Skill ranking for main write up April 2017

	A	B	C	D	E	F	G	H	I	J	K	L	M	N	O	P	Q	R
1	Skill	Breadth	Breadth	JobZone	Job zone renormed	Negative of time to enter	LevelOfCompetition	JobSatisfaction_PayScale	Job satisfaction	JobMeaning_PayScale	Wage_PayScale	Wage_BLS	Income	Neg RiskOfAutomation	Neg Risk of automation	JobSatisfaction_GSS	Value score	Out of 100
2	Judgment and Decision Making	0.443465887	80%	2.560572524	14.86264453	99%	1.010891648	0.690958476	99%	1.267751684	3.47109571	3.37352531	100%	-4.248668416	1%	0.404886487	8.756618089	100.00%
3	Critical Thinking	0.593723464	89%	2.594316635	15.0020077	100%	0.944335557	0.698274429	100%	1.30533791	3.406194573	3.247885676	97%	-4.056831122	4%	0.358996273	8.596714691	98.56%
4	Time Management	0.410187925	78%	2.212555683	13.42533497	89%	0.972119966	0.690913915	99%	1.086876383	2.586335213	2.889421124	88%	-4.176873569	2%	0.337068969	8.167396533	94.68%
5	Monitoring	0.517347155	85%	1.902294272	12.14395534	80%	0.599560825	0.579625772	86%	1.522473066	2.825484122	2.650519013	82%	-4.058480969	4%	0.379682425	7.805972909	91.41%
6	Complex Problem Solving	0.347552557	75%	2.354151729	14.01012664	93%	0.90702149	0.596420251	88%	1.112988486	3.104849837	3.147224767	94%	-3.698524274	11%	0.345281528	7.789721849	91.27%
7	Coordination	0.490398977	83%	1.629979603	11.01929576	72%	0.750504771	0.599468362	89%	1.150380043	1.894344914	2.07434282	67%	-4.276141484	0%	0.29607365	7.440351643	88.11%
8	Active Learning	0.326332215	73%	2.341796705	13.95910039	93%	0.860676126	0.647693338	94%	1.231099452	2.808117994	2.634181555	81%	-3.813218924	9%	0.361458852	7.421426032	87.94%
9	Active Listening	0.769503858	100%	2.322009226	13.8773781	92%	0.681791427	0.60474772	89%	1.21063569	2.131798562	2.341124191	74%	-3.635548351	12%	0.253012903	7.35092412	87.31%
10	Speaking	0.721148402	97%	2.081625602	12.88459374	85%	0.685699997	0.558005082	84%	1.082677447	1.84017642	2.046956546	66%	-3.47507158	15%	0.232350316	6.80118161	82.34%
11	Social Perceptiveness	0.54976021	87%	1.611079381	10.94123784	71%	0.423180297	0.533595312	81%	1.225532276	1.615862073	1.534337666	53%	-3.585597072	13%	0.168752488	6.20329026	76.94%
12	Reading Comprehension	0.564160209	88%	2.158820304	13.20340786	87%	0.628169996	0.565777265	85%	0.983340898	2.188512689	2.284322479	72%	-2.759062738	29%	0.239018773	6.173322691	76.67%
13	Systems Evaluation	-0.02638388	52%	1.860845344	11.97277127	78%	0.661174769	0.474253451	74%	0.848409815	2.25704703	2.446762118	77%	-3.203167212	20%	0.239031418	6.097798901	75.99%
14	Learning Strategies	0.144138141	62%	1.812469544	11.77297922	77%	0.510842554	0.570951327	85%	1.367894565	1.9776503	1.803256347	60%	-3.439625587	16%	0.305144638	5.957971402	74.73%
15	Systems Analysis	-0.008886212	53%	1.819586149	11.8023708	77%	0.634812129	0.471817698	74%	0.794059645	2.103725351	2.352931651	74%	-3.007104522	24%	0.237899053	5.822967659	73.51%
16	Management of Personnel Resources	0.075064706	58%	1.420634984	10.15470248	65%	0.697110864	0.527620329	80%	0.955370189	1.989232541	2.086844612	67%	-3.103670202	22%	0.197602679	5.793199849	73.24%
17	Persuasion	0.241688875	68%	1.691501115	11.27337961	73%	0.799935354	0.480358632	75%	0.700402423	1.509844334	1.839216739	61%	-3.23033118	20%	0	5.791595426	73.22%
18	Instructing	0.223326892	67%	1.577250853	10.80152602	70%	0.492535667	0.516560023	79%	1.21200558	1.541022427	1.562354881	54%	-3.192645377	21%	0.241219677	5.494887173	70.54%
19	Writing	0.35309295	75%	1.931695874	12.26538396	80%	0.528963298	0.520284301	79%	0.934162993	1.968156357	1.96965763	64%	-2.595127747	32%	0.198160572	5.438162628	70.03%
20	Negotiation	0.153013751	63%	1.471638047	10.36534514	67%	0.703509384	0.431450051	69%	0.518873041	1.294853907	1.704476191	58%	-2.945089591	25%	0.145422959	5.234029584	68.19%
21	Technology Design	-0.618583072	16%	1.1955397	9.225058961	59%	0.552496983	0.320176844	56%	0.598193569	1.537667137	1.958756204	64%	-2.967236956	25%	0.207119685	4.627586932	62.71%
22	Operations Analysis	-0.439430966	27%	1.28687888	9.602289776	61%	0.567141906	0.302701278	54%	0.499549916	1.598848519	1.824975	61%	-2.390825239	36%	0.220244166	4.079070551	57.76%
23	Service Orientation	0.475784592	82%	1.065236083	8.686905021	55%	0.205462723	0.333659739	58%	0.89932642	0.792524009	0.731164042	33%	-2.394303535	36%	0	3.934911908	56.46%
24	Management of Material Resources	-0.384719812	31%	0.946503573	8.196539758	51%	0.59964204	0.249670242	48%	0.352147412	1.294914576	1.593261891	55%	-2.461386401	34%	0.2937847	3.919598722	56.32%
25	Management of Financial Resources	-0.457487093	26%	1.026668442	8.527620667	54%	0.653002579	0.266309256	50%	0	1.344426587	1.792300099	60%	-2.143676643	41%	0.220658081	3.744798905	54.74%
26	Programming	-0.697157901	12%	1.287573077	9.60515681	61%	0.406507655	0.257441074	49%	0	1.387279436	1.83585962	61%	-1.971771115	44%	0	3.367913908	51.34%
27	Mathematics	-0.002070372	54%	1.143512368	9.01018608	57%	0.498344403	0.194735256	42%	0	1.46445383	1.725671512	58%	-1.345870418	56%	0	3.264206814	50.40%
28	Science	-0.591761192	18%	1.008347072	8.451953406	53%	0.23500955	0.207600462	43%	0.759667539	1.448273231	1.342841576	49%	-1.58904452	51%	0.21677528	2.547725366	43.93%
29	Quality Control Analysis	-0.221598851	40%	-0.51277898	2.169702813	8%	0	0	19%	0	0	0	14%	0.526580585	91%	0	-0.748179436	14.16%
30	Operation Monitoring	-0.113049324	47%	-0.72406718	1.297082545	2%	-0.181502353	-0.114038295	6%	0	0	-0.338024704	6%	0.905192317	98%	0	-1.47030464	7.64%
31	Troubleshooting	-0.471752053	25%	-0.670602309	1.517892465	4%	-0.152602579	-0.098752946	8%	0	0	-0.368969643	5%	0.836130287	97%	0	-1.775604929	4.88%
32	Installation	-0.891547147	0%	-0.45618682	2.403428432	10%	0	0	19%	0	0	-0.348336748	6%	0.806369287	97%	0	-2.046253182	2.44%
33	Operation and Control	-0.342179017	33%	-0.796249632	0.998969021	0%	-0.186537617	-0.163497986	0%	-0.168001798	0	-0.56952827	0%	0.987929	100%	0	-2.063134273	2.29%
34	Equipment Selection	-0.688950704	12%	-0.654827812	1.583041137	4%	0	-0.129473929	4%	0	0	-0.473783664	2%	0.846807489	97%	0	-2.139015786	1.60%
35	Repairing	-0.732443417	10%	-0.643004065	1.631873212	5%	-0.12869305	-0.11337989	6%	-0.181484374	-0.376958159	-0.465671826	3%	0.940941923	99%	0	-2.252437056	0.58%
36	Equipment Maintenance	-0.711689754	11%	-0.680027939	1.478964611	3%	-0.144963681	-0.126632497	4%	-0.178728529	-0.427453895	-0.503274898	2%	0.974885174	100%	0	-2.316482323	0.00%
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