Python & Database Developer -First round Onsite interview

Years of experience:
•  5-7 years of Python & Database experience

Skills Required:

- Strong proficiency of Python with experience developing production-grade data processing pipelines

- Familiarity with object-oriented programming (OOP)

- Good knowledge of Database concepts and writing SQL queries and Stored Procedures and query optimization

- Expertise in FastAPI framework for building service endpoints and asynchronous processing systems

- Working knowledge of Unix

- Experience with version control tools (preferably Git)

- Writing unit tests (e.g. using pytest)

- Self-starter with ability to work in a fast paced environment and be able to work on multiple projects

- Experience of working in Agile Squads is good to have

- Finance data domain knowledge is also desired

Good to Have:

Understanding of model performance monitoring, model debugging, and logging systems within AI applications

Experience with containerization and deployment of ML services in enterprise environments

Experience with anomaly detection algorithms and techniques, particularly isolation forest, clustering, time series analysis, and pattern mining

Design and deploy generative AI solutions using LLMs and multimodal models to solve business problems

Expertise in pandas and familiarity in scikit-learn libraries for data manipulation and machine learning model implementation