Python with Django - Python with Django L3 (5.1-7 years)
Core
You help make better use of data through collection, labeling, curation, structuring, and feature engineering to improve models, apply analytical methods to answer business questions, and support the deployment of AI applications to production.
Role type
Senior data scientist (Python/Django)
Builds
AI applications and improved data models for financial services clients
Domain
Financial services, data science, machine learning
Deliverable
production ML models
Required skills
Python, SQL, Pandas, Hadoop/Spark, web scraping, classical machine learning, generative AI, CI/CD pipeline, AirFlow, MlFlow, model monitoring, drift detection, automation
Preferred skills
PhD, natural language processing focus, financial sector experience
Technologies
Python, Django, SQL, Pandas, Hadoop, Spark, AirFlow, MlFlow
Responsibilities
Collect, label, curate, structure, and engineer data features; apply analytical methods to answer business questions; support deployment of AI applications to production; automate modeling pipelines; promote new technologies and best practices in testing
Seniority
Senior, hands-on IC