The decision was taken at a meeting of the Union Cabinet chaired by Prime Minister Narendra Modi here.
The package involves implementation of central scheme 'Indian Footwear, Leather & Accessories Development Programme' with an approved expenditure of Rs 2,600 crore over the three financial years from 2017-18 to 2019-20.
"The scheme would lead to development of infrastructure for the leather sector, address environment concerns specific to the leather sector, facilitate additional investments, employment generation and increase in production.
The special package has the potential to generate 3.24 lakh new jobs in 3 years and assist in formalisation of two lakh jobs as cumulative impact in footwear, leather and accessories sector, added the statement.
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The special package also includes measures for simplification of labour laws and incentives for employment generation.
These include enhancing the scope of Section 80JJAA of the Income Tax Act for providing deduction to an Indian company engaged in manufacture of goods in a factory towards additional wages paid for three years to new workmen.
The package also includes introduction of fixed term employment.
"In order to attract large scale investments at global scale, the regulatory framework for labour related issues is proposed to be addressed by introduction of Fixed Term Employment under Sub Section (1) of section 15 of Industrial Employment (Standing Order) Act, 1946 looking at the seasonal nature of leather, footwear and accessories industry," said the statement.