Senior Software Engineer for Machine Learning Platform
Sofia, Sofia-City, Bulgaria · Full-time · Mid-Senior level · Posted
About the role
DSK Bank is one of the leading banks in Bulgaria, with a great IT team of more than 250 IT talents, experiencing professional growth and development every day.
Our Advanced Analytics and AI Department is building state-of-the-art technology (machine learning platform and models) in order to enable data-driven decision making for various advanced analytics uses cases / applications (e.g. pricing, churn, propensity-to-buy, campaign automation etc.). Machine Learning Platform is foundational solution that enables multiple use-cases inside the Bank: machine learning model development and deployment, customer offer computation and automating real-time customer journeys.
We are looking for a talented and self-driven Senior Software Engineer to help design, build, and evolve our Machine Learning Platform (MLP). Our MLP is built on Azure Cloud, using Azure services, open-source tools and custom developed code. It is a great opportunity to really make an impact on banking!
Senior Software Engineer for ML & AI Platforms
Responsibilities:
Contribute to the design, development, and enhancement of the Machine Learning Platform (MLP).
Work closely with Data Scientists, Data Engineers, Markets, IT Cloud, IT On-Prem, InfoSec, and other teams to deliver scalable and secure ML infrastructure solutions.
Implement integrations between MLP and other bank systems and services.
Support and maintain the production environment, including observability stack, runbooks, and incident response procedures.
Collaborate with data scientists to improve monitoring and performance tracking of deployed machine learning models.
Contribute to various digital projects and cross-functional initiatives.
Expectations
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
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
What we offer to you
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;
25 paid holiday leave;
Additional Health Insurance;
Favorable conditions for housing and mortgage lending, as well as for bank products and services;
Annual bonus scheme depending on the achieved results;
Preferential conditions for Multisport / CoolFit card;
Great location;
Discounts in various companies;
Professional trainings for specific knowledge and skills (internal academies);
Refer a Friend Bonus.
If you are challenged by this opportunity, we would be glad to review your application.