This paper is one in a series that introduces concepts of Just-in-Time
-Personnel. Management of worker job time and assignment is in many wa
ys analogous to inventory management. Idle workers represent unutilize
d, ''inventoried'' personnel, imposing potentially large costs on mana
gement. But a lack of workers when needed may force the use of otherwi
se unnecessary overtime or other emergency procedures, creating excess
ive costs analogous to costs of stockout in traditional inventory syst
ems. A system having Just-in-Time-Personnel attempts to meet all deman
ds for personnel at minimum cost by sharply reducing both excess worke
r inventory with its concomitant ''paid lost time'' and underage of wo
rker inventory with its associated costs of stockout. In this paper, a
workforce is assumed to comprise three types of equally proficient wo
rker: full timers, scheduled part times and call up temporaries. Each
day the facility employing the workers must perform an amount of work
that varies randomly from day to day, according to a normal distributi
on. If, due to random absenteeism, insufficient numbers of scheduled w
orkers appear on a given day, management must employ overtime and/or t
emporaries to complete the workforce complement. For large facilities,
we formulate this problem mathematically and develop an algorithm for
management to optimally configure the workforce, where the design cri
terion is minimization of average daily cost, and where certain reason
able management-stated constraints limit the number of design options
available.