Machine Learning Engineer

Njuškalo

Zagreb
Stalni radni odnos
Puno radno vrijeme

Prije 13 dana
Jednostavna prijava

Njuškalo is the largest Croatian marketplace with more than 1.5 million active users. We provide our users a simple and intuitive platform for online trading, and our employees with a pleasant business environment, an inexhaustible source of knowledge and the opportunity for growth and development. Our platform uses modern technology for better understanding and recognizing users needs and helps us in creation of new features, services and better UX.Are you passionate about data and get a kick out of trying out new machine learning tricks? Our Data Science team is searching for a Machine Learning Engineer with proven engineering skills.As a valued member, you'll collaborate within a compact, self-sufficient team dedicated to crafting end-to-end ML solutions aimed at enhancing user experiences.Who are we looking for?As a ML Engineer you will design and implement services based on machine learning and deploy them to production. Through collaboration with other teams you will discover new opportunities for ML applications in internal processes or as features for our end-users. You will advise us on data acquisition and provide business insights based on existing data.Key Responsibilities:

Utilizing huge amounts of both structured and unstructured (image and text) data
Building tangible machine learning models to ensure the best possible user experience on marketplace platforms
Making models usable by serving them in a cloud production environment at scale
Iteratively improving and maintaining predictive models
Researching, experimenting and implementing latest state-of-the-art industry models
Communication with other teams and vendors in creating new products

Tech stack in Data Science team:

Python
PyTorch
MLflow
FastAPI
PostgreSQL
Elasticsearch, Kibana
Docker, docker-compose
Airflow
Gitlab CI/CD
Linux
AWS
Terraform
Sentry

What do we expect from you?

2+ years of machine learning engineering experience
Experience with deep learning models for computer vision and/or NLP
Background in machine learning frameworks (PyTorch, TensorFlow, Keras)
Knowledge of SQL for writing efficient queries
Experienced in building and testing microservices
Strong communication and problem solving skills
Basic knowledge in operating Linux-based systems and/or Docker
Basic understanding of cloud technologies (AWS)

Why you’ll love it here:

Opportunity to work in positive surroundings of our development teams
Hybrid work possibilities after onboarding period
Co-financed Multisport card
Annual medical check-ups
Benefits for parents (financial support after your baby is born, 2-months off for fathers in the first year of parenthood, 4-hour work day for mothers in the first month after parental leave)
Day off for your birthday and every other important life event
Equipment suitable for all your needs
Dog-friendly offices for your furry friends

Njuškalo