AI/ML Engineer - Information Technology Job in Mumbai at Deloitte

Deloitte is hiring for the role of AI/ML Engineer (Information Technology)!

Responsibilities of the Candidate:

• Collaborating with internal partners to understand and evaluate business requirements.
• Integrating software components into a fully functional software system.
• Solving moderately complex issues with minimal supervision, while. escalating more complex issues to the appropriate staff.
• Developing custom data models and algorithms to apply to data sets.
• Developing company A/B testing framework and test model quality
• Customizing the latest available models in computer vision in domains like classification, object detection, and segmentation and integrating them into our product. You would be responsible for the end-to-end solution, from offline experiments to production-level code that uses these models.
• Applying the latest advances in deep learning and machine learning to increase our current models' performance.
• Contributing to the product road map and planning.
• Developing and maintaining software programs, algorithms, dashboards, information tools, and queries to clean, model, integrate and evaluate data sets.
• Optimizing pipelines for data intake, validation, and mining as well as modeling and visualization by applying best practices to the engineering of large data sets.
• Providing findings and analysis to make informed business decisions.

Requirements:

• Minimum of 4-7 years of related work experience.
• Master's degree in a related field (Statistics, Mathematics or Computer Science)
• Strong software engineering practices and is very comfortable with Python programming, debugging/profiling, and version control.
• Experience in Machine Learning and Deep Learning theory and frameworks like TensorFlow, PyTorch, etc to perform visual recognition tasks, such as segmentation, detection, and classification.
• Experience with data science tools including Python scripting, numpy, scipy, matplotlib, scikit-learn, Jupiter notebooks, bash scripting, Linux environment.
• Experience in collecting and manipulating structured and unstructured data from multiple data systems (on-premises, cloud-based data sources, APIs, etc)
• Experience with continuous integration and delivery practices.
• Strong data visualization skills.
• Experience in software development environment and code management or versioning.
• Other minimum qualifications may apply.