General duties
- Owns the MLP architecture and roadmap
- Align with Data Scientists, Data Engineers, Markets, IT Cloud & IT On Prem, InfoSec & other teams on future development of Machine Learning Platform
- Ensure stable operation of production environment, provide all required observability stack, maintain runbooks and incident response procedures
- R&D infrastructure & service improvements via new approaches, frameworks, etc.
- Team development & growth, proposals for changes
- Collaborate with the data scientists' team to improve the monitoring of the machine learning models performance.
- Participates in different digital projects and cross functional teams.
Your challenges
We are building a Machine Learning Platform and we will require low-latency features- and data-stores for real-time model-serving. Hence there are a handful of challenges for our Development team:
- Design and build micro-services to facilitate fast pace of change
- Create state-of-the-art model serving architecture
- Engrain development, testing & deployment best practices to reduce risks and amount of mundane work
Requirements
- Strong Python experience (sqlalchemy, fastapi, etc.)
- Docker & Kubernetes knowledge
- Understanding of software design patterns and testing
- Ownership mentality, curiosity & pro-active approach
- Verbal and written English
Ideal candidate:
- Knowledge of relational databases (Postgres) and streams (Kafka)
- Azure and Databricks experience
- Experience with Java or Scala
DSK Bank offers
- Excellent opportunities for professional and career development in one of Bulgaria's leading banks;
- Food vouchers in the amount of 102,26 EUR per month;
- 20+5 paid holiday leave;
- Additional Health Insurance;
- Favorable conditions for housing and mortgage lending, as well as for bank products and services;
- Preferences for bank products and services;
- Annual bonus scheme depending on the achieved results;
- Preferential conditions for Multisport / CoolFit card;
- Great location - in the heart of Sofia's city center;
- Discounts in various companies;
- Internal academies;
- Refer a Friend Bonus.
Documents for application
CV
