Stereotypes about qualities frequent in Countries of such /political/ quality (such as said alleged "need for development", following the poster) are not implied.
'Third' is proper for "non-aligned"; 'developing' when noting such state makes sense (special sense, since growth seems to be a shared goal); some other term for other cases - such as "rich in raw materials", etc.