diff --git a/plug/pip_resolve.py b/plug/pip_resolve.py
index ec8b0da0..fdfc725c 100644
--- a/plug/pip_resolve.py
+++ b/plug/pip_resolve.py
@@ -7,6 +7,7 @@
 import utils
 import requirements
 import pipfile
+from operator import le, lt, gt, ge, eq, ne
 
 try:
     import pkg_resources
@@ -99,6 +100,48 @@ def create_package_as_root(package, dir_as_root):
 sys_platform_re = re.compile('sys_platform\s*==\s*[\'"](.+)[\'"]')
 sys_platform = sys.platform.lower()
 
+def satisfies_python_requirement(parsed_operator, parsed_python_version ):
+    # TODO: use python semver library to compare versions
+    operator_func = {
+        ">": gt,
+        "==": eq,
+        "<": lt,
+        "<=": le,
+        ">=": ge,
+        '!=': ne,
+    }[parsed_operator]
+    system_python = str(sys.version_info[0]) + '.' + str(sys.version_info[1])
+    satisfies = operator_func(float(system_python), float(parsed_python_version))
+    return satisfies
+
+def matches_python_version(requirement):
+    """Filter out requirements that should not be installed
+    in this Python version.
+    See: https://www.python.org/dev/peps/pep-0508/#environment-markers
+    """
+    python_version_re = re.compile('python_version\s*(==|<=|=>|>|<)\s*\'(.+)\'')
+    if isinstance(requirement, pipfile.PipfileRequirement):
+        markers_text = requirement.markers
+    else:
+        markers_text = requirement.line
+
+    if markers_text is None:
+        return True
+
+    if 'python_version' not in markers_text:
+        return True
+
+    match = python_version_re.findall(markers_text)
+    if len(match) > 0:
+        parsed_operator = match[0][0]
+        parsed_python_version = match[0][1]
+
+        if parsed_operator and parsed_python_version:
+            return satisfies_python_requirement(parsed_operator, parsed_python_version)
+        else:
+            return True
+
+
 def matches_environment(requirement):
     """Filter out requirements that should not be installed
     in this environment. Only sys_platform is inspected right now.
@@ -137,6 +180,7 @@ def get_requirements_list(requirements_file_path, dev_deps=False):
 
     req_list = filter(matches_environment, req_list)
     req_list = filter(is_testable, req_list)
+    req_list = filter(matches_python_version, req_list)
     required = [req.name.replace('_', '-') for req in req_list]
     return required
 
diff --git a/test/inspect.test.js b/test/inspect.test.js
index 82a1808c..2bc6fb72 100644
--- a/test/inspect.test.js
+++ b/test/inspect.test.js
@@ -370,6 +370,27 @@ test('package installed conditionally based on python version', function (t) {
     });
 });
 
+test('Pipfile package found conditionally based on python version', function (t) {
+  return Promise.resolve().then(function () {
+    chdirWorkspaces('pipfile-markers');
+    var venvCreated = testUtils.ensureVirtualenv('pipfile-markers');
+    t.teardown(testUtils.activateVirtualenv('pipfile-markers'));
+    if (venvCreated) {
+      testUtils.pipInstall();
+    }
+  })
+    .then(function () {
+      return plugin.inspect('.', 'Pipfile');
+    })
+    .then(function (result) {
+      var pkg = result.package;
+      t.notOk(pkg.dependencies.black, 'black dep ignored');
+      t.notOk(pkg.dependencies.stdeb, 'stdeb dep ignored');
+
+      t.end();
+    });
+});
+
 test('package depends on platform', function (t) {
   return Promise.resolve().then(function () {
     chdirWorkspaces('pip-app-deps-conditional');
@@ -446,7 +467,6 @@ test('deps with options', function (t) {
         t.equal(pkg.version, '0.0.0', 'version');
         t.end();
       });
-
       t.test('package dependencies', function (t) {
         t.match(pkg.dependencies.markupsafe, {
           name: 'markupsafe',
diff --git a/test/workspaces/pipfile-markers/Pipfile b/test/workspaces/pipfile-markers/Pipfile
new file mode 100644
index 00000000..8df5a7c9
--- /dev/null
+++ b/test/workspaces/pipfile-markers/Pipfile
@@ -0,0 +1,26 @@
+[dev-packages]
+"flake8" = ">=3.3.0,<4"
+sphinx = "<=1.5.5"
+twine = "*"
+sphinx-click = "*"
+click = "*"
+pytest_pypi = {path = "./tests/pytest-pypi", editable = true}
+stdeb = {version="*", markers="sys_platform == 'linux' ; python_version != '3.4"}
+black = {version="*", markers="python_version > '3.6'"}
+pytz = "*"
+towncrier = {git = "https://github.com/hawkowl/towncrier.git", editable = true, ref = "master"}
+parver = "*"
+invoke = "*"
+jedi = "*"
+isort = "*"
+rope = "*"
+passa = {editable = true, git = "https://github.com/sarugaku/passa.git"}
+bs4 = "*"
+
+[packages]
+
+[scripts]
+tests = "bash ./run-tests.sh"
+
+[pipenv]
+allow_prereleases = true