About this role
Infosys Limited seeks an AI/ML professional for its Quality service line in Bangalore. The role covers data preparation, AI model development and validation, and the application of machine learning to new use cases. The posting specifies 10–20 years of work experience and a Bachelor of Engineering.
Responsibilities
- Collect and profile data, perform exploratory data analysis, and prepare datasets for modeling.
- Develop, tune and validate AI models; use visualization tools such as Power BI and Tableau.
- Present findings to business users and project management teams. Propose machine-learning solution approaches and estimates for new use cases.
- Contribute AI-based modules to Infosys solutions, explore advances in AI, and execute proofs of concept. Guide and mentor other team members.
Technical scope and preferred skills:
- Work with machine-learning algorithms, supervised and unsupervised learning, reinforcement learning, and AI domains including natural language processing, speech and computer vision.
- Apply tools for data analysis, AutoML, model deployment and scaling, along with knowledge of datasets, Python, databases and Azure, AWS or Google Cloud Platform.
- The posting separately lists Python, basic Generative AI model-framework experience with LangChain, and LLMOps as preferred skills.
Skills for this role
Machine LearningPythonExploratory Data AnalysisData ProfilingData PreparationModel DevelopmentModel TuningModel ValidationData VisualizationPower BITableauNatural Language ProcessingSpeech AIComputer VisionSupervised LearningUnsupervised LearningReinforcement LearningAutoMLModel DeploymentAzureAWSGoogle Cloud PlatformDatabasesGenerative AILangChainLLMOpsProof of Concept DevelopmentMentoring