Staff Engineer, Data Science
- Bangalore, Karnataka
- Permanent
- Full-time
- Total experience 7+ years.
- Strong working experience in Python.
- Hands on working knowledge of the DS/ML stack (NumPy, Pandas, SciPy, Scikit-learn, TensorFlow, PyTorch).
- Working experience in SQL.
- Hands-on experience with cloud-based data handling and ML workflows (Google Cloud preferred).
- Experience in building microservice APIs for ML solutions.
- Exposure to model monitoring technologies.
- Experience with deploying ML solutions at scale (Kubeflow, VertexAI, Airflow, PySpark).
- Proficiency with data visualization libraries (matplotlib, seaborn, plotly, etc.)
- Excellent communication and collaboration skills for working across global teams.
- Writing and reviewing great quality code.
- Understanding functional requirements thoroughly and analyzing the client's needs in the context of the project.
- Envisioning the overall solution for defined functional and non-functional requirements, and being able to define technologies, patterns and frameworks to realize it.
- Determining and implementing design methodologies and tool sets.
- Enabling application development by coordinating requirements, schedules, and activities.
- Being able to lead/support UAT and production roll outs.
- Creating, understanding and validating WBS and estimated effort for given module/task, and being able to justify it.
- Addressing issues promptly, responding positively to setbacks and challenges with a mindset of continuous improvement.
- Giving constructive feedback to the team members and setting clear expectations.
- Helping the team in troubleshooting and resolving of complex bugs.
- Coming up with solutions to any issue that is raised during code/design review and being able to justify the decision taken.
- Carrying out POCs to make sure that suggested design/technologies meet the requirements.