POSTING DATE
2022-04-01 23:55:57
2022-04-01 23:55:57
START DATE
2022-04-30
2022-04-30
EXPERIENCE
Architect (7+ Yrs)
Architect (7+ Yrs)
PREFERRED EMPLOYMENT
W2 - Permanent
W2 - Permanent
COUNTRY
United States
United States
RELOCATION PROVIDED
No
No
REMOTE WORK?
No
No
Job details »
Job Title: Senior Data Scientist
Location: San Diego or remote within California or anywhere in PST hours
Duration: Full-Time
About the role:
The data scientist will be responsible for developing and maintaining ML models, using alternative data, for various stages of the credit lifecycle: approval, user behavior monitoring and collections.
Key responsibilities:
- Data cleaning, manipulation and aggregation for exploration and developing predictive models.
- Research and implement algorithms to model real-world payments patterns
- Analyse/test the model’s effectiveness
- Deploy the model in production and continuously monitor/update model performance
Must haves:
- Bachelor’s Degree in quantitative fields such as Computer Science, Engineering, Econometrics, Statistics or Mathematics.
- Excellent knowledge of SQL, comfortable working with large and noisy datasets.
- 4+ years of experience working on common machine learning frameworks such as scikit-learn, Tensorflow, PyTorch
- Curiosity
Nice to have:
- Experience with AWS (S3, Sagemaker) and GitHub.
- Experience in deploying real-time machine learning or other web backend services preferred but not required.
- Experience or knowledge working on credit underwriting will be an advantage but not a prerequisite
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