Data Scientist
Aplazo
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See open jobs at Aplazo.See open jobs similar to "Data Scientist" Oak HC/FT.Data Science
Bengaluru, Karnataka, India
Posted on Feb 2, 2024
Responsibilities
- Research, design, train and deploy machine learning solutions in domains such as NLP, Computer Vision, and more.
- Develop and embed the processes, tools, and policies needed to build robust credit strategies that are aligned with the business needs.
- Work closely with product teams to implement new products and features using ML/DL.
- Develop highly scalable classifiers and tools leveraging machine learning, deep learning, and rules-based models.
- Own the Data Science model end-to-end, from data collection to model building, to monitoring the model in production.
- Build Machine Learning and Deep Learning models in the customer lifecycle which include Personalization, Recommendation, Rewards, Referrals, Transaction Categorization, and Customer Science-related models.
- Build production fraud and credit machine learning models; your models will decide to whom we lend in real time.
- Conduct Data Analyses; your analyses will decide which policies we adopt, where we expand our business, and with whom we partner.
- Partner cross-functionally with our product and finance teams to drive strategy and optimize tactics as they relate to approval rates and conversion metrics through the funnel.
- Keep abreast of machine learning and industry developments, conduct R& D; to incorporate best-in-class modeling methodologies, and disseminate learnings within the team.
- Bachelor's or Master's degree in Computer Science, Information management, Statistics, or a related field.
- 2-5 years of relevant work experience in delivering projects using the agile methodology for Risk (preferably Credit Risk in Investment or Corporate Banking) and Finance projects.
- You should have an in-depth understanding of credit, risk, and collections and are adept at building and deploying policies, models, and metrics.
- You enjoy partnering cross-functionally to drive core credit, risk, and collection initiatives including risk appetite, and risk-based pricing.
- Python programming skill is a must.
- Experience with NoSQL databases such as MongoDB is a plus.
- Experience in statistical modeling, machine learning, data mining, unstructured data analytics, and natural language processing.
- Sound understanding of - Bayesian Modelling, Classification Models, Cluster Analysis, Neural Networks, Nonparametric Methods, Multivariate Statistics, etc.
- Experience in Machine learning ensemble models such as Xgboost, Lightgbm, etc.
- Strong in data analysis and data wrangling.
- Experience with common libraries and frameworks in data science.
- Familiarity with database queries and data analysis processes (SQL, Python).
- Outstanding leadership, influencing, communication, interpersonal, and teamwork skills.
- Detail-oriented, with the ability to work both independently and collaboratively.
- Any prior research publication is a plus point.
- People who demonstrate high ownership and have a founder's mindset.
- People with an endless curiosity and hunger to learn.
- Operators obsessed with customer experience.
- Excellent communication and interpersonal skills.
This job is no longer accepting applications
See open jobs at Aplazo.See open jobs similar to "Data Scientist" Oak HC/FT.