Machine Learning Engineer, Adevinta
2-5 days a week in office
Digital marketplace specialist & family of local digital brands
Job no longer available
Digital marketplace specialist & family of local digital brands
1001+ employees
Job no longer available
2-5 days a week in office
1001+ employees
Company mission
To create perfect matches that help everyone and everything find a new purpose through technology, talent and trusted brands.
Role
Who you are
- 3+ years of experience as a ML engineer or Data Scientist, with a strong focus on LLM
- Advanced proficiency in Python, including experience with PyTorch or TensorFlow
- Expertise in designing, training, and deploying complex ML models, particularly in multimodal learning environments
- Strong background in statistical analysis and experimental design
- Proficiency in data manipulation and analysis using SQL, Spark, and pandas
- Experience with cloud-based ML infrastructure (e.g. AWS)
- Familiarity with containerization and orchestration tools (Docker, Kubernetes)
- Solid understanding of MLOps principles and experience with CI/CD for ML workflows
- Programming Languages: Python (advanced), SQL
- ML Frameworks: PyTorch or TensorFlow, Hugging Face Transformers
- Data Processing: Spark, pandas, NumPy
- MLOps Tools: MLflow, Kubeflow, or equivalent
- Visualization: Matplotlib, Seaborn, Plotly
- Version Control: Git, DVC
- Cloud Platforms: AWS
- Containerization: Docker, Kubernetes
Desirable
- Proficiency with TensorBoard for model performance visualization and debugging
- Experience with LLM tracking tools such as MLflow, LangFuse, LangSmith
- Familiarity with LangChain or similar frameworks for building LLM-powered applications
- Experience with distributed training techniques for large-scale models
- Knowledge of model quantization and optimization techniques for efficient inference
- Contributions to open-source ML projects or research publications in relevant fields
What the job involves
- We're seeking an intermediate/experienced Data Scientist/ML Engineer to join our innovative team
- You'll apply advanced machine learning techniques, statistical modeling, and GenAI-based solutions to develop groundbreaking solutions for our business challenges
- You’ll play a crucial role in the design and architecture efforts to ensure successful project completion. You’ll maintain and improve the quality of our codebase
- Design, implement, test, and deploy end-to-end Machine Learning models or GenAI-based (LLM) solutions to categorize and answer users questions
- Advance our ML practices by exploring novel architectures, implementing transfer learning techniques, and optimizing model performance
- Contribute to and use robust MLOps practices, including model versioning, experiment tracking, and automated deployment pipelines with the engineers
- Set and use observability systems for LLMs, including performance monitoring, bias detection, and drift analysis with the team
- Conduct rigorous A/B testing and statistical analysis to validate model improvements with the product
- Build data pipelines and feature engineering processes to enhance model efficiency and accuracy, partnering with our machine learning engineer
- Attend international conferences on the domain and bring back that knowledge to the company
- Write documentation and publication (paper, speech, blog post) about our work
Our take
Adevinta Spain is part of the global Adevinta family, which is publicly listed in its native Norway. The company as a whole is one of the world’s largest classified marketplace companies, boasting a portfolio of around 50 brands in over a dozen countries, and employing close to 10,000 people.
The Spanish arm owns a number of the country's top digital classifieds marketplaces including Fotocasa, InfoJobs, and Milanuncios. At a time when larger companies are acquiring scores of eCommerce startups – a concept dubbed “eCommerce rollups” – it’s really interesting that Adevinta seems to have made quite the head start.
Indeed the fact that Adevinta isn’t going after D2C brands, but the marketplaces themselves, is clever. Considering that well over $2 trillion is spent annually on online marketplaces, Adevinta Spain (as well as Adevinta as a whole) is operating from a position of strength in an extremely lucrative market, especially since a buyout by Blackstone and Permira in November 2023 was initiated. This will further bolster Adevinta's position as a market leader under strong new ownerhsip.
Freddie
Company Specialist at Welcome to the Jungle
Insights
-1% employee growth in 12 months
Company
Company benefits
- Our work model prioritises remote work combined with face-to-face dynamics in the office that help us connect and make strategic decisions as a team. There are a minimum of 5 face-to-face days per quarter that you will pick with your team, that is, a minimum of 20 days a year, of which there are 8 days that we have chosen for everyone because they are meetings that reinforce our culture as a company (development conversations with managers, the creation of objectives or the summer celebration and Christmas party).
- Furthermore, you have the option of working up to four weeks a year from wherever you'd like. To do this, you must have a good internet connection and be able to follow the team's schedules.
- Every year we engage into benchmarking against the external market in order to create competitive compensation packages. Moreover, we do have plans that allow you to "flex your gross salary" in order to purchase benefits such as meal vouchers, commuters card, training and child care.
- We have Apple, Dell and Samsung options to choose the hardware that helps you most in your daily life. Choose between a Macbook Pro or Dell XPS laptop and an iPhone XR or Samsung S9 phone.
- Do you travel by car or motorcycle? We subsidize part of the parking cost.
- Your well-being is our priority. We cover fully for your medical insurance and we allow family members to be added to the policy for a discounted price.
- At the Barcelona office, you can enjoy sessions of 1 hour of physiotherapy.
- Do you like going to the gym? We sponsor 70% of the monthly fee of your chosen centre/ studio and we have agreements with both Andjoy and McFit for discounted membership prices.
- We enjoy 23 days of paid-time-off a year.
- We offer free breakfast and drinks at our Barcelona office every day of the week. You can also choose to enjoy the freshmade set daily menu in our canteen for an economical price. In Madrid on Tuesdays, Wednesdays and Thursdays you can enjoy free breakfast.
Company HQ
Barcelona, Spain
Leadership
Antoine Jouteau
(CEO)Previosuly Senior Advisor at FAMAE Impact, Investor at Voie 21, CEO at Leboncoin and Member of the Advisory Board at Orchestra-Prémaman.
Salary benchmarks
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