The DGFT is currently under the Ministry of Commerce and Industry.
In a letter to Finance Minister Arun Jaitley, the Indian Revenue Service (Customs and Central Excise) association said such a move will help in better facilitation of trade inside and outside of India.
The commerce ministry through the foreign trade policy has undertaken a number of measures like imposition of anti-dumping duty, formulation of trade policies and setting up of Special Economic Zones, said the letter written by Anup K Srivastava, president of the association and a senior IRS officer.
"It would be prudent that DGFT be brought into the Ministry of Finance so that there is uniformity in the policy and trade has only one agency to interact with. This, it is felt that such a change would boost the trade measures taken by the government and make India a destination for foreign investment," said the letter.
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"It is felt that the same would not only be detrimental to the trade, but the economic development of the country at large," Srivastava said.
The creation of a separate directorate in the Ministry of Commerce when a well developed mechanism of similar type is existing in the Central Board of Excise and Customs (CBEC) under the finance ministry, is felt to be leading to "duplication of work" and setting in confusion in the trade, he said.
"These are the IEC codes belonging to unscrupulous elements and drawback to the tune of thousands of crores have been taken by them, besides entering into the business of money laundering, by way of fake exports. This in itself appears to be defeating the work being done by the government towards a corruption-free market," the letter said.
"This issue primarily stems from the fact that the officials of DGFT are not tuned and trained towards investigation and enforcement," the letter added.
The association has the support of about 4,000 IRS officers and about 76,000 staff working under the Central Board of Excise and Custom (CBEC).