Skill ExchangeBrowse by domainData, AI & AnalyticsMachine Learning & Predictive ModelingOptimization & Metaheuristic Algorithms

Optimization & Metaheuristic Algorithms

A skill group in Data, AI & Analytics › Machine Learning & Predictive Modeling: 56 skills, 53 of them carrying a SynapseScope Skill Rating, named in 7,907 open US roles at the latest reading.

SkillOrganisation ratingOpen rolesMedian salary
OptimizationMaintain2,413$167,500
Optimization ToolsMaintain2,024$122,500
Portfolio OptimizationInvest1,834$172,500
Optimization AutomationInvest784$142,500
Combinatorial OptimizationInvest120$172,500
Genetic AlgorithmsMaintain92$132,500
Risk OptimizationInvest80$157,500
Stochastic ProgrammingInvest75
Discrete OptimizationInvest61
Geometric OptimizationMaintain59$182,500
Decision OptimizationInvest57$137,500
Markov Decision ProcessInvest39$67,500
Offline Reinforcement LearningInvest38$287,500
Heuristic AlgorithmsMaintain31$187,500
MetaheuristicsMaintain27$167,500
Heuristic TechniquesMaintain23$152,500
Stochastic ControlInvest21$192,500
Stochastic AlgorithmsInvest17
Heuristic OptimizationMaintain16
Vehicle Routing ProblemInvest15$202,500
Solver AlgorithmsMaintain13$137,500
Evolutionary ComputationInvest12
Simulated AnnealingMaintain12
Algorithm ExplorationNot rated8
Packing AlgorithmsMaintain7$327,500
Simulated Bifurcation AlgorithmsInvest7
Riemannian Geometry OptimizationInvest6
quality-diversityMonitor6
Newton's MethodMaintain4
ILOG OPL-CPLEX Development SystemMaintain3
Ant Colony OptimizationMaintain1
Particle Swarm OptimizationInvest1
Process Optimization ModelsInvest1
Algorithmic Planning FrameworksInvest
Assignment Problem HeuristicMaintain
DEAPMaintain
Dynamic Heuristic MethodsMaintain
Genetic AlgorithmsMaintain
Heuristic ModelingMaintain
Mixed integer optimizer MINTOMaintain
Mixture ProblemsMaintain
Multi-Objective Bayesian OptimizationMonitor
Partitioning ProblemMaintain
PyevolveObsolete
Railroad Timetable OptimizationInvest
Scalable Outcome OptimizationNot rated
Set Packing Approximation ProblemMonitor
Simplex MethodMaintain
Simplex Method LatticeMaintain
Stochastic GamesInvest
Swarm Intelligence AlgorithmsInvest
Temporal Solution OptimizationNot rated
Traveling Salesman Problem ApproximationMaintain
Traveling Salesman Problem EuclideanMaintain
Z Function OptimizationMaintain
neuroevolutionMonitor

← Machine Learning & Predictive Modeling · Data, AI & Analytics · All domains