Software Design Engineer
Certu Systems, Inc.
- Pittsburgh, Pennsylvania, United States
- Pittsburgh, Pennsylvania, United States
Über
Certu Systems, Inc. (Pittsburgh, PA) to be respn for desgng & implmntng Mixd Integer Linear Progrmng (“MILP”) formltns for logstcs ntwrk contrl usng ORTOOLS, CVXPY, PuLP, & GUROBIpy; desgng & implmntng an optmztn algrthm to dynmclly allocte resrcs to hi-priorty delvrs; desgng & implmntng warm-strt & heuristic algrthms tailrd to problm formltn; desgng & implmntng a Dynmc Progrmng methd to slve lg-scale MILPs via the expltatn of spatial-tmprl dynmcs; desgng, testng, & implmntng end2end SW for resourc schedlng & queuing; desgng & implmntng simltn SW capbl of asstng in fine-tunng optmztn & routng algrthms; desgng & implmntng a mlti-seqnc predctn algrthm for modlng ntwrk dynmcs, incl predctns w/statstcl modls by clustrng & dcmpstn of seqncs & a Deep Learng-basd attn mchnsm for modlng long-trm depndncs; asstng in the desgn of extndd vehcle routng algrthms to accmmdte custmr-specfc busn constrnts; & assistng in desgn & testng of mlti-dimnsnl constrnd bin-packng SW. Mstr’s dgr in Comp Engnrng or rel fld. Mst knw (thru acdmc trnng or wrk exp.) ML technqs, such as unsuprvsd anomly detctn & spatio-temporal forcstng; devlpng of forecstng algrthm; intgrtng predctve algrthms w/ ntwrk optmztn algrthms; predctve modlng, deep learng & time series predctn; devlpng autmtd tools to redce opertnl costs; & SW platfrm devlpmnt levrgng lg scale data to optmz logstcs opertns. Resumes to johnstevens@certusystems.com.recblid yz5b91j89iy29r1igrvzeyqxy4r4aa
Sprachkenntnisse
- English
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