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Ed Lazowska Bill & Melinda Gates Chair in Computer Science & Engineering University of Washington July 2013 Computer Science – Facts and Fantasies
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Today zUW Computer Science & Engineering zEducation for the 21 st century zWhy computer science? zWhy a research-intensive university? zWhat your students will experience in UW Computer Science & Engineering zBe a Mythbuster
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UW Computer Science & Engineering zRanked among the top 10 programs in the nation (of >200) yMIT, Stanford, Berkeley, Carnegie Mellon, Cornell, Illinois, Washington, Princeton, Texas, Georgia Tech, Caltech, Wisconsin, Michigan, UCLA, UCSD … zTwo undergraduate programs yComputer Science (College of Arts & Sciences) yComputer Engineering (College of Engineering) z> 300 degrees per year y~200 Bachelors (growing to ~240) y~85 Masters y~25 Ph.D.
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zAdmission “ Regular Admission ” for UW students who have fulfilled a set of prerequisites (math, physical sciences, computer science, etc.) xOffered twice each year – for autumn and spring quarters x~15% of majors “ Accelerated Admission ” for students who do extremely well in our introductory courses x~15% of majors “ Direct Admission ” for top high school students xOffered in the spring, for autumn quarter, coordinated with the UW Admissions Office and the UW Honors Program
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zExtraordinary students yFully 1/3 of the UW class medalists since 2000 have been CSE majors Our “fair share” would be 2% zA deep commitment to providing a top-tier undergraduate education yWinner of 5 UW Distinguished Teaching Awards yWinner of the inaugural UW Brotman Award for Instructional Excellence yIn a typical quarter, CSE has 2/3’s of the top-performing instructors in the 10-department UW College of Engineering, according to student course evaluations x9 of the top 10 instructors in the most recent quarter
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zWe produce students who can design and build stuff yEmphasis on teamwork and design y80% of undergraduates do at least one internship y50% of undergraduates participate in faculty-guided research x#1 school in the nation in students recognized in the past 10 years in the Computing Research Association “Outstanding Undergraduate Researchers Award” competition yA top-5 supplier of students to Amazon.com, Google, and Microsoft (along with MIT, Stanford, Berkeley, and Carnegie Mellon) yThe predominate supplier to many leading smaller firms headquartered here
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zTech companies that can be choosy, choose CSE
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zMessage #1 yThere are various reasons to go out of state for college yGetting the best computer science or computer engineering education in the nation is not one of them
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Once upon a time, the “ content ” of the goods we produced was largely physical Education for the 21 st century
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Then we transitioned to goods whose “ content ” was a balance of physical and intellectual
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In the “ innovation economy, ” the content of goods is almost entirely intellectual rather than physical
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zWhat kind of education is needed to produce goods whose content is almost entirely intellectual rather than physical?
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STEM Education in Washington: The Facts of the Matter Ed Lazowska Bill & Melinda Gates Chair in Computer Science & Engineering University of Washington With huge thanks to Kristin Osborne Director of Policy & Communications Technology Alliance http://lazowska.cs.washington.edu/STEM.pdf
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“Innovation is in our nature” This is true of our economy and our population.
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By any measure, Washington is a leader in America’s innovation economy. 2010 Kauffman Foundation New Economy Index:* 1. Massachusetts 2. Washington 3. Maryland 4. New Jersey 5. Connecticut 7. California 8. Virginia 9. Colorado 10. New York 12. Utah * Index #6 Delaware and #11 New Hampshire intentionally omitted.
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Source: Technology Alliance: The Economic Impact of Technology-based Industries in Washington State, 2010 Growth in Private Sector Technology Employment in Washington State, 1974-2009 Software & Computer Services All Other Tech Industries Aerospace Employment in our private sector technology industries has quadrupled since 1974.
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An economy driven by a highly educated, innovative workforce. Sources: National Science Foundation: Science & Engineering Indicators, 2010; Milken Institute: State Technology and Science Index: Enduring Lessons for the Intangible Economy, 2011 Intensity of S&E workforce Intensity of Engineers Intensity of Computer specialists Washington’s National Rankings Human Capital 2 2 5 1 % of payroll in high tech NAICS codes
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So, who are these people? It turns out that they are not our own children!
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Washington is the 2 nd largest importer of degrees among tech states (and 1st, by far, as a proportion of population). Net Migration: 22-39 Year Olds, Bachelor’s Degree or Higher (2007) Source: National Center for Higher Education Management Systems/U.S. Census Bureau 57,386 24,543 WA
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We rank very low in engineering degree production relative to engineering occupations. In-state Engineering Degree Production Per 1,000 Engineering Occupations (2005) 103.6 29.8 Source: NCHEMS/U.S. Census Bureau WA Nation
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It’s the same story in computer science. In-state Computer Science Degree Production per 1,000 Computer Science Occupations (2005) 55.7 21.0 Nation WA Source: NCHEMS/U.S. Census Bureau
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Is this inevitable, given the vibrancy of our technology sector? Or do we have pipeline and/or capacity issues?
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A mismatch between economic opportunity and our educational output. Sources: ITIF/Kauffman Foundation: The 2010 State New Economy Index; National Science Foundation: Science & Engineering Indicators 2010; NCHEMS/Postsecondary Opportunity NS&E bachelor’s production Total bachelor’s production S&E graduate program participation Intensity of S&E workforce Intensity of Engineers Intensity of Computer specialists % of payroll in high tech NAICS codes 2 5 1 2 (all indexed to age-range population) 31 35 46
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We lag in S&E degree production not only as a function of workforce, but also as a function of population. Natural Science & Engineering Bachelor’s Degrees Per 1,000 18-24 Year Olds Source: NSF, Science & Engineering Indicators 2010 Note: NS&E degrees include physical, computer, agricultural, biological, earth, atmospheric, and ocean sciences; mathematics; and engineering. 11.5 7.7 Nation WA
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Same for total bachelor’s degree production. Bachelor’s Degrees Per 1,000 18-24 Year Olds 72.5 47.8 Source: NSF, Science & Engineering Indicators 2010 Nation WA
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We rank last among tech states in S&E graduate program participation. Science & Engineering Graduate Students Per 1,000 Population 25-34 Years of Age (2007) Source: NSF, Science & Engineering Indicators 2010 Note: S&E includes physical, computer, agricultural, biological, earth, atmospheric, ocean, and social sciences; psychology; mathematics; and engineering. 28.7 7.1 Nation WA
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There are pipeline issues from secondary to postsecondary To deal with the gathering storm, we need to stop the leaks.
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obtain a degree within 150% time 18 students don’t graduate high school on time students enter 9 th grade graduates don’t enroll directly in college 100 10 don’t return sophomore year Source: NCHEMS Note: Data for high school graduation doesn’t account for transfers to private high schools and out-of-state. The calculation for college graduation doesn’t account for transfers across institutions. Our kids’ futures are leaking! 7 don’t graduate within 150% time 31 34
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Student Pipeline: Transition & Completion Rates, 9 th Grade to College (2008) Source: NCHEMS/Tom Mortenson, Postsecondary Opportunity 30.2 18.1 Overall, our pipeline is the leakiest among the tech states. Nation WA
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We are last among tech states in the proportion of high school graduates who move directly to college. College-going Rates of Recent High School Graduates (2008) 74.6 50.7 Source: NCHEMS/Tom Mortenson, Postsecondary Opportunity Nation WA
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48% 29% Of the ones who do move directly to college, too many are unprepared for college-level work. Source: Washington State Board for Community & Technical Colleges: Role of Pre-College (Developmental and Remedial) Education for Recent High School Graduates Attending Washington Community and Technical Colleges, 2009 Only 23% of 2008 high school graduates entering our 2-year colleges enrolled in college-level math or already had the math required for their degree. Not enrolled in any math and no record of having completed math required for degree Enrolled in pre-college (remedial) math A Math Problem: 23% Enrolled in or completed math required for degree
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Reducing the leaks in the pipeline is critical for our citizens, our economy, and our society. Source: Bureau of Labor Statistics, Current Population Survey
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Behind the numbers… A human tragedy is unfolding in our state.
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The mismatch between the skills required for available jobs and the skills people have is growing. 5 1 % Change in Skills Mismatch Index by State (2007-2010) 1 st quartile (least change) 2 nd quartile 3 rd quartile 4 th quartile (greatest change) Source: Estavao, Marcello and Evridiki Tsounta, “Has the Great Recession Raised U.S. Structural Unemployment?” International Monetary Fund, 2011/Haver Analytics, U.S. Bureau of Labor Statistics, U.S. Census Bureau, author’s calculations
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In the last 3 years, Washington’s skills mismatch grew more than that of all but one other state. 5 1 % Change in Skills Mismatch Index by State (2007-2010) Source: Marcello and Tsounta, courtesy of Drew DeSilver, Seattle Times. 41.9% WA 2.5%
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Source: Used with permission from the Seattle Times. The people who held the jobs we’re losing aren’t going to get the jobs we’re creating. 57% of the job openings among the top 10 occupations are in computing.
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Yes, it’s a pipeline issue, but it’s also a capacity issue! In the race for talent, ideas and economic opportunity…all STEM is important, but all STEM is not created equal!
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Source: Bureau of Labor Statistics Science & Technology Job Growth (2010-2020) 85% 70% 60% Nationally, 85% of all STEM jobs are projected to be in computer science and other fields of engineering.
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Source: Bureau of Labor Statistics, National Science Foundation Annualized Job Openings vs. Annual Degrees Granted (2008-2018) Nationally, within STEM there is a significant mismatch between jobs and degrees.
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41 Source: Washington State HECB, SBCTC, and WTECB: A Skilled and Educated Workforce, 2011 Update. Analysis of Employment Security Department and IPEDS data. In Washington, computer science, followed by other fields of engineering, has the largest gap between supply and demand.
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Let’s put the vowel back in STEM!
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z Message #2 y The vanguard of our economy is the production of goods whose content is almost entirely intellectual y It takes a Bachelors + education to produce these goods y If you steer a capable student towards a 2-year program as his or her end-goal, you are doing that student a disservice y Not every student needs college prep. But every student needs life prep. Increasingly, math and science and “Computational Thinking” are life prep. x“ Honors, AP, and IB English, math, and science ”
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Why Computer Science? z It’s creative, it’s challenging, it’s exciting z It’s increasingly fundamental to many other fields y And thus it ’ s great preparation for these fields z There are tons of jobs y Although this is not a reason to choose a major!
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http://www.cs.washington.edu/WhyCSE/ z Power to Change the World y People enter computer science for all sorts of aspirational reasons z Pathways in Computer Science y A computer science education is the gateway to all sorts of careers in addition to the software industry z A day in the life y The software industry is pretty cool
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The Impact “ From smartphones to eBook readers to game consoles to personal computers; from corporate datacenters to cloud services to scientific supercomputers; from digital photography and photo editing, to MP3 music players, to streaming media, to GPS navigation; from robot vacuum cleaners in the home, to adaptive cruise control in cars and the real-time control systems in hybrid vehicles, to robot vehicles on and above the battlefield; from the Internet and the World Wide Web to email, search engines, eCommerce, and social networks; from medical imaging, to computer- assisted surgery, to the large-scale data analysis that is enabling evidence- based healthcare and the new biology; from spreadsheets and word processing to revolutions in inventory control, supply chain, and logistics; from the automatic bar-coding of hand-addressed first class mail, to remarkably effective natural language translation, to rapidly improving speech recognition – our world today relies to an astonishing degree on systems, tools, and services that belong to a vast and still growing domain known as Networking and Information Technology (NIT).”
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“ As a field of inquiry, NIT has a rich intellectual agenda – as rich as that of any other field of science or engineering. ” “ In addition, NIT is arguably unique among all fields of science and engineering in the breadth of its impact. ” “ The development and application of NIT-related systems, services, tools and methodologies have boosted U.S. labor productivity more than any other set of forces in recent decades. Advances in NIT, deployed pervasively throughout the U.S. economy, have helped U.S. workers become the world ’ s most productive and have enabled the U.S. to remain one of the world ’ s most competitive economies. ”
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The Future Role “ Recent technological and societal trends place the further advancement and application of NIT squarely at the center of our Nation ’ s ability to achieve essentially all of our priorities and to address essentially all of our challenges: Advances in NIT are a key driver of economic competitiveness. They create new markets and increase productivity. Advances in NIT are crucial to achieving our major national and global priorities in energy and transportation, education and life-long learning, healthcare, and national and homeland security. NIT will be an indispensable element in buildings that manage their own energy usage; attention-gripping, personalized methods that reinforce classroom lessons; continuous unobtrusive assistance for people with physical and mental disabilities; and strong resilience to cyber warfare.
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Advances in NIT accelerate the pace of discovery in nearly all other fields. The latest NIT tools are helping scientists and engineers to illuminate the progression of Alzheimer ’ s disease, elucidate the nature of combustion, and predict the size of the ozone hole, to cite just a few examples. Advances in NIT are essential to achieving the goals of open government. Those advances will allow better access to government records, better and more accessible government services, and the ability both to learn from and communicate with the American public more effectively. ”
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Games Online media Broad e-tailing, Cloud Online travel Networking infrastructure RFID Focused e-tailing Bioinformatics High-performance computing Search, etc. Washington has innovators in most major information technology industry sectors Clustered storage Online real estate Software
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z Message #3 y Computer science is an incredible field y And there are tons of jobs y However, a Bachelors-level education is not about vocational training – it ’ s about preparation for life- long learning, and preparation for citizenship
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Why a research-intensive university?
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z What can we uniquely do? y Get students into the lab y Make them our partners in discovery y Prepare them for life-long learning at the forefront of knowledge and society x There is no field in which this is more important!
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z Erin Earl y Overlake School -> Robinson Center Transition School -> Robinson Center Early Entrance Program y Triple major in Music, Piano Performance, Computer Science y UW Dean’s Medal for the Arts y Indiana University Conservatory (3 months) y Google (5 years) y Harvard Law School y Clerkship in the United States District Court for the Eastern District of Virginia y -> Clerkship in the United States Court of Appeals for the Ninth Circuit
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z Raymond Zhang y Robinson Center Transition School -> Robinson Center Early Entrance Program y Double major in Biology, Computer Science x Undergraduate research in computational biology y Goldwater Scholar y Piano performances at Carnegie Hall, Lincoln Center, Benaroya Hall y 2013 UW Dean’s Medal in Engineering y -> UW CSE 5 th year Masters Program
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z Christophe Bisciglia y Gig Harbor High School y UW CSE y Google (5 years) y Cloudera, Inc. (Founder) (2.5 years) y WibiData (Founder and CEO)
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z Emma (Lynch) Nixon y Ballard High School ‘07 y UW CSE ‘11 x Undergraduate research on Games for Learning – Refraction x SDE intern at Microsoft y SDE at Microsoft
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z Message #4 y There ’ s no field in which it ’ s more important ot prepare students for lifelong learning y Bright, well-prepared, well-motivated students from all across this state get a mind-blowingly great education at UW
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What your students will experience in UW Computer Science & Engineering z“ Capstone Design Courses ” y Robot soccer => robot blimps => robot cars y“ Software system design ” y Computer animation y Ubiquitous computing y“ Google-scale computing ” y Many, many more http://www.cs.washington.edu/info/videos/
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z Message #5 y We are in “ the opportunity business ”
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