Initial commit of the job recommendation model

config.json

@@ -1,18 +1,31 @@
-{
-    "sklearn": {
-        "environment": [
-            "scikit-learn",
-            "pandas",
-            "numpy"
-        ],
-        "example_input": {
-            "data": []
-        },
-        "model": {
-            "file": "recommendation_model.pkl"
-        },
-        "model_format": "pickle",
-        "task": "tabular-classification",
-        "use_intelex": false
-    }
+{
+    "sklearn": {
+        "columns": [
+            "final_hard_skill",
+            "final_soft_skill",
+            "candidate_field"
+        ],
+        "environment": [
+            "scikit-learn",
+            "pandas",
+            "numpy"
+        ],
+        "example_input": {
+            "candidate_field": [
+                ""
+            ],
+            "final_hard_skill": [
+                "Python, Java, Finance, Excel"
+            ],
+            "final_soft_skill": [
+                "Communication, Teamwork"
+            ]
+        },
+        "model": {
+            "file": "recommendation_pipeline.pkl"
+        },
+        "model_format": "pickle",
+        "task": "tabular-classification",
+        "use_intelex": false
+    }
 }

recommendation_pipeline.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9655dfac29088c278da63ff29c960b71de72c4477d43fcdc82285087a63506a3
+size 163153