Machine Learning Engineer (DS Team), Barcelona

Machine Learning Engineer (DS Team) en Barcelona.
Job Description
Hi there!
We are Semrush a global IT company developing our own product a platform for digital marketers. New stars are born here so don t miss your chance.
This is our Machine Learning Engineer role for those who want to turn ideas into reality using code algorithms and maybe a bit of magic.
Tasks in the role
- Full project development cycle From problem statement and research to experiments model deployment and monitoring
- Development of classification/ranking/regression/clustering models
- Working with LLM Embeddings prompt engineering model fine-tuning
- Supporting the infrastructure for conducting experiments storing results retraining models quality monitoring and alerting
- Working with data providers APIs
- Code review
Requirements
Who we are looking for
- 3+ years of experience as a DS/MLOps/MLE
- Strong understanding of the principles of machine learning algorithms probability theory statistics linear algebra
- High proficiency in Python and ML stack
- Experience with Docker and k8s manifests
- Knowledge of SQL
They say there are no perfect candidates but that might well be you if
- You have experience with LLM
- Experience with NLP
- Experience with DVC
- Experience with GitLab CI
- Experience with GCP and Vertex AI
- Experience in developing ETL processes with Airflow
- Experience in deploying ML systems with batch/real-time processing and monitoring (Grafana Prometheus Alertmanager)
- Reproducible research
- You share our common values Trust because we prefer to speak up and be our true selves Sense of Ownership because it s not worth wasting time on something you don t believe in and enthusiasm for Constant Changes because we are always looking to make things better.
A bit about the team
We are a data science team responsible for supporting teams working in the SEO domain. We create internal services using machine learning based on which other teams implement new products. Our team includes a Product Owner a Technical Owner three Data Scientists and two MLOps Engineers. The workload is increasing so we are looking for a Machine Learning Engineer.
Our stack
- Google Cloud Platform
- Data Storage ClickHouse CloudSQL
- Language Python
- Tools Airflow k8s Docker DVC FastAPI Catboost Pandas
- LLM APIs OpenAI Google Anthropic
We will try to create all the right conditions for you to work and rest comfortably
- It s up to you to decide what work format works best for you. You can #wfo #wfh or mix both
- Flexible working day start
- Unlimited PTO
- Hobby benefit
- Breakfast snacks and coffee at the office
- Corporate events
- Training courses conferences
- Gifts for employees
Finally a little more about our company
We ve been developing our product for 15 years and have been awarded G2s Top 100 Software Products Global and US Search Awards 2021 Great Place to Work Certification Deloitte Technology Fast 500 and many more. In March 2021 Semrush went public and started trading on the NYSE with the SEMR ticker.
10 000 000+ users in America Europe Asia and Australia have already tried Semrush and over 1 000 people around the world are working on its development. The Semrush team is constantly growing.
Python, SQL, Machine Learning, MLOps,
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Fecha de publicación: 18/07/2024