Minimum Qualifications – Education & Prior Job Experience
Bachelor''s degree in Computer Science, Computer Engineering, Data Science, Information Systems (CIS/MIS), Engineering or related technical discipline, or equivalent experience/training
7 to 9+ years of full Software Development Life Cycle (SDLC) experience designing, developing, and implementing large-scale machine learning applications in hosted production environments
2+ years of professional, design, and open-source experience
Top Requirements:
1. Mixed-Integer Programming (MIP)modeling; formulatingreal-world businessrules asdecision variables, linearconstraints, andobjectives; LP/IP theory; branch-and-bound intuition.
2. Commercial solverexperience; FICO Xpress (stronglypreferred) or Gurobi/CPLEX/OR-Tools/Hexaly, including solvertuning (gaps, threads, seeds, determinism) andreading solver logs/.lp files.
3. Programming to implement model & visualizemodel solutions; Java (themodellives inJava behind a solverabstraction); Python (incl v. Streamlit for thedashboard); ableto code and ship changes in both programming languages.
Also required: comfortableusing AI coding agents(Claude/Copilot) for fastchanges; high codingstandards; a collaborative teamplayer (open toideas/feedback, no solo work);a fastlearner.
4. MSor PhD inOperations Research/ IndustrialEngineering /Applied Math (or related), plus3+years appliedoptimization or equivalentdemonstrated MIP experience.
(Education:MS/PhD in OR /IE /Applied Math /CS-optimizationor equivalent.)
Nice To Have:
Java21 / SpringBoot familiarity; clean/hexagonal model design (ports & adapters); TDD (JUnit5) foroptimizationmodels(LP-file integration tests); scheduling/assignment/routing problem experience; heuristics/metaheuristics/CP as complements toMIP; dataanalysis & debugging;mining datasets (incl. AzureADLS) andsolver logs to findissues and derive insights;data wrangling (CSV/Excel/SQL); Git/GitHub, MongoDB Compass, Maven,Docker; aviation / MRO domain.
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