A deeper dive into the current technical landscape for female developers.

1. 0123ÿ56789
9ÿ

2. 8
ÿ86
ÿÿ
!##ÿ%'()*+,
-ÿ.///

3. ÿ
12343567
89
9

4. ÿÿÿÿÿÿÿÿ!ÿÿÿ#
ÿÿ$%ÿÿ$ÿÿÿ#ÿÿ!ÿÿ'
ÿ()*ÿÿ%ÿÿ#ÿ#ÿ+ÿ,ÿÿÿÿ#ÿ
ÿ#ÿ%ÿÿÿÿ#ÿ#ÿÿ+ÿ#!ÿÿÿÿ-ÿÿ$
%ÿÿ$%ÿÿÿÿÿ
%ÿÿ%$ÿÿÿÿ-ÿ#%ÿÿ#ÿÿ.##ÿ/
$ÿÿ0%%ÿÿÿ#ÿ%ÿ#ÿ%/%
-ÿÿ-/$%ÿÿ#%ÿ%ÿÿ
ÿÿÿÿÿÿÿ#ÿÿ%
ÿÿÿÿ
.#ÿÿÿÿÿ%ÿÿ'-2-!ÿ%ÿ+ÿ##
%ÿÿ(2)))ÿÿÿ%ÿÿ3)))ÿ
##ÿÿÿ+ÿ#ÿ%ÿÿÿ#ÿ%ÿÿÿ%
ÿÿ$ÿÿ#-
ÿ
ÿ
5ÿ#!ÿÿÿ-ÿÿ$ÿ%ÿ7ÿÿ
%ÿ673ÿ#ÿÿÿÿ%ÿ#ÿÿÿÿ
%ÿ+ÿ%ÿ#ÿ#ÿ%ÿ7ÿÿ#ÿ%%ÿ#
$ÿÿÿÿÿÿ$ÿ.#ÿ%ÿÿÿ#ÿÿ
ÿ
89%ÿÿÿ#ÿÿÿ+ÿ#ÿÿ##ÿÿ#ÿ,%ÿ$
%ÿÿ:ÿ8#ÿÿ#ÿÿÿÿÿÿÿÿ6;ÿ8#
#%ÿ#ÿ#ÿ%ÿÿÿ#ÿ8#ÿÿÿÿ#ÿ$
-ÿ=ÿÿÿ
ÿ
?@ABCÿE@@FG@HHÿIJKLMCBBÿ

5. ÿ
1234566274
58932

6. 7
ÿÿ
ÿ
ÿÿ!ÿ
!ÿ
#ÿ$%'ÿ#(ÿ)ÿ#*+#ÿ,+-.ÿ/,+0ÿ%(/#1+2ÿ'30(42%ÿ5+,ÿ/2(,ÿ+ÿ3+26#.
(/ÿ'682-#ÿ,+9(2%ÿ($#%6'ÿ(/ÿ3(,4$#2ÿ:56-5ÿ+-'ÿ:
5;ÿ:56-5=
5*-(0(.=ÿ5-6-26-ÿ(2ÿ;+#*?@ÿ2-'ÿ,-ÿ12ÿ,(2ÿ06A0.ÿ#(ÿ#+A
3:ÿ#*+-ÿ1(,-@ÿ
('+.ÿ#*+#B%ÿ5*+-6-@ÿ
C*-ÿ0((A6-ÿ+#ÿ#*ÿ%456+0#.ÿ(/ÿ'2%=ÿDEFGHÿJEKLGÿMENODÿOPLÿQQR
KEPLÿSTULSDÿMEÿVMFNDÿWEKXFMLPÿVWTLGWLÿWEKXOPLNÿJTMYÿJEKLGÿZEPG
ZL[EPLÿ]^_Q@
C*+#`%ÿ#*ÿ/(5$%ÿ(/ÿ.($2ÿ'2a
bcdef egdhf hgi
ejkl
eejml
nfjgl
bbjcl
enjhl
mojkl
bhjcl
hojhl
ggjkl
pqrrstuÿwxs
yztÿ{|}~p{ {|}~ p{

7. ÿ
12345657
89
ÿ

8. ÿ9
ÿÿ9ÿ
ÿ99ÿ

9. ÿ
ÿ
99
3ÿÿÿ!ÿ#ÿ$%ÿ4!'!()ÿ*'+ÿ!ÿ#ÿ,-./ÿ0ÿ12'3ÿ2'!
!ÿ(ÿ#!0ÿ!ÿ2!+ÿÿÿ3!(5ÿ56ÿ7ÿ'8)ÿÿ2#(!!53ÿ#ÿ9(
89+++ÿ'(ÿ!2'3)ÿ#ÿ+'ÿ!ÿÿ2!+'(5ÿ9!ÿ#ÿ5ÿ!ÿ,:ÿ#
9(ÿ+2'('(5ÿ!6ÿ
;(0#')ÿ(ÿ'('(5ÿ(+ÿ'ÿ*'(5ÿ#1ÿ'(ÿ16ÿ3ÿ#ÿ'8
+(ÿ(!ÿ'(ÿ%=ÿ,/,ÿ!+3)ÿ3!(5ÿ8(ÿ(+ÿ0!8(ÿ8!ÿ'*3ÿ!ÿ
!(ÿÿ!!'(5ÿ#(ÿ!+ÿ5('!(6ÿ
;!ÿ12'?23)ÿ#ÿ0ÿÿ@/ÿ12(5ÿ1!'(ÿ51ÿ90(ÿ8(ÿ(+
0!8(ÿ!ÿABÿ0#!ÿ95(ÿ2!+'(5ÿ9!ÿ,:ÿ3ÿ!+6ÿC!+3ÿ#ÿ51ÿ#
#(*ÿ+!0(ÿ!ÿDÿEÿ12(5ÿ1!'(6
F'+ÿ3!ÿÿ2!+'(5ÿ9!ÿ3!ÿ0ÿ,:
3ÿ!+G
ÿ
ÿ
HIÿKLÿMN MOÿKLÿPN POQ
HPRST
MURST
HNRNT
MNRST
MMRUT
NMRUT
VWXXYZKÿ[Y
]L^YZ _YZ

10. 01123
45678ÿ
85ÿ

11. 8
768ÿ87ÿ5ÿ
78ÿÿ58
78
ÿ!#$$%ÿ#%'#()ÿ*!ÿ+!'ÿ,%!-.
/01
201
301
401
0
5676 567689:;= ?? @A=BCD @E@ F GHIA G @J:K LAJM9:;= MN;O= M96K6 PC E68QJKK
RJS6KJÿUJ7JKCJ:8ÿV1W
0(ÿ$!)Xÿ!$$!%ÿ!#$$%ÿ#%'#()ÿX#Xÿ-!$(%ÿ)#+ÿX(+ÿ#Y(ÿ!Z(%+ÿ%ÿ#([ÿ#Y#]ÿ#Y#)X]ÿ^]ÿ^__]ÿ#%*ÿ`+X!%aÿb)ÿXÿX'%)ÿ!'X]ÿX()(ÿ#(ÿX(ÿ(c#Xÿ)#$(ÿ#%'#()
X#Xÿ#(ÿ$!)Xÿ%d*($#%*ÿe!ÿ!()ÿ#!))ÿe!%Xd(%*]ÿf#,d(%*]ÿ#%*ÿe'd)X#,]ÿ#!*%ÿX!ÿ!'ÿghijÿk(Y(!(ÿ3,)ÿl(!Xa

12. ÿ
12345678
9
ÿ
ÿ
ÿ
ÿ
ÿÿ
ÿ!#ÿ$%'()#ÿ*$% ÿ(ÿ%+,-(ÿ$%'()#.ÿ-% )ÿ/)ÿ'%0(/)0
(ÿ-%1/)0ÿ%)ÿ*2/34/)0ÿ%+,-(ÿ($%ÿ(ÿ!(/,#ÿ%+ÿ/)42,/.ÿ+%
,$5)%3%0#ÿ6-5/$5ÿ/)$324ÿ5(4-(ÿ()4ÿ$2/,#7ÿ,%ÿ(2,%%,/!8ÿ
65ÿ%,ÿ'%'23(ÿ/)42,/ÿ(9ÿ,$5)%3%0#ÿ6:;8=7.ÿ)()$ÿ6?@8A=7.
()4ÿ42$(,/%)ÿ6C8A=78
D5/$5ÿ/)42,#ÿ4%ÿ#%2ÿ-%1ÿ/)E
FGHIJKLKMNÿPQRQS
TUJVJHGÿWXRYS
Z[HV]UKJÿPS
^G[UVÿ_RYS
`G]VULÿ_RPS
a]KbK]UcGÿQRdS
e]IGfÿWgRQS

13. ÿ
ÿ
1234 56
789ÿ

14. ÿ

15. ÿ

16. ÿ
ÿ
ÿÿ8

17. 9

18. 5ÿÿ!ÿ!##$%ÿÿ!'ÿ(#ÿ)*ÿ'ÿ!ÿ(ÿ$#(!+ÿ4(,#ÿ!
-.ÿ)!ÿ,(!ÿ/0/.ÿ(ÿ-ÿ#ÿ1#(!ÿ2((#ÿ#ÿ,#3!$!/ÿ()ÿ$%ÿ
4#ÿ)*5ÿ(6!ÿ789ÿ()ÿ:(,#ÿ(6!ÿÿ$ÿ()ÿ;ÿ!ÿ//ÿ#ÿ1#(!ÿ2((#%ÿ
4ÿÿ.(!ÿ,2/(.,#ÿ/6/=
?@@A
B@A
C@A
D@A
E@A
@
FGHIJÿ?BLED MIJÿ?BLED FGHIJÿENLOD MIJÿENLOD FGHIJÿONP MIJÿONP
QIJRISÿTJRÿUVSSIJWÿTXI
YVJZGSÿ[II]G^IS _IJZGSÿ[II]G^IS

19. 012ÿ456748ÿ9
7ÿ217

20. ÿ
1ÿ7ÿ5

21. ÿ

22. 51
ÿ
147
19
7ÿ
1ÿ7

23. !
#
$%'()ÿ+,'
ÿ
-

24. ÿ1
.7
ÿ21
/ÿ217

25. ÿ107
ÿ12ÿ9
7ÿ1324ÿ1
7ÿ456748ÿ
1ÿ7ÿ5

26. ÿ

27. 51
ÿ15
51

28. .9

29. ÿ7

30. 3ÿ54
.16.ÿ5
7ÿ

31. 1
ÿ479
ÿ2.7

32. ÿ
.77ÿ217

33. ÿ
9
7ÿ
.75
ÿ9
77
/
5
ÿ5ÿ5

34. 7
7
5

35. 6ÿ
.9
ÿ75
.7
ÿ217

36. ÿ9
7ÿ
9
5

37. 6ÿ
.75
ÿ9
77
ÿ
749
50748ÿ49
7
5

38. ÿ4597ÿ1
ÿ9
7/ÿ67

39. 7
9448/ÿ
6ÿ5

40. ÿ

41. 51
ÿ15
51

42. 3

43. 0122ÿ45ÿ104657
89
ÿ
ÿÿ
ÿÿ!ÿÿ0#$%$ÿÿ'%ÿÿ(()*ÿ
$ÿ'ÿ+ÿÿ, ÿ-)$ÿ.$/ÿ
0'ÿ1''ÿ%ÿ'%ÿ1 2ÿÿ'$(ÿ,(1ÿ, ÿ1 ,ÿÿ'/
3,$ÿ)ÿÿ'4'22/,ÿÿ15ÿ$%ÿÿ)ÿ)ÿ.ÿ
/,66,(/ÿ
7ÿÿÿ)ÿ+)$$ÿ8ÿ75%ÿ(ÿ)ÿ)ÿÿÿ9$ÿ'
$ÿ,,)*ÿ+ÿÿÿÿ*ÿÿ%ÿ, ÿ'/ÿ

44. ÿ
ÿ
12345657589

45. ÿ

46. ÿÿÿÿÿÿÿÿÿ

47. ÿ
ÿÿÿ

48. ÿ!ÿÿÿ#$$ÿ
ÿ%'ÿ()ÿÿ*$+,ÿ)-ÿ

49. )ÿÿ./)ÿ
ÿ)ÿ0

50. 1ÿ$ÿÿ2)1ÿÿ*.3ÿÿ(ÿÿ
4/15ÿ%263$-ÿ(ÿ7

51. ÿ)ÿÿ)/)ÿ

52. )ÿ
ÿ
ÿ
8ÿÿ(ÿÿ1ÿ9:
ÿÿ

53. ÿ

54. ÿÿ)ÿ)ÿÿ

55. ))ÿÿ+*ÿ)ÿ))1
ÿÿ

56. ÿ)ÿÿ
ÿ
8ÿÿ

57. ÿ=

58. ÿ(ÿ

59. ÿÿÿ.ÿÿ%
11ÿÿÿ=

60. ÿÿÿÿ1ÿ

61. -ÿ?

62. )ÿÿ(ÿÿÿ..ÿÿÿ

63. @

64. )ÿ
%#,-ÿ../#.*+ÿ

65. Aÿ)ÿÿÿ)

66. ÿÿÿÿÿÿB1ÿCDÿ
ÿ(ÿ)ÿÿ1ÿÿ

67. )ÿÿ

68. ÿ
ÿ1ÿ

69. ÿÿÿ)ÿÿ))ÿ((ÿ...

70. )ÿ

71. ÿÿ

72. ÿE:(ÿ8(ÿÿFÿ0ÿ

73. ÿÿ1ÿÿÿ)ÿ(((

74. )