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  • Google recruitment paper

    Posted by thinkdj on June 22nd, 2007
    Discuss | 716 pageviews

    This is the recruitment paper for freshers @ google. Now, this explains the reason why freshers are highly paid ( India : freshers : 12 lacs per annum)

    Paper Type : Aptitude – General
    Test Date : 1 January 2005

    1. Solve this cryptic equation, realizing of course that values for M
    and E could be interchanged. No leading zeros are allowed.

    WWWDOT – GOOGLE = DOTCOM

    This can be solved through systematic application of logic. For
    example, cannot be equal to 0, since . That would make , but , which
    is not possible.
    Here is a slow brute-force method of solution that takes a few minutes
    on a relatively fast machine:
    This gives the two solutions

    777589 – 188106 == 589483
    777589 – 188103 == 589486

    Here is another solution using Mathematica’s Reduce command:
    A faster (but slightly more obscure) piece of code is the following:
    Faster still using the same approach (and requiring ~300 MB of memory):
    Even faster using the same approach (that does not exclude leading
    zeros in the solution, but that can easily be weeded out at the end):
    Here is an independent solution method that uses branch-and-prune techniques:
    And the winner for overall fastest:

    2. Write a haiku describing possible methods for predicting search
    traffic seasonality.

    MathWorld’s search engine
    seemed slowed this May. Undergrads
    prepping for finals.

    3.

    1
    1 1
    2 1
    1 2 1 1
    1 1 1 2 2 1

    What’s the next line?
    312211. This is the “look and say” sequence in which each term after
    the first describes the previous term: one 1 (11); two 1s (21); one 2
    and one 1 (1211); one 1, one 2, and two 1’s (111221); and so on. See
    the look and say sequence entry on MathWorld for a complete write-up
    and the algebraic form of a fascinating related quantity known as
    Conway’s constant.

    4. You are in a maze of twisty little passages, all alike. There is a
    dusty laptop here with a weak wireless connection. There are dull,
    lifeless gnomes strolling around. What dost thou do?

    A) Wander aimlessly, bumping into obstacles until you are eaten by a grue.
    B) Use the laptop as a digging device to tunnel to the next level.
    C) Play MPoRPG until the battery dies along with your hopes.
    D) Use the computer to map the nodes of the maze and discover an exit path.
    E) Email your resume to Google, tell the lead gnome you quit and find
    yourself in whole different world [sic].

    In general, make a state diagram. However, this method would not work
    in certain pathological cases such as, say, a fractal maze. &nsp;For
    an example of this and commentary, see Ed Pegg’s column about state
    diagrams and mazes.

    5. What’s broken with Unix?
    Their reproductive capabilities.
    How would you fix it?

    [This exercise is left to the reader.]

    6. On your first day at Google, you discover that your cubicle mate
    wrote the textbook you used as a primary resource in your first year
    of graduate school. Do you:

    A) Fawn obsequiously and ask if you can have an autograph.
    B) Sit perfectly still and use only soft keystrokes to avoid
    disturbing her concentration
    C) Leave her daily offerings of granola and English toffee from the food bins.
    D) Quote your favorite formula from the textbook and explain how it’s
    now your mantra.
    E) Show her how example 17b could have been solved with 34 fewer
    lines of code.
    [This exercise is left to the reader.]

    7. Which of the following expresses Google’s over-arching philosophy?

    A) “I’m feeling lucky”
    B) “Don’t be evil”
    C) “Oh, I already fixed that”
    D) “You should never be more than 50 feet from food”
    E) All of the above

    [This exercise is left to the reader.]

    8. How many different ways can you color an icosahedron with one of
    three colors on each face?

    For an asymmetric 20-sided solid, there are possible 3-colorings. For
    a symmetric 20-sided object, the Polya enumeration theorem can be used
    to obtain the number of distinct colorings. Here is a concise
    Mathematica implementation: /o:p>
    What colors would you choose?

    [This exercise is left to the reader.]

    9. This space left intentionally blank. Please fill it with something
    that improves upon emptiness.

    For nearly 10,000 images of mathematical functions, see The Wolfram
    Functions Site visualization gallery.

    10. On an infinite, two-dimensional, rectangular lattice of 1-ohm
    resistors, what is the resistance between two nodes that are a
    knight’s move away?

    This problem is discussed in J. Cserti’s 1999 arXiv preprint. It is
    also discussed in The Mathematica GuideBook for Symbolics, the
    forthcoming fourth volume in Michael Trott’s GuideBook series, the
    first two of which were published just last week by Springer-Verlag.
    The contents for all four GuideBooks, including the two not yet
    published, are available on the DVD distributed with the first two
    GuideBooks.

    11. It’s 2PM on a sunny Sunday afternoon in the Bay Area. You’re
    minutes from the Pacific Ocean, redwood forest hiking trails and world
    class cultural attractions. What do you do?

    [This exercise is left to the reader.]

    12. In your opinion, what is the most beautiful math equation ever derived?

    There are obviously many candidates. The following list gives ten of
    the authors’ favorites:

    1. Archimedes’ recurrence formula: , , ,
    2. Euler formula:
    3. Euler-Mascheroni constant:
    4. Riemann hypothesis: and implies
    5. Gaussian integral:
    6. Ramanujan’s prime product formula:
    7. Zeta-regularized product:
    8. Mandelbrot set recursion:
    9. BBP formula:
    10. Cauchy integral formula:

    An excellent paper discussing the most beautiful equations in physics
    is Daniel Z. Freedman’s “Some beautiful equations of mathematical
    physics.” Note that the physics view on beauty in equations is less
    uniform than the mathematical one. To quote the
    not-necessarily-standard view of theoretical physicist P.A.M. Dirac,
    “It is more important to have beauty in one’s equations than to have
    them fit experiment.”

    13. Which of the following is NOT an actual interest group formed by
    Google employees?

    A. Women’s basketball
    B. Buffy fans
    C. Cricketeers
    D. Nobel winners
    E. Wine club
    14. What will be the next great improvement in search technology?

    Semantic searching of mathematical formulas. See This for work currently
    underway at Wolfram Research that will be made available in the near
    future.

    15. What is the optimal size of a project team, above which additional
    members do not contribute productivity equivalent to the percentage
    increase in the staff size?

    A) 1
    B) 3
    C) 5
    D) 11
    E) 24
    [This exercise is left to the reader.]

    16. Given a triangle ABC, how would you use only a compass and
    straight edge to find a point P such that triangles ABP, ACP and BCP
    have equal perimeters? (Assume that ABC is constructed so that a
    solution does exist.)

    This is the isoperimetric point, which is at the center of the larger
    Soddy circle. It is related to Apollonius’ problem. The three tangent
    circles are easy to construct: The circle around has diameter , which
    gives the other two circles. A summary of compass and straightedge
    constructions for the outer Soddy circle can be found in “Apollonius’
    Problem: A Study of Solutions and Their Connections” by David Gisch
    and Jason M. Ribando.

    17. Consider a function which, for a given whole number n, returns the
    number of ones required when writing out all numbers between 0 and n.
    For example, f(13)=6. Notice that f(1)=1. What is the next largest n
    such that f(n)=n?

    The following Mathematica code computes the difference between [the
    cumulative number of 1s in the positive integers up to n] and [the
    value of n itself] as n ranges from 1 to 500,000:

    The solution to the problem is then the first position greater than
    the first at which data equals 0:
    which are the first few terms of sequence A014778 in the On-Line
    Encyclopedia of Integer Sequences.
    Checking by hand confirms that the numbers from 1 to 199981 contain a
    total of 199981 1s:

    18. What is the coolest hack you’ve ever written?

    While there is no “correct” answer, a nice hack for solving the first
    problem in the SIAM hundred-dollar, hundred-digit challenge can be
    achieved by converting the limit into the strongly divergent series:
    and then using Mathematica’s numerical function SequenceLimit to
    trivially get the correct answer (to six digits),
    You must tweak parameters a bit or write your own sequence limit to
    get all 10 digits.
    [Other hacks are left to the reader.]

    19. ‘Tis known in refined company, that choosing K things out of N can
    be done in ways as many as choosing N minus K from N: I pick K, you
    the remaining.

    This simply states the binomial coefficient identity .
    Find though a cooler bijection, where you show a knack uncanny, of
    making your choices contain all K of mine. Oh, for pedantry: let K be
    no more than half N.
    ‘Tis more problematic to disentangle semantic meaning precise from the
    this paragraph of verbiage peculiar.

    20. What number comes next in the sequence: 10, 9, 60, 90, 70, 66, ?

    A) 96
    B) 1000000000000000000000000000000000\
    0000000000000000000000000000000000\
    000000000000000000000000000000000
    C) Either of the above
    D) None of the above

    This can be looked up and found to be sequence A052196 in the On-Line
    Encyclopedia of Integer Sequences, which gives the largest positive
    integer whose English name has n letters. For example, the first few
    terms are ten, nine, sixty, ninety, seventy, sixty-six, ninety-six,
    …. A more correct sequence might be ten, nine, sixty, googol,
    seventy, sixty-six, ninety-six, googolplex. And also note,
    incidentally, that the correct spelling of the mathematical term
    “googol” differs from the name of the company that made up this
    aptitude test.
    The first few can be computed using the NumberName function in Eric
    Weisstein’s MathWorld packages:
    A mathematical solution could also be found by fitting a Lagrange
    interpolating polynomial to the six known terms and extrapolating:

    21. In 29 words or fewer, describe what you would strive to accomplish
    if you worked at Google Labs.

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