![DataFeedWatch by Cart](https://media.trabajo.org/img/noimg.jpg)
Machine Learning Architect
9 hours ago
We are a fast-growing tech startup with roots in Silicon Valley and offices in Krakow, Amsterdam, and Prague. As part of Cart.com, we are expanding our business and opportunities.
Our MissionWe enable 20,000 online shops across six continents to advertise and be successful on shopping channels like Google, Facebook, and Amazon through our Feed Marketing Solutions.
About the RoleWe are seeking an experienced AI/ML Engineer to join our dynamic Machine Learning team. As an essential member of our department, you will manage systems, services, MLOps, and production models for our core e-commerce products.
Responsibilities- Develop and implement machine learning applications aligned with specific business requirements.
- Implement LLM solutions on production using both open-source and proprietary models.
- Apply advanced ML and DL techniques to practical use cases.
- Design and develop robust machine learning systems.
- Build and maintain environments for deploying ML systems in GCP.
- Research and integrate appropriate ML algorithms and tools.
- Aggregate, process, and prepare data from diverse sources to create high-quality datasets.
- Test and evaluate AI and ML solutions for performance and reliability.
- Extend and enhance existing ML libraries and frameworks.
- Proficiency in SQL and NoSQL databases (e.g., PostgreSQL, MongoDB).
- Experience with Infrastructure as Code tools (e.g., Terraform).
- Familiarity with message-broker software (e.g., RabbitMQ, Celery).
- Expertise in web frameworks (e.g., Flask, FastAPI) and API development.
- Hands-on experience with distributed version control systems and CI/CD pipelines.
- Knowledge of containerization and shipping technologies (e.g., Docker).
- Google Cloud Platform knowledge: Compute Engine, SQL databases, Cloud Storage, VPC Networking and Network Services, Resource management and billing.
- Proven ability to deliver high-quality software solutions on time and within scope.
- Experience as a Machine Learning Engineer or similar role.
- Proficiency in writing robust Python code.
- Familiarity with machine learning frameworks (e.g., Keras, PyTorch), data-science libraries (e.g., pandas, scikit-learn), and solutions for integrating and serving LLMs.
- Hands-on experience with vector databases.
- Strong understanding of data structures, data modeling, and software architecture.
- Deep expertise in mathematics, probability, statistics, and algorithms.
- Excellent communication skills and ability to collaborate effectively within a team.
- Exceptional analytical and problem-solving skills.
- A degree in Computer Science, Mathematics, or a related field.
- Fluency in spoken and written Polish (minimum B2 level).
- Fluency in spoken and written English (minimum C1 level).
We offer a range of benefits, including:
- Sport subscription.
- Private healthcare.
- Education budget.
- Lunch Card & Unlimited snacks.
- Conferences, trainings, Occasional gifts, Integrations events and celebrations.
- Training budget.
- Lunch card.
- Library.
- Free parking.
- Dog-friendly office.
- Free coffee.
- Bike parking.
- Playroom.
With us, you'll have the opportunity to work with a talented team of nearly 90 people from 15 different nationalities, enjoying a perfect work-life balance. We look forward to welcoming you to our team.
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