Optimization and ML Modelling Engineer

4 days ago

Bangalore, India Sustainability Economics.ai Full time

Sustainability Economics.ai is a global organization, pioneering the convergence of clean energy and AI, enabling profitable energy transitions while powering end-to-end AI infrastructure. By integrating AI-driven cloud solutions with sustainable energy, we create scalable, intelligent ecosystems that drive efficiency, innovation, and long-term impact across industries. Guided by exceptional leaders and visionaries with decades of expertise in finance, policy, technology, and innovation, we are committed to making long-term efforts to fulfil this vision through our technical innovation, client services, expertise, and capability expansion.    We are seeking a highly skilled Optimization and Modelling Engineer to design, develop, and deploy prescriptive models that identify optimal solutions under complex business and operational constraints. The role focuses on formulating and solving optimization problems using advanced mathematical programming and numerical methods. The ideal candidate will combine strong analytical thinking with hands-on Python development to build models that drive intelligent, data-informed decision-making.  Apply mathematical programming (linear, nonlinear, integer, and mixed-integer optimization) to operational and decision-making scenarios.  Build, train, and fine-tune machine learning and statistical models for regression, classification, and clustering.  Conduct feature selection, hyperparameter tuning, and performance evaluation using systematic validation techniques.  Stay updated with advancements in optimization algorithms, ML model architectures, and applied AI techniques .  Education & Experience:   ~ Bachelor’s or Master’s degree in Computer Science, Engineering, Applied Mathematics, or related quantitative fields.  ~1–2 years of hands-on experience in machine learning , optimization .  ~ Strong background in mathematical modeling, statistics, or operations research .  ~ Experience in production-grade model deployment and performance monitoring.  The candidate should have strong proficiency in Python, with practical experience for building optimization models.  Strong proficiency in Python and libraries such as SciPy,Pyomo, NumPy, OR-Tools, PuLP, Gurobi, or CPLEX .  A solid understanding of linear programming, mixed-integer programming, convex optimization, stochastic optimization, and constraint programming is essential.  The role requires experience in algorithm design, numerical methods, and sensitivity analysis for robust model development.  The candidate should possess a strong background in operations research and optimization model formulation.  Experience in model validation and performance tuning is required to ensure accuracy and efficiency.  The role involves performing scenario analysis and supporting optimization-based decision-making.  Design intelligent data workflows and pipelines to support predictive and prescriptive analytics.  Collaborate with engineering and research teams to develop scalable ML solutions.  Strong mathematical and statistical foundation.  Startup DNA → bias to action, comfort with ambiguity, love for fast iteration, and flexible and growth mindset.   

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