Much of Binghamton's current employment base is oriented toward technology and defense manufacturing, though the sector has been diminishing since 1990. Areas of specialization include systems integration, flight simulation, and printed circuit board manufacturing. The largest such companies in the area are Lockheed Martin, BAE Systems, IBM, Sanmina-SCI, and Universal Instruments. Other notable technology firms include i3 Electronics, Rockwell Collins, and L-3 Communications, which absorbed the Link Aviation operations. Although not a large employer, the McIntosh Laboratory is a well-known high-end manufacturer of audio amplifiers, receivers, and other components. Despite the sustained job losses, the Binghamton MSA had 13% of New York State's computer and electronics manufacturing jobs as of 2010.