Time series",
  "category": "ml",
  "area": "Machine learning"
 },
 {
  "id": "forecasting",
  "label": "Forecasting",
  "category": "ml",
  "area": "Machine learning"
 },
 {
  "id": "quant_research",
  "label": "Quant finance research",
  "category": "stats",
  "area": "Statistics & experimentation"
 },
 {
  "id": "llm_apps",
  "label": "LLM applications",
  "category": "genai",
  "area": "GenAI / LLM engineering"
 },
 {
  "id": "rag",
  "label": "RAG",
  "category": "genai",
  "area": "GenAI / LLM engineering"
 },
 {
  "id": "agents",
  "label": "Agents",
  "category": "genai",
  "area": "GenAI / LLM engineering"
 },
 {
  "id": "fine_tuning",
  "label": "Fine-tuning",
  "category": "genai",
  "area": "GenAI / LLM engineering"
 },
 {
  "id": "model_evaluation",
  "label": "Model evaluation / evals",
  "category": "genai",
  "area": "GenAI / LLM engineering"
 },
 {
  "id": "llm_observability",
  "label": "LLM observability",
  "category": "genai",
  "area": "GenAI / LLM engineering"
 },
 {
  "id": "statistics",
  "label": "Statistics",
  "category": "stats",
  "area": "Statistics & experimentation"
 },
 {
  "id": "experimentation",
  "label": "A/B experimentation",
  "category": "stats",
  "area": "Statistics & experimentation"
 },
 {
  "id": "causal_inference",
  "label": "Causal inference",
  "category": "stats",
  "area": "Statistics & experimentation"
 },
 {
  "id": "pipelines_etl",
  "label": "Pipelines / ETL",
  "category": "data_eng",
  "area": "Data engineering"
 },
 {
  "id": "orchestration",
  "label": "Orchestration (Airflow…)",
  "category": "data_eng",
  "area": "Data engineering"
 },
 {
  "id": "spark_distributed",
  "label": "Spark / distributed",
  "category": "data_eng",
  "area": "Data engineering"
 },
 {
  "id": "dbt_modelling",
  "label": "dbt modelling",
  "category": "data_eng",
  "area": "Data engineering"
 },
 {
  "id": "streaming",
  "label": "Streaming",
  "category": "data_eng",
  "area": "Data engineering"
 },
 {
  "id": "warehouse",
  "label": "Data warehouse",
  "category": "data_eng",
  "area": "Data engineering"
 },
 {
  "id": "bi_dashboards",
  "label": "BI dashboards",
  "category": "analytics",
  "area": "Analytics & BI"
 },
 {
  "id": "product_analytics",
  "label": "Product analytics",
  "category": "analytics",
  "area": "Analytics & BI"
 },
 {
  "id": "model_serving",
  "label": "Model serving",
  "category": "mlops",
  "area": "MLOps & model serving"
 },
 {
  "id": "mlops_tooling",
  "label": "MLOps tooling",
  "category": "mlops",
  "area": "MLOps & model serving"
 },
 {
  "id": "containers",
  "label": "Containers / K8s",
  "category": "mlops",
  "area": "MLOps & model serving"
 },
 {
  "id": "cicd_testing",
  "label": "CI/CD & testing",
  "category": "mlops",
  "area": "MLOps & model serving"
 },
 {
  "id": "cloud",
  "label": "Cloud (AWS/GCP/Azure)",
  "category": "cloud",
  "area": "Cloud platforms"
 },
 {
  "id": "stakeholder_comms",
  "label": "Stakeholder communication",
  "category": "soft",
  "area": "Communication & leadership"
 },
 {
  "id": "mentoring_leadership",
  "label": "Mentoring / leadership",
  "category": "soft",
  "area": "Communication & leadership"
 },
 {
  "id": "customer_facing",
  "label": "Customer-facing",
  "category": "soft",
  "area": "Communication & leadership"
 },
 {
  "id": "research",
  "label": "Research",
  "category": "soft",
  "area": "Communication & leadership"
 },
 {
  "id": "software_engineering",
  "label": "Software engineering",
  "category": "swe",
  "area": "Software engineering"
 },
 {
  "id": "apis_services",
  "label": "APIs & integration",
  "category": "swe",
  "area": "Software engineering"
 },
 {
  "id": "data_governance",
  "label": "Data governance",
  "category": "data_eng",
  "area": "Data engineering"
 },
 {
  "id": "responsible_ai",
  "label": "Responsible AI",
  "category": "genai",
  "area": "GenAI / LLM engineering"
 }
]