Businesses_NN2 keep_VVB their_DPS data_NN0 in_PRP databases_NN2 nowadays_AV0 to_TO0 safeguard_VVI it_PNP for_PRP future_AJ0 reference_NN1 ._SENT They_PNP need_VVB professionals_NN2 to_TO0 handle_VVI and_CJC organise_VVI their_DPS digital_AJ0 data_NN0 ._SENT Thus_AV0 ,_PUN many_DT0 organisations_NN2 and_CJC companies_NN2 are_VBB increasingly_AV0 hiring_VVG data_NN0 analysts_NN2 to_TO0 manage_VVI their_DPS data_NN0 needs_NN2 or_CJC outsourcing_VVG them_PNP remotely_AV0 ._SENT 
If_CJS you_PNP have_VHB some_DT0 data_NN0 analysis_NN1 skills_NN2 ,_PUN you_PNP have_VHB the_AT0 best_AJS opportunity_NN1 to_TO0 secure_VVI a_AT0 job_NN1 with_PRP organisations_NN2 and_CJC businesses_NN2 that_CJT need_VVB professional_AJ0 data_NN0 analysts_NN2 ._SENT However_AV0 ,_PUN data_NN0 analysts_NN2 need_VVB data_NN0 analysis_NN1 skills_NN2 to_TO0 work_VVI effectively_AV0 in_PRP their_DPS jobs_NN2 ._SENT This_DT0 guide_NN1 shall_VM0 look_VVI at_PRP 10_CRD of_PRF the_AT0 most_AV0 essential_AJ0 data_NN0 analysis_NN1 skills_NN2 that_CJT a_AT0 data_NN0 analyst_NN1 needs_VVZ ._SENT 
What_DTQ are_VBB data_NN0 analysis_NN1 skills_NN2 ?_SENT 
Data_NN0 analysis_NN1 skills_NN2 are_VBB technical_AJ0 skills_NN2 that_CJT a_AT0 data_NN0 analyst_NN1 needs_VVZ to_TO0 report_VVI insights_NN2 and_CJC analyse_VVB data_NN0 ._SENT A_AT0 data_NN0 analyst_NN1 does_VDZ n't_XX0 need_VVI to_TO0 have_VHI a_AT0 mathematics_NN1 or_CJC computer_NN1 background_NN1 to_TO0 develop_VVI their_DPS data_NN0 analysis_NN1 skills_NN2 ._SENT You_PNP can_VM0 acquire_VVI data_NN0 analysis_NN1 skills_NN2 to_TO0 work_VVI as_PRP a_AT0 data_NN0 analyst_NN1 if_CJS you_PNP have_VHB technical_AJ0 experience_NN1 ._SENT 
What_DTQ does_VDZ a_AT0 data_NN0 analyst_NN1 do_VDB ?_SENT 
The_AT0 role_NN1 of_PRF a_AT0 data_NN0 analyst_NN1 is_VBZ to_TO0 organise_VVI ,_PUN analyse_VVI and_CJC retrieve_VVI data_NN0 to_TO0 enable_VVI a_AT0 company_NN1 to_TO0 improve_VVI its_DPS production_NN1 ,_PUN efficiency_NN1 and_CJC other_AJ0 valuable_AJ0 aspects_NN2 of_PRF its_DPS operations_NN2 ._SENT A_AT0 data_NN0 analyst_NN1 can_VM0 work_VVI in_PRP multiple_AJ0 industries_NN2 ,_PUN from_PRP academia_NN1 to_TO0 retail_VVI ._SENT 
Duties_NN2 and_CJC responsibilities_NN2 of_PRF a_AT0 data_NN0 analyst_NN1 
Data_NN0 analysts_NN2 have_VHB several_DT0 responsibilities_NN2 ._SENT You_PNP need_VVB to_TO0 understand_VVI the_AT0 responsibilities_NN2 of_PRF data_NN0 analysts_NN2 ,_PUN whether_CJS you_PNP are_VBB a_AT0 seasoned_AJ0 or_CJC a_AT0 novice_NN1 data_NN0 analyst_NN1 ._SENT Below_AV0 are_VBB some_DT0 roles_NN2 you_PNP should_VM0 expect_VVI to_TO0 perform_VVI while_CJS working_VVG as_PRP a_AT0 data_NN0 analyst_NN1 :_PUN 
Designing_VVG and_CJC maintaining_VVG databases_NN2 and_CJC data_NN0 systems_NN2 ._SENT This_DT0 role_NN1 entails_VVZ solving_VVG coding_AJ0 errors_NN2 alongside_PRP other_AJ0 data-related_AJ0 problems_NN2 ._SENT 
Extracting_VVG data_NN0 from_PRP both_DT0 secondary_AJ0 and_CJC primary_AJ0 sources_NN2 and_CJC then_AV0 reorganising_VVG data_NN0 in_PRP an_AT0 easy-to-read_AJ0 format_NN1 ._SENT 
Using_VVG statistical_AJ0 tools_NN2 to_TO0 interpret_VVI data_NN0 sets_NN2 ,_PUN data_NN0 patterns_NN2 and_CJC specific_AJ0 data_NN0 trends_NN2 ._SENT Knowledge_NN1 of_PRF statistical_AJ0 tools_NN2 also_AV0 helps_VVZ data_NN0 analysts_NN2 in_PRP the_AT0 data_NN0 analysis_NN1 and_CJC prediction_NN1 efforts_NN2 ._SENT 
Preparing_VVG detailed_AJ0 reports_NN2 for_PRP executive_AJ0 leadership_NN1 ._SENT These_DT0 data-oriented_AJ0 reports_NN2 should_VM0 effectively_AV0 communicate_VVI patterns_NN2 ,_PUN predictions_NN2 and_CJC trends_NN2 using_VVG credible_AJ0 data_NN0 ._SENT 
Working_VVG with_PRP engineers_NN2 ,_PUN organisational_AJ0 leaders_NN2 and_CJC programmers_NN2 to_TO0 identify_VVI possible_AJ0 opportunities_NN2 for_PRP process_NN1 improvements_NN2 ._SENT 
Creating_VVG documentation_NN1 to_TO0 enable_VVI people_NN0 to_TO0 understand_VVI the_AT0 process_NN1 of_PRF data_NN0 analysis_NN1 ._SENT 
What_DTQ skills_NN2 do_VDB I_PNP need_VVI to_TO0 work_VVI as_PRP a_AT0 data_NN0 analyst_NN1 ?_SENT 
Data_NN0 analysts_NN2 work_VVB best_AV0 when_CJS they_PNP have_VHB specific_AJ0 data_NN0 analysis_NN1 skills_NN2 ._SENT Here_AV0 are_VBB the_AT0 10_CRD most_AV0 essential_AJ0 data_NN0 analysis_NN1 skills_NN2 that_CJT a_AT0 data_NN0 analyst_NN1 needs_VVZ :_PUN 
Related_AJ0 :_PUN Interpersonal_AJ0 Skills_NN2 :_PUN Definition_NN1 and_CJC Examples_NN2 
SQL_NN1 
SQL_NN1 stands_VVZ for_PRP the_AT0 Structured_AJ0 Query_NN1 Language_NN1 ._SENT It_PNP is_VBZ a_AT0 type_NN1 of_PRF spreadsheet_NN1 that_CJT also_AV0 doubles_VVZ up_AVP as_PRP a_AT0 computing_AJ0 tool_NN1 ._SENT The_AT0 tool_NN1 can_VM0 handle_VVI vast_AJ0 volumes_NN2 of_PRF data_NN0 and_CJC process_NN1 data_NN0 much_AV0 quicker_AJC than_CJS the_AT0 average_AJ0 spreadsheet_NN1 software_NN1 ._SENT You_PNP need_VVB to_TO0 understand_VVI how_AVQ to_TO0 compute_VVI data_NN0 with_PRP this_DT0 tool_NN1 if_CJS you_PNP are_VBB an_AT0 aspiring_AJ0 data_NN0 analyst_NN1 ._SENT 
Spreadsheets_NN2 
No_ITJ doubt_VVB that_DT0 SQL_NN1 is_VBZ the_AT0 most_AV0 well-liked_AJ0 data_NN0 analytical_AJ0 tool_NN1 among_PRP data_NN0 analysts_NN2 ._SENT However_AV0 ,_PUN data_NN0 analysts_NN2 should_VM0 be_VBI familiar_AJ0 with_PRP spreadsheet_NN1 tools_NN2 ._SENT A_AT0 data_NN0 analyst_NN1 must_VM0 learn_VVI how_AVQ to_TO0 use_VVI spreadsheets_NN2 ._SENT Some_DT0 organisations_NN2 may_VM0 ask_VVI you_PNP to_TO0 present_VVI their_DPS data_NN0 and_CJC reports_NN2 in_PRP spreadsheets_NN2 while_CJS working_VVG for_PRP them_PNP as_PRP a_AT0 data_NN0 analyst_NN1 ._SENT 
Public_AJ0 speaking_NN1 
Public_AJ0 speaking_NN1 is_VBZ an_AT0 important_AJ0 data_NN0 analysis_NN1 skill_NN1 for_PRP every_AT0 data_NN0 analyst_NN1 ,_PUN no_AT0 matter_NN1 the_AT0 organisation_NN1 they_PNP are_VBB working_VVG for_PRP ._SENT Data_NN0 analysts_NN2 do_VDB n't_XX0 just_AV0 compile_VVI data_NN0 ._SENT They_PNP also_AV0 need_VVB to_TO0 explain_VVI the_AT0 data_NN0 they_PNP collect_VVB transparently_AV0 ._SENT Data_NN0 analysts_NN2 also_AV0 need_VVB to_TO0 have_VHI good_AJ0 public_NN1 speaking_VVG skills_NN2 to_TO0 explain_VVI data_NN0 both_DT0 in_PRP writing_NN1 and_CJC verbally_AV0 ._SENT As_CJS a_AT0 data_NN0 analyst_NN1 ,_PUN you_PNP should_VM0 explain_VVI to_PRP the_AT0 public_NN1 the_AT0 importance_NN1 of_PRF the_AT0 data_NN0 you_PNP have_VHB been_VBN compiling_VVG ._SENT Furthermore_AV0 ,_PUN you_PNP need_VVB to_TO0 explain_VVI what_DTQ a_AT0 company_NN1 can_VM0 do_VDI as_PRP a_AT0 result_NN1 of_PRF your_DPS findings_NN2 ,_PUN such_DT0 as_PRP improving_VVG its_DPS processes_NN2 ._SENT 
Data_NN0 visualisation_NN1 
Data_NN0 analysts_NN2 should_VM0 use_VVI data_NN0 to_TO0 tell_VVI compelling_AJ0 stories_NN2 to_TO0 get_VVI their_DPS points_NN2 across_AV0 while_CJS engaging_VVG their_DPS audience_NN1 ._SENT You_PNP have_VHB to_TO0 make_VVI your_DPS findings_NN2 easy_AJ0 and_CJC quick_AJ0 to_TO0 identify_VVI ._SENT Otherwise_AV0 ,_PUN your_DPS message_NN1 wo_VM0 n't_XX0 get_VVI across_AV0 to_PRP your_DPS audience_NN1 ._SENT Therefore_AV0 ,_PUN data_NN0 visualisation_NN1 is_VBZ an_AT0 essential_AJ0 skill_NN1 for_PRP every_AT0 data_NN0 analyst_NN1 ._SENT Data_NN0 visualisation_NN1 has_VHZ a_AT0 significant_AJ0 impact_NN1 on_PRP data_NN0 ._SENT Data_NN0 analysts_NN2 have_VHB to_TO0 utilise_VVI high-quality_AJ0 graphs_NN2 and_CJC charts_NN2 while_CJS presenting_VVG their_DPS findings_NN2 ._SENT It_PNP helps_VVZ make_VVB their_DPS results_NN2 clear_AJ0 ,_PUN concise_AJ0 and_CJC understandable_AJ0 ._SENT 
Statistical_AJ0 programming_NN1 languages_NN2 
Data_NN0 analysts_NN2 need_VVB to_TO0 be_VBI familiar_AJ0 with_PRP a_AT0 wide_AJ0 array_NN1 of_PRF statistical_AJ0 programming_NN1 languages_NN2 such_DT0 as_PRP Python_NP0 and_CJC R_NP0 ._SENT These_DT0 statistical_AJ0 programming_NN1 languages_NN2 help_VVB data_NN0 analysts_NN2 analyse_VVB bulk_NN1 sets_NN2 of_PRF data_NN0 ._SENT Different_AJ0 companies_NN2 require_VVB data_NN0 analysts_NN2 to_TO0 use_VVI different_AJ0 types_NN2 of_PRF statistical_AJ0 programming_NN1 tools_NN2 ._SENT Hence_AV0 ,_PUN it_PNP will_VM0 be_VBI helpful_AJ0 to_TO0 learn_VVI a_AT0 variety_NN1 of_PRF statistical_AJ0 programming_NN1 languages_NN2 ._SENT 
Presentation_NN1 skills_NN2 
Presentation_NN1 skills_NN2 and_CJC data_NN0 visualisation_NN1 work_NN1 hand-in-hand_AJ0 ._SENT However_AV0 ,_PUN it_PNP is_VBZ challenging_AJ0 to_TO0 present_VVI data_NN0 ,_PUN particularly_AV0 if_CJS you_PNP do_VDB n't_XX0 have_VHI impeccable_AJ0 presentation_NN1 skills_NN2 ._SENT Even_AV0 seasoned_AJ0 data_NN0 analysts_NN2 will_VM0 get_VVI nervous_AJ0 when_CJS it_PNP comes_VVZ to_PRP giving_VVG their_DPS data_NN0 findings_NN2 ._SENT You_PNP have_VHB to_TO0 hone_VVI your_DPS presentation_NN1 skills_NN2 if_CJS you_PNP intend_VVB to_TO0 work_VVI as_PRP a_AT0 data_NN0 analyst_NN1 ._SENT Focus_NN1 on_PRP your_DPS audience_NN1 while_CJS presenting_VVG data_NN0 instead_AV0 of_PRF focusing_VVG on_PRP yourself_PNX ._SENT It_PNP will_VM0 help_VVI you_PNP get_VVI comfortable_AJ0 when_CJS you_PNP present_VVB your_DPS data_NN0 ._SENT 
Problem-solving_NN1 
You_PNP may_VM0 encounter_VVI some_DT0 daunting_AJ0 technical_AJ0 issues_NN2 while_CJS working_VVG as_PRP a_AT0 data_NN0 analyst_NN1 ._SENT 
