Capgemini
Gen AI Application Engineer
Capgemini, Atlanta, Georgia, United States, 30383
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Key Responsibilities:Develop back-end Python application code as part of a retrieval augmented generation (RAG) system. Plan the technical design of new features to improve the accuracy, efficiency, and usability of the application.Develop reports based on application logs that will monitor the accuracy and performance of the RAG system. Design and execute experiments to evaluate the performance of various prompting techniques, search enhancements, and various other system configurations.Required Knowledge:Strong ability to code in Python without the need for coding assistants.Must understand how to write application code, not just notebook code.Understanding of cloud services (Azure preferable) such as Azure Functions, Azure Cognitive Search, and cloud storage API concepts.Strong understanding of NLP and text processing.Strong understanding of search optimization techniques.Exposure to large language models.Key Talents Focus:The ability to take on a complex task and remain focused and determined through roadblocks and obstacles is critical.The person who fills this role will be required to independently solve problems with limited assistance.They must be motivated to drive a solution to completion.Conscientiousness: it is critical the person who fills this role takes it upon themselves to ensure that their code is high quality.The person must be proactive in stress-testing their own work to find bugs.They must be forthcoming with issues and put in the extra effort to overcome them when necessary.Preferred Experience: 5+ years in Python back-end development, 3+ years in data analytics and data science using Python and SQL.Experience working with cloud infrastructure; 2+ years experience working with search and AI applications.Life at Capgemini
Capgemini supports all aspects of your well-being throughout the changing stages of your life and career. For eligible employees, we offer:Healthcare including dental, vision, mental health, and well-being programs.Financial well-being programs such as 401(k) and Employee Share Ownership Plan.Paid time off and paid holidays.Paid parental leave.Family building benefits like adoption assistance, surrogacy, and cryopreservation.Social well-being benefits like subsidized back-up child/elder care and tutoring.Mentoring, coaching, and learning programs.Employee Resource Groups.Disaster Relief.Disclaimer
Capgemini is an Equal Opportunity Employer encouraging diversity in the workplace. All qualified applicants will receive consideration for employment without regard to race, national origin, gender identity/expression, age, religion, disability, sexual orientation, genetics, veteran status, marital status, or any other characteristic protected by law.
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Key Responsibilities:Develop back-end Python application code as part of a retrieval augmented generation (RAG) system. Plan the technical design of new features to improve the accuracy, efficiency, and usability of the application.Develop reports based on application logs that will monitor the accuracy and performance of the RAG system. Design and execute experiments to evaluate the performance of various prompting techniques, search enhancements, and various other system configurations.Required Knowledge:Strong ability to code in Python without the need for coding assistants.Must understand how to write application code, not just notebook code.Understanding of cloud services (Azure preferable) such as Azure Functions, Azure Cognitive Search, and cloud storage API concepts.Strong understanding of NLP and text processing.Strong understanding of search optimization techniques.Exposure to large language models.Key Talents Focus:The ability to take on a complex task and remain focused and determined through roadblocks and obstacles is critical.The person who fills this role will be required to independently solve problems with limited assistance.They must be motivated to drive a solution to completion.Conscientiousness: it is critical the person who fills this role takes it upon themselves to ensure that their code is high quality.The person must be proactive in stress-testing their own work to find bugs.They must be forthcoming with issues and put in the extra effort to overcome them when necessary.Preferred Experience: 5+ years in Python back-end development, 3+ years in data analytics and data science using Python and SQL.Experience working with cloud infrastructure; 2+ years experience working with search and AI applications.Life at Capgemini
Capgemini supports all aspects of your well-being throughout the changing stages of your life and career. For eligible employees, we offer:Healthcare including dental, vision, mental health, and well-being programs.Financial well-being programs such as 401(k) and Employee Share Ownership Plan.Paid time off and paid holidays.Paid parental leave.Family building benefits like adoption assistance, surrogacy, and cryopreservation.Social well-being benefits like subsidized back-up child/elder care and tutoring.Mentoring, coaching, and learning programs.Employee Resource Groups.Disaster Relief.Disclaimer
Capgemini is an Equal Opportunity Employer encouraging diversity in the workplace. All qualified applicants will receive consideration for employment without regard to race, national origin, gender identity/expression, age, religion, disability, sexual orientation, genetics, veteran status, marital status, or any other characteristic protected by law.
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