Pricing MLOps

Company Description

AUTODOC is a technology company with a leading e-commerce platform for vehicle parts and accessories in Europe. Founded in 2008 in Berlin, we are now 5,000 people from 68 nationalities, collaborating to make mobility easy and sustainable. By placing technology at the core of everything we do, we manage to serve customers in 27 European countries in 23 languages.
Curious minds, adventurous experts and tech-savvy professionals - one team, one billion euros revenue. Catch the ride!

Job Description

Responsibilities

• Implement the Reinforcement learning (RL) solutions and different non-AI approaches to production
• Create pipelines for deploying models
• Collaborate with developers who are responsible for displaying prices and with data analytics and data scientist who are coming up with models and algorithms.
• Create and maintain monitoring for models, business metrics, technical metrics, data science metrics
• Ensure stability of whole infrastructure of the team

Requirements

• Over 3 years of experience in MLOps, with experience do monitoring, CI\CD, and building a pipeline for output models to production.
• Experienced with solution infrastructure design 
• Familiar with the Data Science systems and workflow, esp. with all aspects around model operationalization
• Experienced with building CI/CD pipelines using Gitlab, Google Cloud
• Experienced in GCP, especially data pipeline components, CI/CD, k8s, and ML-relevant managed services
• Experiment with container technology and orchestration platforms using Kubernetes
• Skilled in Python
• Familiar with SQL (Clickhouse and MySQL)
• Workflow management platforms such as Airflow
• English B2

Nice to have

• Developing solutions using automation tools such as Terraform
• Experience with Vertex AI, Vertex Pipelines, etc.
• Stream processing platforms such as Apache Kafka
• Hadoop ecosystem, Apache Spark, or similar
• Proficiency with monitoring tools such as Grafana, Prometheus, EvidentlyAI

What do we offer?

• Competitive salaries based on your professional experience

• Fast growing international company with stable employment

• Annual vacation and 1 additional day off on your birthday

• Mental Wellbeing Program – the opportunity for free psychological counseling for you and your family members 24/7 hotline and online sessions

• Opportunities for advancement, further trainings (over 650 courses on soft and hard skills on our e-learning platform) and coaching

• Free English and German language classes - Flexible working hours and hybrid work

Join us today and let’s create a success story together!