Gravity IT Resources
Sr Operations Research Scientist
Gravity IT Resources, Atlanta, Georgia, United States, 30383
To Apply for this Job Click HereYour JobWe are seeking a Sr. Operations Research Scientist to join our client’s Data and AI capability.
What You Will Do
Work with product managers and clients to better understand the business problem
Think through a business problem and come up with a set of hypotheses
Create a list of potentially relevant supporting data elements
Work with data engineers and/or data analysts to procure data and test it for problems
Collaborate with other scientists and analysts, leverage AI
Propose modeling and application approaches
Mine the data to check completeness, value distributions, etc.
Test models for quality and scalability, applications for quality and alignment to expected user experience
Collaborate with product managers to find the best way to present results and develop backlog, new features
Collaborate with other developers and platform team to productionize models, and build software
Who You Are (Basic Qualifications)
A minimum of 3 years of post-academic experience developing and deploying advanced optimization models.
Expert in mathematical optimization and decomposition of complex problems for custom solutions.
Experience with commercial (Gurobi, Cplex, Xpress) or free/open source (GLPK, lp_solve, MIPCL) solvers.
Experience developing in Python, Java, or C++ within a collaborative production environment.
Advanced experience in scheduling and routing optimization problems.
The ability to rapidly develop proof of concepts and test new ideas, as well as the ability to scale these ideas into production ready models that can be deployed within our organization.
Examples of how your passion for data driven decision making and intellectual curiosity translated into value for your organization.
Experience with statistics and data mining techniques and methodologies (data prep/modeling, classification, regression, clustering, causal modeling).
High quality understanding of stochastic processes and uncertainty modeling, experience formulating and solving Mixed Integer linear, non-Linear, quadratic Programming models.
An advanced Degree (Masters or PhD) in Operations Research, Industrial Engineering, Mathematics, or Computer Science.
What Will Put You Ahead
Experience leveraging Amazon Web Services (AWS), or Azure for software development
AI Experience and vision for potential use within optimization space
Strong research skills and the ability to put emerging ideas into practice through rapid experimentation and prototyping
Experience with Gurobi and open source (GLPK, lp_solve, MIPCL) solvers.
Advanced experience in scheduling and routing optimization problems
To Apply for this Job Click Here#J-18808-Ljbffr
What You Will Do
Work with product managers and clients to better understand the business problem
Think through a business problem and come up with a set of hypotheses
Create a list of potentially relevant supporting data elements
Work with data engineers and/or data analysts to procure data and test it for problems
Collaborate with other scientists and analysts, leverage AI
Propose modeling and application approaches
Mine the data to check completeness, value distributions, etc.
Test models for quality and scalability, applications for quality and alignment to expected user experience
Collaborate with product managers to find the best way to present results and develop backlog, new features
Collaborate with other developers and platform team to productionize models, and build software
Who You Are (Basic Qualifications)
A minimum of 3 years of post-academic experience developing and deploying advanced optimization models.
Expert in mathematical optimization and decomposition of complex problems for custom solutions.
Experience with commercial (Gurobi, Cplex, Xpress) or free/open source (GLPK, lp_solve, MIPCL) solvers.
Experience developing in Python, Java, or C++ within a collaborative production environment.
Advanced experience in scheduling and routing optimization problems.
The ability to rapidly develop proof of concepts and test new ideas, as well as the ability to scale these ideas into production ready models that can be deployed within our organization.
Examples of how your passion for data driven decision making and intellectual curiosity translated into value for your organization.
Experience with statistics and data mining techniques and methodologies (data prep/modeling, classification, regression, clustering, causal modeling).
High quality understanding of stochastic processes and uncertainty modeling, experience formulating and solving Mixed Integer linear, non-Linear, quadratic Programming models.
An advanced Degree (Masters or PhD) in Operations Research, Industrial Engineering, Mathematics, or Computer Science.
What Will Put You Ahead
Experience leveraging Amazon Web Services (AWS), or Azure for software development
AI Experience and vision for potential use within optimization space
Strong research skills and the ability to put emerging ideas into practice through rapid experimentation and prototyping
Experience with Gurobi and open source (GLPK, lp_solve, MIPCL) solvers.
Advanced experience in scheduling and routing optimization problems
To Apply for this Job Click Here#J-18808-Ljbffr