onsite
ML Engineer
ML Engineer
The ML Engineer at EY will lead and guide a team of Junior Developers, designing and implementing technical specifications for AI, Machine Learning, Deep Learning, NLP, NLU, and NLG projects. This role involves building AI solutions using various techniques including deep learning and machine learning, and working with Python, R, and other technologies to deliver production-ready projects.
About the role
Position Summary
- 4+ years of experience in a similar profile with strong service delivery background
- Lead and guide a team of Junior Developers.
- Design technical specifications for AI, Machine Learning, Deep Learning, NLP, NLU, NLG projects and implement the same.
- Contribute to products or tools built on Artificial Intelligence technologies and paradigms, that can enable high-value offerings.
- Building AI solutions would involve the use and creation of AI and ML techniques including but not limited to deep learning, computer vision, natural language processing, search, information retrieval, information extraction, probabilistic graphical models and machine learning.
- Plan and implement version control of source control
- Define and implement best practises for software development
- Excellent computer skills - proficient in Excel, PowerPoint, Word and Outlook
- Excellent interpersonal skills and a collaborative management style
- Ability to analyse and suggest solutions
- Strong command on verbal and written English language
Roles and Responsibilities
Essential
- Create Technical Design for AI, Machine Learning, Deep Learning, NLP, NLU, NLG projects and implementing the same in production.
- Solid understanding and experience of deep learning architectures and algorithms
- Experience solving problems in industry using deep learning methods such as recurrent neural networks (RNN, LSTM), convolutional neural nets, auto-encoders etc.
- Should have experience of 2-3 production implementation of machine learning projects.
- Knowledge of open source libraries such as Keras, TensorFlow, Pytorch
- Work with business analysts/consultants and other necessary teams to create a strong solution
- Should have in depth understanding and experience of Data science and Machine Learning projects using Python, R etc. Skills in Java/C are a plus
- Should developing solutions using python in AI/ML projects
- Should be able to train and build a team of technical developers
- Desired to have experience as leads in designing and developing applications/tools using Microsoft technologies - ASP.Net, C#, HTML5, MVC
- Desired to have knowledge on any of the cloud solutions such as Azure or AWS
- Desired to have knowledge on any of container technology such as Docker
- Should be able to work with a multi culture global teams and team virtually
- Should be able to build strong relationship with project stakeholders