Machine Learning Engineer: Recall Team (Remote)
Constructor
- Barcelona
- Permanente
- Tiempo completo
- Build and deploy robust ML systems for search (including vector search, result filtering, related searches, etc).
- Collaborate with technical and non-technical business partners to develop analytical dashboards that describe the impact of ML algorithms to stakeholders.
- Improve business KPIs by using new techniques/models and validating hypotheses.
- Help to make our system more transparent for our customers.
- You are proficient in NLP on high level, and have practical experience with modern architectures.
- You are familiar with classic NLP approaches
- You are excited about using ML to build a practical search system for 200M+ requests per day.
- You excel at Python, at least one ML/DL framework (we're using torch), have proficiency with any variant of SQL, and feel comfortable with the big data stack like Spark, Presto/Athena & Hive.
- You have delivered production ML systems and conducted A/B tests to validate their value.
- You are an excellent communicator with the ability to translate intuition into data-driven hypotheses that result in engineering solutions that bring significant business value
- You love to work on performance optimization such as increasing result quality and improving code performance
- Excellent NLP knowledge (especially transformer-based approaches)
- Comprehensive knowledge of classical machine learning
- Practical experience
- Extensive Python knowledge
- Proficiency with big data stack for end-to-end ML product development
- Nice to haves:
- Skills designing, conducting, and analyzing A/B tests
- Experience with Rust (or C/C++)
- Experience with a public cloud like AWS, Azure, or GCP
- Strong knowledge of data structures, algorithms and their trade-off
- Unlimited vacation time: we strongly encourage all of our employees take at least 3 weeks per year
- A competitive compensation package including stock options
- Company sponsored US health coverage (100% paid for employee)
- Fully remote team - choose where you live
- Work from home stipend! We want you to have the resources you need to set up your home office
- Apple laptops provided for new employees
- Training and development budget for every employee, refreshed each year
- Parental leave for qualified employees
- Work with smart people who will help you grow and make a meaningful impact