Job Description

Genpact (NYSE: G) is a global professional services and solutions firm delivering outcomes that shape the future. Our 125,000+ people across 30+ countries are driven by our innate curiosity, entrepreneurial agility, and desire to create lasting value for clients. Powered by our purpose \xe2\x80\x93 the relentless pursuit of a world that works better for people \xe2\x80\x93 we serve and transform leading enterprises, including the Fortune Global 500, with our deep business and industry knowledge, digital operations services, and expertise in data, technology, and AI.Inviting applications for the role of Manager- AIML DeveloperResponsibilities:Understand business processes, identify pain points and areas for improvement, and articulate problems that can be addressed through machine learning solutions.Analyze and correlate relevant business metrics to determine the impact of potential solutions.Gather, clean, and preprocess data from various sources to facilitate the development of machine learning models.Design, develop, and implement machine learning models using advanced techniques such as Neural Networks and Transformer models, with a focus on tabular data and NLP applications.Perform feature engineering, data preprocessing, and model selection to optimize model performance.Evaluate model performance using appropriate metrics, iterating and refining as necessary.Monitor and maintain the performance of machine learning models in production, troubleshooting and updating as required.Communicate findings, insights, and recommendations to stakeholders in a clear and actionable manner.Stay up to date with the latest research, trends, and best practices in machine learning, NLP, Neural Networks, Transformer models, and related technologies.Continuously improve the organization\'s machine learning infrastructure, tools, and processes to enhance efficiency and effectiveness.Proactively identify opportunities for leveraging machine learning and AI solutions to drive business value and improve operations.Collaborate cross-functionally with other teams, such as product development, marketing, and customer support, to ensure seamless integration and implementation of machine learning models into existing systems and workflows.Train and mentor junior team members, sharing knowledge and expertise in machine learning, NLP, Neural Networks, and Transformer models.Ensure compliance with data privacy and security regulations while handling sensitive information.Qualifications we seek in you!Minimum QualificationsBachelor\xe2\x80\x99s or higher degree in computer science, Data Science, Engineering, or a related field.Relevant years of experience in machine learning, data science, or a related field, with a focus on Neural Networks, Transformer models, tabular data, and NLP.Strong proficiency in Python and familiarity with machine learning libraries such as TensorFlow, PyTorch, Scikit-learn, Matplotlib, Seaborn, Plotly, Pandas, NumPyProven ability to manage projects end-to-end, from understanding business requirements to implementing machine learning solutions.Excellent problem-solving, critical thinking, and analytical skills.Strong communication and interpersonal skills, with the ability to effectively present complex information to both technical and non-technical audiences.Keen attention to detail and a commitment to producing high-quality, reliable, and maintainable code.Self-motivated and able to work independently or collaboratively within a team environment.A passion for staying current with the latest advancements in machine learning.Preferred QualificationsDomain background in the [finance, insurance] and familiarity with related business processes and challenges is preferred.Proficiency in one programming language as base minimum, such as Python.Previous experience in a client-facing role or presenting technical information to non-technical stakeholders.Genpact is an Equal Opportunity Employer and considers applicants for all positions without regard to race, color, religion or belief, sex, age, national origin, citizenship status, marital status, military/veteran status, genetic information, sexual orientation, gender identity, physical or mental disability or any other characteristic protected by applicable laws. Genpact is committed to creating a dynamic work environment that values diversity and inclusion, respect and integrity, customer focus, and innovation. Get to know us at and on , , , and .Furthermore, please do note that Genpact does not charge fees to process job applications and applicants are not required to pay to participate in our hiring process in any other way. Examples of such scams include purchasing a \'starter kit,\' paying to apply, or purchasing equipment or training.

Genpact