Your key responsibilities
- Apply machine learning techniques to deliver actionable insights
- End to end coding using Python, R
- Responsible for model development - manipulation including data exploration, training data, feature extraction and model development, validation and scoring on structured and unstructured data and to highlight patterns, anomalies, relationships and trends
- Design and build systems that mine massive datasets and structure/ engineer it to be usable for machine learning models and to apply AI/Machine Learning technology to solve real-world problems
- Apply standard statistical methods, simulation models and statistical programming as needed
- Develop a strong understanding of business requirements; working with business users/ business analysts to define probable solutions and present result in a clear and concise manner
- To act as an SME on ML/AI
- Stakeholder management and stakeholder interaction
- Responsible for mentoring team members in the use of AI/Machine Learning
Skills and attributes for success
- An overall experience of 4 + years of which 2+ years of hands on work experience with Machine Learning and Artificial Intelligence techniques and tools such as neural networks, deep learning, MS Azure Cognitive Service, regression, decision tree, random forest, classification and clustering, natural language processing (NLP), Natural Language Generation (NLG), ARIMA algorithms
- Expertise in software such as R, Python
- Strong - programming skills, algorithm development and database management systems
- At least a couple of end-to-end ML projects experience
To qualify for the role, you must have
- Master’s degree in Statistics/Mathematics from a reputed college OR Bachelors / Master’s degree in Science/ Engineering / MCA.
- As an AI / ML manager, you will be involved in designing, development, testing and deployment of AI/ML solutions.
- Tax application experience
Ideally, you’ll also have
- Exposure to cloud (Azure, AWS) would be good to have.
- Strong verbal and written communication skills.