diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 007ca3d8..46cec885 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -41,7 +41,7 @@ jobs:
     strategy:
       max-parallel: 4
       matrix:
-        python-version: [3.6, 3.7, 3.8, 3.9]
+        python-version: [3.7, 3.8, 3.9]
 
     steps:
       - name: Checkout
@@ -68,7 +68,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        runtime-param: [3.6, 3.7, 3.8, 3.9]
+        runtime-param: [3.7, 3.8, 3.9]
     steps:
       - name: Checkout
         uses: actions/checkout@v2
diff --git a/README.md b/README.md
index 5e03ca54..ccc51f98 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@
 [![Slack](https://chat.datadoghq.com/badge.svg?bg=632CA6)](https://chat.datadoghq.com/)
 [![License](https://img.shields.io/badge/license-Apache--2.0-blue)](https://github.com/DataDog/datadog-lambda-python/blob/main/LICENSE)
 
-Datadog Lambda Library for Python (3.6, 3.7, 3.8, and 3.9) enables [enhanced Lambda metrics](https://docs.datadoghq.com/serverless/enhanced_lambda_metrics), [distributed tracing](https://docs.datadoghq.com/serverless/distributed_tracing), and [custom metric submission](https://docs.datadoghq.com/serverless/custom_metrics) from AWS Lambda functions.
+Datadog Lambda Library for Python (3.7, 3.8, and 3.9) enables [enhanced Lambda metrics](https://docs.datadoghq.com/serverless/enhanced_lambda_metrics), [distributed tracing](https://docs.datadoghq.com/serverless/distributed_tracing), and [custom metric submission](https://docs.datadoghq.com/serverless/custom_metrics) from AWS Lambda functions.
 
 ## Installation
 
diff --git a/pyproject.toml b/pyproject.toml
index e5cb89f1..58de0f71 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,14 +16,13 @@ packages = [
     { include = "datadog_lambda" }
 ]
 classifiers = [
-    "Programming Language :: Python :: 3.6",
     "Programming Language :: Python :: 3.7",
     "Programming Language :: Python :: 3.8",
     "Programming Language :: Python :: 3.9",
 ]
 
 [tool.poetry.dependencies]
-python = ">=3.6.0,<4"
+python = ">=3.7.0,<4"
 datadog = "^0.41"
 wrapt = "^1.11.2"
 ddtrace = "^0.61.1"
diff --git a/scripts/add_new_region.sh b/scripts/add_new_region.sh
index 6384319f..005c8616 100755
--- a/scripts/add_new_region.sh
+++ b/scripts/add_new_region.sh
@@ -12,8 +12,8 @@ set -e
 
 OLD_REGION='us-east-1'
 
-PYTHON_VERSIONS_FOR_AWS_CLI=("python3.6" "python3.7" "python3.8" "python3.9")
-LAYER_NAMES=("Datadog-Python36" "Datadog-Python37" "Datadog-Python38" "Datadog-Python39")
+PYTHON_VERSIONS_FOR_AWS_CLI=("python3.7" "python3.8" "python3.9")
+LAYER_NAMES=("Datadog-Python37" "Datadog-Python38" "Datadog-Python39")
 NEW_REGION=$1
 
 publish_layer() {
diff --git a/scripts/build_layers.sh b/scripts/build_layers.sh
index f2c70ff9..0bf67f49 100755
--- a/scripts/build_layers.sh
+++ b/scripts/build_layers.sh
@@ -14,7 +14,7 @@ set -e
 
 LAYER_DIR=".layers"
 LAYER_FILES_PREFIX="datadog_lambda_py"
-AVAILABLE_PYTHON_VERSIONS=("3.6" "3.7" "3.8" "3.9")
+AVAILABLE_PYTHON_VERSIONS=("3.7" "3.8" "3.9")
 
 # Determine which Python versions to build layers for
 if [ -z "$PYTHON_VERSION" ]; then
diff --git a/scripts/check_layer_size.sh b/scripts/check_layer_size.sh
index c213d496..d788dd3a 100755
--- a/scripts/check_layer_size.sh
+++ b/scripts/check_layer_size.sh
@@ -14,7 +14,7 @@ MAX_LAYER_UNCOMPRESSED_SIZE_KB=$(expr 16 \* 1024)
 
 LAYER_FILES_PREFIX="datadog_lambda_py"
 LAYER_DIR=".layers"
-VERSIONS=("3.6" "3.7" "3.8" "3.9")
+VERSIONS=("3.7" "3.8" "3.9")
 
 for version in "${VERSIONS[@]}"
 do
diff --git a/scripts/list_layers.sh b/scripts/list_layers.sh
index 8a845edd..2835187e 100755
--- a/scripts/list_layers.sh
+++ b/scripts/list_layers.sh
@@ -10,7 +10,7 @@
 
 set -e
 
-LAYER_NAMES=("Datadog-Python36" "Datadog-Python37" "Datadog-Python38" "Datadog-Python38-ARM" "Datadog-Python39" "Datadog-Python39-ARM")
+LAYER_NAMES=("Datadog-Python37" "Datadog-Python38" "Datadog-Python38-ARM" "Datadog-Python39" "Datadog-Python39-ARM")
 AVAILABLE_REGIONS=$(aws ec2 describe-regions | jq -r '.[] | .[] | .RegionName')
 LAYERS_MISSING_REGIONS=()
 
diff --git a/scripts/publish_layers.sh b/scripts/publish_layers.sh
index f3c790d7..d7d12ea4 100755
--- a/scripts/publish_layers.sh
+++ b/scripts/publish_layers.sh
@@ -13,9 +13,9 @@ set -e
 # Makes sure any subprocesses will be terminated with this process
 trap "pkill -P $$; exit 1;" INT
 
-PYTHON_VERSIONS_FOR_AWS_CLI=("python3.6" "python3.7" "python3.8" "python3.8" "python3.9" "python3.9")
-LAYER_PATHS=(".layers/datadog_lambda_py-amd64-3.6.zip" ".layers/datadog_lambda_py-amd64-3.7.zip" ".layers/datadog_lambda_py-amd64-3.8.zip" ".layers/datadog_lambda_py-arm64-3.8.zip" ".layers/datadog_lambda_py-amd64-3.9.zip" ".layers/datadog_lambda_py-arm64-3.9.zip")
-AVAILABLE_LAYERS=("Datadog-Python36" "Datadog-Python37" "Datadog-Python38" "Datadog-Python38-ARM" "Datadog-Python39" "Datadog-Python39-ARM")
+PYTHON_VERSIONS_FOR_AWS_CLI=("python3.7" "python3.8" "python3.8" "python3.9" "python3.9")
+LAYER_PATHS=(".layers/datadog_lambda_py-amd64-3.7.zip" ".layers/datadog_lambda_py-amd64-3.8.zip" ".layers/datadog_lambda_py-arm64-3.8.zip" ".layers/datadog_lambda_py-amd64-3.9.zip" ".layers/datadog_lambda_py-arm64-3.9.zip")
+AVAILABLE_LAYERS=("Datadog-Python37" "Datadog-Python38" "Datadog-Python38-ARM" "Datadog-Python39" "Datadog-Python39-ARM")
 ARCHS=("amd64" "amd64" "amd64""amd64" "amd64" "arm64")
 AVAILABLE_REGIONS=$(aws ec2 describe-regions | jq -r '.[] | .[] | .RegionName')
 
diff --git a/scripts/run_integration_tests.sh b/scripts/run_integration_tests.sh
index 62936ede..895a9e50 100755
--- a/scripts/run_integration_tests.sh
+++ b/scripts/run_integration_tests.sh
@@ -11,7 +11,7 @@ set -e
 # These values need to be in sync with serverless.yml, where there needs to be a function
 # defined for every handler_runtime combination
 LAMBDA_HANDLERS=("async-metrics" "sync-metrics")
-RUNTIMES=("python36" "python37" "python38" "python39")
+RUNTIMES=("python37" "python38" "python39")
 
 LOGS_WAIT_SECONDS=20
 
@@ -28,12 +28,11 @@ mismatch_found=false
 # [0]: serverless runtime name
 # [1]: python version
 # [2]: random 8-character ID to avoid collisions with other runs
-python36=("python3.6" "3.6" $(xxd -l 4 -c 4 -p < /dev/random))
 python37=("python3.7" "3.7" $(xxd -l 4 -c 4 -p < /dev/random))
 python38=("python3.8" "3.8" $(xxd -l 4 -c 4 -p < /dev/random))
 python39=("python3.9" "3.9" $(xxd -l 4 -c 4 -p < /dev/random))
 
-PARAMETERS_SETS=("python36" "python37" "python38" "python39")
+PARAMETERS_SETS=("python37" "python38" "python39")
 
 if [ -z "$RUNTIME_PARAM" ]; then
     echo "Python version not specified, running for all python versions."
diff --git a/scripts/run_tests.sh b/scripts/run_tests.sh
index 9b5e87de..9d667cd9 100755
--- a/scripts/run_tests.sh
+++ b/scripts/run_tests.sh
@@ -8,7 +8,7 @@
 # Run unit tests in Docker
 set -e
 
-PYTHON_VERSIONS=("3.6" "3.7" "3.8" "3.9")
+PYTHON_VERSIONS=("3.7" "3.8" "3.9")
 
 for python_version in "${PYTHON_VERSIONS[@]}"
 do
diff --git a/scripts/sign_layers.sh b/scripts/sign_layers.sh
index 679f3f27..56337dd1 100755
--- a/scripts/sign_layers.sh
+++ b/scripts/sign_layers.sh
@@ -9,7 +9,6 @@ set -e
 
 LAYER_DIR=".layers"
 LAYER_FILES=(
-    "datadog_lambda_py-amd64-3.6.zip"
     "datadog_lambda_py-amd64-3.7.zip"
     "datadog_lambda_py-amd64-3.8.zip"
     "datadog_lambda_py-arm64-3.8.zip"
diff --git a/tests/integration/snapshots/logs/async-metrics_python36.log b/tests/integration/snapshots/logs/async-metrics_python36.log
deleted file mode 100644
index f63f20e6..00000000
--- a/tests/integration/snapshots/logs/async-metrics_python36.log
+++ /dev/null
@@ -1,1353 +0,0 @@
-START
-{
-  "m": "aws.lambda.enhanced.invocations",
-  "v": 1,
-  "e": XXXX,
-  "t": [
-    "region:sa-east-1",
-    "account_id:XXXX",
-    "functionname:integration-tests-python-XXXX-async-metrics_python36",
-    "resource:integration-tests-python-XXXX-async-metrics_python36",
-    "cold_start:true",
-    "memorysize:1024",
-    "runtime:python3.6",
-    "datadog_lambda:vXX",
-    "dd_lambda_layer:datadog-python36_X.X.X"
-  ]
-}
-{
-  "m": "hello.dog",
-  "v": 1,
-  "e": XXXX,
-  "t": [
-    "team:serverless",
-    "role:hello",
-    "dd_lambda_layer:datadog-python36_X.X.X"
-  ]
-}
-{
-  "m": "tests.integration.count",
-  "v": 21,
-  "e": XXXX,
-  "t": [
-    "test:integration",
-    "role:hello",
-    "dd_lambda_layer:datadog-python36_X.X.X"
-  ]
-}
-HTTP GET https://datadoghq.com/ Headers: ["Accept-Encoding:gzip, deflate", "Accept:*/*", "Connection:keep-alive", "User-Agent:python-requests/X.X.X", "x-datadog-parent-id:XXXX", "x-datadog-sampling-priority:1", "x-datadog-trace-id:XXXX"] Data: {}
-HTTP GET https://www.datadoghq.com/ Headers: ["Accept-Encoding:gzip, deflate", "Accept:*/*", "Connection:keep-alive", "User-Agent:python-requests/X.X.X", "x-datadog-parent-id:XXXX", "x-datadog-sampling-priority:1", "x-datadog-trace-id:XXXX"] Data: {}
-{
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-        "trace_id": "XXXX",
-        "parent_id": "XXXX",
-        "span_id": "XXXX",
-        "service": "XXXX.execute-api.us-east-2.amazonaws.com",
-        "resource": "GET /",
-        "name": "aws.apigateway",
-        "error": 0,
-        "start": "XXXX",
-        "duration": "XXXX",
-        "meta": {
-          "runtime-id": "XXXX",
-          "_dd.origin": "lambda",
-          "operation_name": "aws.apigateway.rest",
-          "http.url": "XXXX.execute-api.us-east-2.amazonaws.com/",
-          "endpoint": "/",
-          "http.method": "GET",
-          "resource_names": "GET /",
-          "apiid": "XXXX",
-          "apiname": "XXXX",
-          "stage": "Prod",
-          "request_id": "XXXX",
-          "_inferred_span.synchronicity": "sync",
-          "_inferred_span.tag_source": "self",
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-      },
-      {
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-        "parent_id": "XXXX",
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-        "resource": "integration-tests-python-XXXX-async-metrics_python36",
-        "name": "aws.lambda",
-        "error": 0,
-        "start": "XXXX",
-        "duration": "XXXX",
-        "meta": {
-          "_dd.origin": "lambda",
-          "cold_start": "true",
-          "function_arn": "arn:aws:lambda:sa-east-1:XXXX:sa-east-1-tests-python-XXXX-async-metrics_python36",
-          "function_version": "$LATEST",
-          "request_id": "XXXX",
-          "resource_names": "integration-tests-python-XXXX-async-metrics_python36",
-          "functionname": "integration-tests-python-XXXX-async-metrics_python36",
-          "datadog_lambda": "X.X.X",
-          "dd_trace": "X.X.X",
-          "span.name": "aws.lambda",
-          "function_trigger.event_source": "api-gateway",
-          "function_trigger.event_source_arn": "XXXX",
-          "http.url": "XXXX.execute-api.us-east-2.amazonaws.com",
-          "http.url_details.path": "/Prod/",
-          "http.method": "GET",
-          "http.status_code": "200"
-        },
-        "metrics": {
-          "_dd.top_level": 1
-        },
-        "type": "serverless"
-      },
-      {
-        "trace_id": "XXXX",
-        "parent_id": "XXXX",
-        "span_id": "XXXX",
-        "service": "aws.lambda",
-        "resource": "requests.request",
-        "name": "requests.request",
-        "error": 0,
-        "start": "XXXX",
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-        "meta": {
-          "_dd.origin": "lambda",
-          "http.method": "GET",
-          "http.url": "https://datadoghq.com/",
-          "http.status_code": "200"
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-        "metrics": {
-          "_dd.measured": 1
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-        "type": "http"
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-          "http.method": "GET",
-          "http.url": "https://www.datadoghq.com/",
-          "http.status_code": "200"
-        },
-        "metrics": {
-          "_dd.measured": 1
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-        "type": "http"
-      }
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-  "v": 1,
-  "e": XXXX,
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-    "region:sa-east-1",
-    "account_id:XXXX",
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-    "runtime:python3.6",
-    "datadog_lambda:vXX",
-    "dd_lambda_layer:datadog-python36_X.X.X"
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-{
-  "m": "hello.dog",
-  "v": 1,
-  "e": XXXX,
-  "t": [
-    "team:serverless",
-    "role:hello",
-    "dd_lambda_layer:datadog-python36_X.X.X"
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-{
-  "m": "tests.integration.count",
-  "v": 21,
-  "e": XXXX,
-  "t": [
-    "test:integration",
-    "role:hello",
-    "dd_lambda_layer:datadog-python36_X.X.X"
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-HTTP GET https://datadoghq.com/ Headers: ["Accept-Encoding:gzip, deflate", "Accept:*/*", "Connection:keep-alive", "User-Agent:python-requests/X.X.X", "x-datadog-parent-id:XXXX", "x-datadog-sampling-priority:1", "x-datadog-trace-id:XXXX"] Data: {}
-HTTP GET https://www.datadoghq.com/ Headers: ["Accept-Encoding:gzip, deflate", "Accept:*/*", "Connection:keep-alive", "User-Agent:python-requests/X.X.X", "x-datadog-parent-id:XXXX", "x-datadog-sampling-priority:1", "x-datadog-trace-id:XXXX"] Data: {}
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-}
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-  "m": "aws.lambda.enhanced.invocations",
-  "v": 1,
-  "e": XXXX,
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-    "region:sa-east-1",
-    "account_id:XXXX",
-    "functionname:integration-tests-python-XXXX-async-metrics_python36",
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-    "memorysize:1024",
-    "runtime:python3.6",
-    "datadog_lambda:vXX",
-    "dd_lambda_layer:datadog-python36_X.X.X"
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-}
-{
-  "m": "hello.dog",
-  "v": 1,
-  "e": XXXX,
-  "t": [
-    "team:serverless",
-    "role:hello",
-    "dd_lambda_layer:datadog-python36_X.X.X"
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-}
-{
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-  "t": [
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-}
-HTTP GET https://datadoghq.com/ Headers: ["Accept-Encoding:gzip, deflate", "Accept:*/*", "Connection:keep-alive", "User-Agent:python-requests/X.X.X", "x-datadog-parent-id:XXXX", "x-datadog-sampling-priority:1", "x-datadog-trace-id:XXXX"] Data: {}
-HTTP GET https://www.datadoghq.com/ Headers: ["Accept-Encoding:gzip, deflate", "Accept:*/*", "Connection:keep-alive", "User-Agent:python-requests/X.X.X", "x-datadog-parent-id:XXXX", "x-datadog-sampling-priority:1", "x-datadog-trace-id:XXXX"] Data: {}
-{
-  "traces": [
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-        "parent_id": "XXXX",
-        "span_id": "XXXX",
-        "service": "eventbridge",
-        "resource": "eventbridge.custom.event.sender",
-        "name": "aws.eventbridge",
-        "error": 0,
-        "start": "XXXX",
-        "duration": "XXXX",
-        "meta": {
-          "runtime-id": "XXXX",
-          "_dd.origin": "lambda",
-          "operation_name": "aws.eventbridge",
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-          "detail_type": "testdetail",
-          "_inferred_span.synchronicity": "async",
-          "_inferred_span.tag_source": "self"
-        },
-        "metrics": {
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-HTTP POST https://api.datadoghq.com/api/v1/distribution_points?api_key=XXXX Headers: ["Accept-Encoding:gzip, deflate", "Accept:*/*", "Connection:keep-alive", "Content-Encoding:deflate", "Content-Length:XXXX", "Content-Type:application/json", "User-Agent:datadogpy/0.41.0 (python XX; os linux; arch x86_64)", "x-datadog-parent-id:XXXX", "x-datadog-sampling-priority:1", "x-datadog-trace-id:XXXX"] Data: {"series": [{"metric": "hello.dog", "points": [[XXXX, [1.0]]], "type": "distribution", "host": null, "device": null, "tags": ["team:serverless", "role:hello", "dd_lambda_layer:datadog-python36_X.X.X"], "interval": 10}, {"metric": "tests.integration.count", "points": [[XXXX, [21.0]]], "type": "distribution", "host": null, "device": null, "tags": ["test:integration", "role:hello", "dd_lambda_layer:datadog-python36_X.X.X"], "interval": 10}]}
-{
-  "traces": [
-    [
-      {
-        "trace_id": "XXXX",
-        "parent_id": "XXXX",
-        "span_id": "XXXX",
-        "service": "aws.lambda",
-        "resource": "requests.request",
-        "name": "requests.request",
-        "error": 0,
-        "start": "XXXX",
-        "duration": "XXXX",
-        "meta": {
-          "runtime-id": "XXXX",
-          "_dd.origin": "lambda",
-          "http.method": "POST",
-          "http.url": "https://api.datadoghq.com/api/v1/distribution_points",
-          "http.status_code": "202"
-        },
-        "metrics": {
-          "_dd.agent_psr": 1,
-          "system.pid": "XXXX",
-          "_dd.measured": 1,
-          "_sampling_priority_v1": 1,
-          "_dd.top_level": 1
-        },
-        "type": "http"
-      }
-    ]
-  ]
-}
-END Duration: XXXX ms Memory Used: XXXX MB