I'm still confused, a lot of you guys are giving us a lot of tongue twisters! LOL... I looked up in the dictionary what the term Skepticism really means to understand the term better myself. Here is what I got...
Skeptics/Skepticism =
In ordinary usage, skepticism or scepticism refers to an attitude of doubt or a disposition to incredulity either in general or toward a particular object,
the doctrine that true knowledge or knowledge in a particular area is uncertain, or
the method of suspended judgment, systematic doubt, or criticism that is characteristic of skeptics (Merriam–Webster).
In philosophy, skepticism refers more specifically to any one of several propositions.
These include propositions about:the limitations of knowledge,
a method of obtaining knowledge through systematic doubt and continual testing,
the arbitrariness, relativity, or subjectivity of moral values,
a method of intellectual caution and suspended judgment,
a lack of confidence in positive motives for human conduct or positive outcomes for human enterprises, that is, cynicism and pessimism
In classical philosophy, skepticism refers to the teachings and the traits of the Skeptikoi, a school of philosophers of whom it was said that they "asserted nothing but only opined" (Liddell and Scott). In this sense, philosophical skepticism, or pyrrhonism, is the philosophical position that one should avoid the postulation of final truths. Turned on itself, skepticism would question that skepticism is a valid perspective at all.
In religion, skepticism refers to "doubt concerning basic religious principles (as immortality, providence, and revelation)" (Merriam–Webster).
The word skepticism can characterize a position on a single claim, but in scholastic circles more frequently describes a lasting mindset and an approach to accepting or rejecting new information. Individuals who proclaim to have a skeptical outlook are frequently called skeptics, often without regard to whether it is philosophical skepticism or empirical skepticism that they profess.
Paranormal Research =
Approaching paranormal phenomena from a research perspective is often difficult because even when the phenomena are seen as real they may be difficult to explain using existing rules or theory. By definition, paranormal phenomena exist outside of conventional norms, if they exist at all. Skeptics contend that they don't. Despite this challenge, studies on the paranormal are periodically conducted by researchers from various disciplines. Some researchers study just the beliefs in paranormal phenomena regardless of whether the phenomena actually exist.
This section deals with various approaches to the paranormal including those scientific, pseudoscientific, and unscientific. Skeptics feel that supposed scientific approaches are actually pseudoscientific for several reasons which are explored below.
Anecdotal Approach =
An anecdotal approach to the paranormal involves the collection of anecdotal evidence, which is an informal account of something that presumably happened. Anecdotes are often in contrast to empirical evidence, which are types of formal accounts that can be investigated using the scientific method. The anecdotal approach is not a scientific approach to the paranormal because it leaves verification dependent on the credibility of the party presenting the evidence. It is also subject to such logical fallacies as cognitive bias, inductive reasoning, lack of falsifiability, and other fallacies that may prevent the anecdote from having meaningful information to impart. Nevertheless, it is a common approach to paranormal phenomena.
Charles Fort (1874 – 1932) is perhaps the best known collector of paranormal anecdotes. Fort is said to have compiled as many as 40,000 notes on unexplained phenomena, though there were no doubt many more than these. These notes came from what he called "the orthodox conventionality of Science", which were odd events originally printed in respected mainstream scientific journals or newspapers such as Scientific American, The Times, Nature and Science. From these researches Fort wrote seven books, though only four survive. These are: The Book of the Damned (1919), New Lands (1923), Lo! (1931) and Wild Talents (1932); one book was written between New Lands and Lo! but it was abandoned and absorbed into Lo!.
Reported events that he collected include teleportation (a term Fort is generally credited with coining); poltergeist events, falls of frogs, fishes, inorganic materials of an amazing range; crop circles; unaccountable noises and explosions; spontaneous fires; levitation; ball lightning (a term explicitly used by Fort); unidentified flying objects; mysterious appearances and disappearances; giant wheels of light in the oceans; and animals found outside their normal ranges (see phantom cat). He offered many reports of OOPArts, abbreviation for "out of place" artifacts: strange items found in unlikely locations. He also is perhaps the first person to explain strange human appearances and disappearances by the hypothesis of alien abduction, and was an early proponent of the extraterrestrial hypothesis.
Fort is considered by many as the father of modern paranormalism, which is the belief in paranormal phenomena.
Experimental Approach =
Experimental investigation of the paranormal is largely conducted in the multidisciplinary field of parapsychology. Although parapsychology has its roots in earlier research, it began using the experimental approach in the 1930s under the direction of J. B. Rhine (1895 – 1980). Rhine popularized the now famous methodology of using card-guessing and dice-rolling experiments in a laboratory in the hopes of finding a statistical validation of extra-sensory perception.
In 1957, the Parapsychological Association was formed as the preeminent society for parapsychologists. In 1969, they became affiliated with the American Association for the Advancement of Science. That affiliation, along with a general openness to psychic and occult phenomena in the 1970s, led to a decade of increased parapsychological research. During this time, other notable organizations were also formed, including the Academy of Parapsychology and Medicine (1970), the Institute of Parascience (1971), the Academy of Religion and Psychical Research, the Institute for Noetic Sciences (1973), and the International Kirlian Research Association (1975). Each of these groups performed experiments on paranormal subjects to varying degrees. Parapsychological work was also conducted at the Stanford Research Institute during this time.
With the increase in parapsychological investigation, there came an increase in opposition to both the findings of parapsychologists and the granting of any formal recognition of the field. Criticisms of the field were focused in the founding of the Committee for the Scientific Investigation of Claims of the Paranormal (1976), now called the Committee for Skeptical Inquiry, and its periodical, Skeptical Inquirer.
As astronomer Carl Sagan put it, "extraordinary claims require extraordinary evidence", and experimental research into the paranormal continues today, though it has waned considerably since the 1970s. One such experiment is called the Ganzfeld Experiment. The purpose of the Ganzfeld Experiment, like other parapsychological experiments, is to test for statistical anomalies that might suggest the existence of psi, a process indicating psychic phenomena. In the Ganzfeld Experiment, a subject (receiver) is asked to access through psychic means some target. The target is typically a picture or video clip selected randomly from a large pool, which is then viewed in a remote location by another subject (sender). Ganzfeld experiments use audio and visual sensory deprivation to remove any kind of external stimulus that may interfere with the testing or corrupt the test by providing cues to correct targets. A 'hit' refers to a correctly identified target. The expected hit ratio of such a trial is 1 in 4, or 25%. Deviations from this expected ratio might be seen as evidence for psi, although such conclusions are often disputed. To date there have been no experimental results that have gained wide acceptance in the scientific community as valid evidence of paranormal phenomena.
Debunking Approach =
The debunking approach is a response to claims of paranormal phenomena, and consists of finding a "normal" explanation instead of paranormal for the account. The basis for this approach is that the debunker feels that the normal explanation is the likelier of the two. This is sometimes referred to as Occam's razor, which suggests that the simplest solution is the best one. Since standard scientific models generally predicts what can be expected in the natural world, the debunking approach assumes the position that what may appear to be paranormal is a misinterpretation of natural phenomena, rather than an actual anomalous phenomenon. In contrast to the skeptical position, which requires claims to be proven, the debunking approach actively seeks to disprove the claim.
Former stage magician, James Randi, is a well-known debunker of paranormal claims. As a skeptic with a background in illusion, Randi feels that the simplest explanation for those claiming paranormal abilities is trickery, illustrated by demonstrating that the spoon bending abilities of psychic Uri Geller can easily be duplicated by trained magicians.[15] He is also the founder of the James Randi Educational Foundation and its famous million dollar challenge offering a prize of US $1,000,000 to anyone who can demonstrate evidence of any paranormal, supernatural or occult power or event, under test conditions agreed to by both parties.

P.S.
So with all that being said, LOL... I don't expect everyone to scroll through all of that but it has some detailed explanation of what skepticism really is. I looked it up to compare the two ( Paranormal Researcher & Skeptic ) and it seems they are both very similar in definition terms. I said that all along and there is written proof from a dictionary. That's not my explanation. Straight from the books! I think Skeptics should just use a different terminology. Simply because they both have a lot of similarities to a Paranormal Investigator.