Senior Data Scientist
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Job Description
Senior Data Scientist at Switchfly responsible for innovative data science and ML applications. Driving business results through analytic innovation and supporting large-scale adoption of data science.
Responsibilities:
- Drive creative and innovative data science / machine learning / AI applications and results.
- Keeps abreast of industry, market and company trends, and partners with business leaders to champion the adoption of new data, analytic approaches, techniques and capabilities.
- Extract/transform data for exploratory analysis, feature engineering, modeling, and visualization.
- Design, build and iterate on models.
- Build, monitor , and maintain recommendation systems.
- Write efficient code, deploy on cloud, and A/B test models/algorithms.
- Data validation and data quality checks before modeling.
- Model monitoring and drift detection post deployment.
- Present and demonstrate prototypes and concepts to customers/clients & leadership.
- Builds deep expertise in Switchfly’s data and external data.
- Identifies data and analytic tool gaps by working with other teams, business partners, and recommends corrective action.
Requirements:
- 5 + years of professional experience as a data scientist - building, evaluating, deploying and monitoring machine learning (including deep learning) models required
- Relevant technical degree (preferably advanced, in Computer Science, Machine Learning, Applied Mathematics, Statistics, Operations Research, etc.)
- Advanced competency in Python and using opensource frameworks e.g. Scikit learn, TensorFlow, Keras, Pytorch, etc.
- Strong SQL and ETL experience.
Benefits:
- Professional success requires thinking big and dreaming big
- Nimble and forward-thinking, we’re building the future by challenging ourselves and demanding daily improvement.
- Commitment to customers isn’t optional, it’s part of our DNA.
- Our culture of learning is powered by an iterative mindset, a shared desire for high performance, and a willingness to take risks and push through limits.
- We're looking for team members in India who share this mindset and are excited to make a meaningful impact.
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