Data Science Analyst (standard)

Year    Noida, Uttar Pradesh, India

Job Description


Posted on: August 15, 2024ROLES & RESPONSIBILITIESCore SkillsDiverse/moderately complex work is completed under minimal supervision, internal and external interaction, may lead projects. Employee can become proficient via a learned upper education curriculum such as a 4-year undergraduate degree as well as prior work experience in this or similar discipline. Manager makes assignments by defining objectives, priorities and deadlines, and assists the employee with unusual situations which do not have clear objectives. Employee plans and carries out successive steps and resolves problems and deviations in accordance with instructions, policies and accepted practices. Supervisor reviews the work for technical adequacy and conformance with practice and policy.OPERATIONS RESEARCH ENGINEERAirline industry employs very complex planning and operations processes. Airlines operate on very thin margins and require multiple resources such as schedule, crew, maintenance and airport equipment to be optimally managed, so that profitability is maximized all safety and operational regulations are satisfied. To achieve these objectives airlines employ sophisticated operations research techniques leveraging powerful computational capabilities of modern hardware.The Operations Research Engineer applies expert level simulation and optimization methodologies to solve strategic and operational problems in airline industry. As a key member of the Sabre Operations Research team, you will leverage your operations research and business expertise to translate business questions into mathematical models, develop algorithms to solve them, define suitable KPIs, and present results to a wide range of audiences including internal and external clients, sales, and development team. In addition, you will engineer optimization software in C++, Java or Python, leverage commercial solvers like CPLEX or Gurobi and work on its continuous performance improvement and business enhancements. You will also utilize your strong communication skills to work with developers to support product development cycles.Responsibilities\xc2\xb7 Work with subject matter experts from airlines to identify opportunities for leveraging simulation and optimization algorithms to improve decision support.\xc2\xb7 Develop custom optimization algorithms and run proof of concept studies.\xc2\xb7 Leverage existing optimization and simulation tools to enhance in-house algorithms.\xc2\xb7 Collaborate with software engineers to implement and test production quality code for simulation and optimization models.\xc2\xb7 Develop processes and tools to monitor optimization models\' performance.\xc2\xb7 Demonstrate software to customers and perform value proving benchmarks. Calibrate software for customer needs and train customer for using and maintaining software.\xc2\xb7 Resolve customer complaints with software and respond to suggestions for improvements and enhancements.Required Qualifications\xc2\xb7 Advanced Degree in Operations Research, Computer Science, Mathematics or related Quantitative disciplines.\xc2\xb7 Proven ability to apply modeling and analytical skills to real-world problems.\xc2\xb7 Proficiency in optimization solvers (CPLEX, Gurobi) for LP/IP\xc2\xb7 Proficiency with solving large-scale optimization using decomposition algorithms and other advanced OR techniques for linear and non-linear optimization\xc2\xb7 Advanced knowledge of C++, Java and Python and associated development tools.\xc2\xb7 Software development experience with proven record of developing complex algorithm.Desirable Qualifications\xc2\xb7 Familiarity with airline, rail or supply-chain industries and decision support systems employed there.\xc2\xb7 Experience developing network optimization, resource planning and task scheduling models.\xc2\xb7 Understanding of airline scheduling, crew planning, airport operations and disruption management concepts.EXPERIENCE

  • 3-4.5 Years
SKILLS
  • Primary Skill: Data Science
  • Sub Skill(s): Data Science
  • Additional Skill(s): Python, Data Science, Python (Data Science), SQL Data Analysis, Cloud Machine Learning Engine
ABOUT THE COMPANYInfogain is a human-centered digital platform and software engineering company based out of Silicon Valley. We engineer business outcomes for Fortune 500 companies and digital natives in the technology, healthcare, insurance, travel, telecom, and retail & CPG industries using technologies such as cloud, microservices, automation, IoT, and artificial intelligence. We accelerate experience-led transformation in the delivery of digital platforms. Infogain is also a Microsoft (NASDAQ: MSFT) Gold Partner and Azure Expert Managed Services Provider (MSP).Infogain, an Apax Funds portfolio company, has offices in California, Washington, Texas, the UK, the UAE, and Singapore, with delivery centers in Seattle, Houston, Austin, Krak\xc3\xb3w, Noida, Gurgaon, Mumbai, Pune, and Bengaluru.

Infogain

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Job Detail

  • Job Id
    JD3430966
  • Industry
    Not mentioned
  • Total Positions
    1
  • Job Type:
    Full Time
  • Salary:
    Not mentioned
  • Employment Status
    Permanent
  • Job Location
    Noida, Uttar Pradesh, India
  • Education
    Not mentioned
  • Experience
    Year