Senior Data Scientist - Mathematical Optimization Solver

February 16

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Codvo.ai

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Codvo. ai is a technology company that specializes in delivering strategic enterprise solutions through advanced AI-driven innovation. They focus on transforming enterprise data into measurable value by helping businesses accelerate growth with custom AI implementations tailored to meet the specific challenges of various industries. Their extensive service offerings include AI/ML automation, application development, data analytics, cybersecurity, and digital transformation, ensuring that organizations can thrive in a rapidly evolving digital landscape.

Artificial Intelligence • Mobile Development • Product and Design • Web Development • Remote Support

51 - 200 employees

Founded 2019

🔒 Cybersecurity

☁️ SaaS

📋 Description

• Design, develop, and implement advanced mathematical optimization models and solvers to address complex business challenges across various domains, such as scheduling, routing, resource allocation, and inventory management. • Design, develop, and deploy machine learning models to analyze large datasets, generate insights, and make predictions that support data-driven decision-making, specifically related to enhancing the performance of optimization algorithms. • Apply advanced NLP techniques to extract valuable insights from unstructured text data, enhancing the organization's capabilities in understanding and utilizing textual information to improve optimization model inputs and outputs. • Oversee multiple data science projects, ensuring timely delivery and alignment with business goals and coordination. • Stay updated with the latest advancements in data science, machine learning, optimization algorithms, and NLP technologies. Promote a culture of continuous learning and improvement within the team, particularly in the areas related to solver development and optimization techniques.

🎯 Requirements

• Master’s or Ph.D. in Data Science, Computer Science, Statistics, Mathematics, Operations Research, Industrial Engineering, or a related field. • 5+ years of experience in data science with a strong focus on optimization, simulation, and algorithm development. • Proven experience in managing and mentoring data science teams, specifically in the context of optimization projects. • Demonstrated ability to deliver complex projects on time and within scope, especially those involving optimization solvers. • Experience in the airline, railroad, or distribution industries is a plus, particularly in leveraging optimization techniques to solve challenges in these domains. • Proficiency in programming languages such as Python or R. • Expertise in machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn) and experience applying ML techniques to improve the performance of optimization solvers. • Strong knowledge of NLP techniques and tools (e.g., SpaCy, BERT, GPT) and experience in leveraging NLP for optimization problem definition and input data processing. • Experience with optimization algorithms and simulation models (e.g., linear programming, integer programming, constraint programming, stochastic optimization, simulation modeling). • Expertise with optimization solvers (e.g., Gurobi, CPLEX, SCIP, Xpress). • Proficient in data visualization tools (e.g., Tableau, Power BI). • Excellent verbal and written communication skills. • Strong leadership and project management abilities. • Ability to work collaboratively in a team-oriented environment.