Machine Learning Engineer
Python
Machine Learning Engineer
Sotrender
Warszawa
Type of work
Undetermined
Experience
Mid
Employment Type
Permanent
Operating mode
Office
Tech stack
Python
Databases
GCP
REST API
Deep Learning
Machine Learning
Spark
NLP
social media API
Job description
We were awarded a grant from The National Centre for Research and Development (pl. Narodowe Centrum Badań i Rozwoju (NCBiR)) for creating advanced AI algorithms. Those algorithms will help Sotrender application users, mainly employees of digital marketing agencies and e-commerce, in social media communication and content creation. This will serve as an upgrade to the tips solution we implemented in Sotrender some time ago. The new solution will comprise of natural language processing, image recognition, as well as a forecasting mechanism.
Currently, are recruiting for a new person to join our R&D Team (aka Rocket Science Team).
Responsibilities:
Responsibilities:
- Data gathering, exploration and cleaning, including exploratory analysis reports.
- Dataset creation for machine learning purposes.
- Full-cycle machine learning models development: feature and architecture engineering, model training, validation and deployment, and model result reporting.
- Preparing models for various stages of big data analytics pipeline.
- Model-based reporting.
- Cooperation with analytics and data engineering team in our product development.
Our requirements: what we expect from you?
- Higher education (ideally engineering degree)
- Python programming 4/5
- Data Science in Python 3/5
- Databases 3/5
- Machine Learning 2/5
- Cloud platform services (ideally GCP) 3/5
- REST API 3/5
- Deep Learning (PyTorch or TensorFlow) 3/5
- Container-based system 3/5
- Team work 4/5
- Pragmatic problem solver 4/5
You’ll get additional points for:
- Big Data tech (Spark, Hive, Presto or similar) 3/5
- NoSQL databases 3/5
- Social media API usage 2/5
- Natural Language Processing 3/5
- Computer vision 3/5
- End2end machine learning model development (ideally GCP) 2/5
You are a good fit if you previously worked as:
- Machine Learning Engineer
- Software Engineer
Possible further career steps
- Senior Data Scientist
- Senior Machine Learning Engineer
Our stack:
- Python (3.4+)
- Python analytical stack (NumPy, Pandas, Scikit-learn etc.)
- Deep Learning (PyTorch and/or TensorFlow)
- Cloud computing usage experience (AWS or GCP)
- NoSQL databases (HBase, MongoDB, DynamoDB etc.)
- Big Data technologies (Hive, Spark, Presto, Parquet etc.)
- Git workflow
- Container-based systems (Docker, Kubernetes etc.)
We guarantee:
- Ambitious assignments (FYI: we build a spaceship)
- Opportunity to use the newest technologies (e.g. Kubernetes, Serverless)
- Laptop/desktop with two 24” monitors (any other needs? please let us know!)
- Agile software development approach (Scrum, the real one)
- Some flexibility in working hours, incl. remote work possibility
- Stable employment based on employment contract
- Good location: the office in a villa with a garden (yes, we have a barbecue and we use it), walking distance to Metro Służew station
- Co-financed private medical care & Multisport card (to keep you healthy and fit)
- Individual budget for training, conferences and courses (2000 PLN net per employee annually)
- Tech talks on Fridays, mentoring (if needed) and professional feedback (always)
- Some small pleasures (fresh fruits twice a week, free half a day on your birthday and at Christmas Eve & New Year's Eve)
- Fully equipped kitchen with user-friendly coffee machine and good coffee