Elizabeth would have been born about 1738, making her about 19 or 20 when she first married, and 41 when she had her last child, and it’s assumed Joseph Stocks would have been younger than Elizabeth (who had been married. If age at death is corret, then he was born in 1743.

There is only one Huddeersfield Baptism for a Joseph Stocks about this era, son of David from Fartown, Huddersfield Parish on 6 May 1739. Fartown is 1.5 miles North of Huddersfield. David had Samuel, Jane, Joseph, Benjamin and Richard.  This is the best match!

Name:    Joseph Stocks
Event Date:    6 May 1739
Event Type:    Baptism
Parish:    Huddersfield, St Peter
Father's name:    David Stocks
Text:   "Joseph of David Stocks, Fartown"

Name:    Joseph Stocks
Gender:    Male
Baptism Date:    6 May 1739
Baptism Place:    St Peter,Huddersfield,York,England
Father:    David Stocks
FHL Film Number:    262537, 942 B2M V. 2

There is one other baptism on 1 Jun 1740, at Coley, Halifax, son of Michael but this is also too far north. However, if you expect his son George to name a son after his grandfather (a common practice), then Michael is a fit (but not Benjamin or Job, Georges other sons). Michael had Joseph, Esther, Merct and John, so none of the siblings match family names.

Name: Joseph Stockes
Birth Date: 1743
Age: 57
Event Date: 2 Jan 1800
Event Type: Burial 
Parish: Almondbury, All Hallows

Text reads; "Joseph Stocks of Berrybrow, Mason at 57" but actually, he was older (if baptism is correct).

Elizabeth would have been born about 1738, making her about 19 or 20 when she first married, and 41 when she had her last child.

An 1819 death record for Eliz Stocks, aged 81 is a perfect match !

There is only one baptism with 2 years of 1739 in Almondbury, and her father is a clothier from Berry Brow, same as her first husband.

Name: Elizabeth Perkin
Event Date: 27 Sep 1739
Event Type: Christening (Baptism) 
Parish: Almondbury, All Hallows
Father's Name: George Perkin

Elizabeth daughter of George Perkin of Berry Brow, Clothier Baptised September 27 1739.

Name: Elizth Stocks
Abode: Taylor Hill
Birth Year: abt 1738
Parish: Almondbury, All Hallows
Burial Date: 26 Aug 1819
Burial Age: 81

Taylor Hill is only a few hundred yards NW of Berry Brow.

Hannah Stocks from Taylor Hill Bottom, age 69 was also buried 23 Dec 1856 (born about 1787).  Could this be a grandaughter?

Name: Stocks
Gender: Male 
Birth Date: 22 May 1763 
Birthplace: ALMONDBURY,YORK,ENGLAND 
Father's Name: Joseph Stocks 
Indexing Project (Batch) Number: C01712-3 
System Origin: England-ODM 
GS Film number: 230649 

This is an error in the FamilySearch database:
The actual image is for a child death on 22 May, NOT a Baptism

Almondbury, All Hallows > 1763 > Image 21
An unbaptised child of Joseph Stocks of DeadManStone Mason Buried
May 22

Almondbury, All HAllows > 1764 > Image 15
Burials 1764:
15-Sep-1764
An unbaptised child of Joseph Stocks of Berry Brow mason buried

Only Huddersfiled match from 1760-1780.

GEORGE STOCKS
Event(s):
Birth: 
Christening:  17 AUG 1766   Almondbury, Yorkshire, England
Parents:
  Father:  JOSEPH STOCKS 

Almondbury All Hallows > 1766 > Image 5
Christenings at the Chapel of Slackwaite (Slaithwaite) 1765-66
George the son of Joseph Stocks of Berry Brow, Mason baptised August 17th 1766

Transcriprion error:
Name:    George Hocks
Event Date:    17 Aug 1766
Event Type:    Christening (Baptism)
Parish:    Almondbury, All Hallows
Father's name:    Joseph Hocks

Probably died before 1841, as cant find on 1841 census.

name: Geo. Stocks
gender: Male
burial date: 26 Apr 1822
burial place: Almondbury, Meltham, York, England
indexing project (batch) number: I03319-5
system origin: England-EASy
source film number: 990855


First name(s): George
Last name: STOCKS
Date of burial 13 Feb 1807
Age at death: 41
Calculated year of birth: 1766
Place of burial Huddersfield
Dedication: Almondbury All Hallows
County: Yorkshire (West Riding)
Denomination: Anglican

There is no St Peter Burial record for George Stocks in Feb 1807 (there were 8 burials listed on the West Yorkshire BMD index), so possibly another cemetery, not indexed with Ancestry.

There's another George Stocks of Berry Brow, Buried in 1835, aged 28, so born about 1806

SALLY STOCKS
Event(s):
Birth: 
Christening:  12 MAR 1769   Almondbury, Yorkshire, England
Parents:
  Father:  JOSEPH STOCKS 

Text Reads:
"Sally Daughter of Joseph Stocks of DeadManStone Mason Baptised"

Another Sally Stocks was christened on 7-Mar-1769, father Joshia, but this Sally died after 23 days.  At these times, Sally was an uncommon name, so probably Joseph and Joshua were brothers, naming their children the same!

Name: Samuel Stocker (Stocks)
Event Date: 10 Feb 1771
Event Type: Christening (Baptism) 
Parish: Almondbury, All Hallows
Father's Name: Joseph Stocker (Stocks)

Samuel Stocks son of Joseph Stocks of DeadManStone Mason Baptised
 

Correct person, although not Berry Brow. Sarah (his wife) also died same year, same abode:
Name: Samuel Stocks
Birth Year: abt 1769
Parish: Almondbury, All Hallows
Burial Date: 3 Jul 1848
Burial Age: 79
Abode: Honley Moor

Stocks, Ruth, daughter of Samuel and Sarah, of Berry Brow, died August 18 1818, 19. 
Ellen, their daughter died July 1 1819, 10. 
Salomey Waite, their daughter, died November 23, 1826, 31.
George, their son, died 20 May 1835, 28.
Said Samuel died June 29, 1848, 79.
Said Sarah, his wife, died July 28, 1848, 79.

Name: Susannah Stocks
Event Date: 24 Mar 1773
Event Type: Christening (Baptism) 
Parish: Almondbury, All Hallows
Father's Name: Joseph Stocks

Susannah Daughter of Joseph Stocks of DeadManStone Mason Baptised

Birth:  28 MAR 1778   Almondbury, Yorkshire,
 

An unbaptised child of Joseph Stocks of DeamManStone Mason
Buried 28 Mar 1778

Birth:  13 MAR 1779   Almondbury, Yorkshire
 

An unbaptised child of Joseph Stocks of DeadManStone Mason
Buried 13 Mar 1779