2328 Infosys Jobs

Role & responsibilities

• Translate business goals for Machine Learning to technical requirements, conduct code/design reviews, and drive the technical implementation of web projects throughout the project lifecycle.
• Collaborate with stakeholders to understand business needs and requirements and convert them into ML requirements and hypothesis.
• Provide technical guidance and mentorship to team members on ML related tasks.
• Own and drive specific area(s) of functionality like machine learning implementation for digital commerce including prioritized enhancement stories and development of features for those areas of responsibility.
• Develop PoCs to validate the feasibility of machine learning implementation
• Break down complex technical requirements into Epics and Stories for the teams.
• Explain complex technical concepts of ML to both technical and non-technical stakeholders.
• Ensure security best practices are integrated into the architecture and design of solutions.
• Implement and enforce coding quality, standards, best practices and guidelines through code reviews
• Contribute to a culture of continuous improvement and agile development.

Preferred candidate profile

• Demonstrated experience designing and architecting new technology and platform solutions within the Machine Learning ecosystem
• Proficient in utilizing Python and well-known machine learning libraries like TensorFlow, PyTorch, and scikit-learn to develop models.
• Ability to understand complex application data flows and bridge the gap between technical and business app requirement.
• Skilled in optimizing model performance through effective data preprocessing, cleaning, and feature engineering techniques.
• Experienced in deploying machine learning models for real-time applications in production environments.
• Conducted thorough evaluations, selections, and fine-tuning of models to attain high accuracy and efficiency.
• Excellent written, visual, and oral communication skills, ability to clearly and succinctly communicate with key business partners, including senior executives
• Excellent collaboration and facilitation skills including the ability to bring together various teams and resources to deliver results
• Minimum 10 years of software development experience with 5+ years of experience in machine learning implementations leading multiple Machine Learning projects.
• Data driven approach to problem solving.
• Understanding of statistical concepts and machine learning algorithms.
• Experience with data preparation, cleaning, and transformation techniques.

Must -

RAG, LLM, Python, AI/ML