Assistant Manager_Senior Engineer_Machine Learning Engineer_D&A_Pune
Location
Pune | India
Job description
Job Description
Technical Skills
- Primary Skills: GCP, Python, Development experience with ML Model Development and Deployment, Intermediate Classical ML, NLP with knowledge of GenAI, Model evaluation and modelling
- Professional ML Engineer
- GCP
- Analytical technical skills to be able to predict the consequences of configuration and data changes (impact analysis), to identify root causes that are not obvious.
- Basics of SQL
- Excellent communication with different stakeholders (business, technical, project)
- Good understanding of the overall Data Science ecosystem and Machine Learning Concepts (especially classical ML and )
- Experience with building and deploying Machine Learning applications at prod
- Understanding modern MLOps pipelines
- Experience working in agile projects.
Roles and Responsibilty - Role purpose: Analyze the data, develop ML models with classical ML and NLP. Industrialize and deploy ML Models based on Data Science ML Models with ML Model validation (Code + Data validation). Develop CI/CD pipelines to deploy ML models and continuously monitor the models.
- Develop and Maintain ML Models
- Have hands-on experience with developing and maintaining model pipeline.
- Support Data Science on Feature Engineering
- Model and data validation
- Evaluate models and try to optimize the performance.
- Monitoring of ML model prediction performance and initiating corrective actions in alignment with Data Science
- Good understanding for classical ML and evaluation metrics (Linear Regression, clustering, etc)
- Being part of the development life cycle for agile software development projects
- Deliver customer-oriented solutions in a timely, collaborative manner.
- Proactive thinking, planning and understanding of dependencies.
Not a perfect fit? Worried that you don’t meet all the desired criteria exactly? At Vodafone we are passionate about Inclusion for All and creating a workplace where everyone can thrive, whatever their personal or professional background. If you’re excited about this role but your experience doesn’t align exactly with every part of the job description, we encourage you to apply as you may be the right candidate for this role or another role, and our recruitment team can help you see how your skills fit in.
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