Just a few mins after sending this email, I came across a SO post. Enabling the following parameters helped me with logging in:
Still, I was not able to login but the error was helpful enough to troubleshoot now.
advanced.config was required to finally login.
[
{rabbit, [
{auth_backends, [rabbit_auth_backend_ldap]}
]},
{rabbitmq_auth_backend_ldap, [
{servers, ["
ipa.company.com"]},
{user_dn_pattern, "uid=${username},cn=users,cn=accounts,dc=company,dc=com"},
{tag_queries, [
{administrator, {in_group, "cn=xxxxx,cn=groups,cn=accounts,dc=company,dc=com", "uniqueMember"}},
{management, {constant, true}}
]}
]}
].