Senior Data Scientist
Descripción del puesto:
Primary mission
As a Senior Data Scientist, you will interact with data scientists, data engineers and business experts to: gather requirements, transform them into projects, propose technologies and models, and develop production ready solutions in collaboration with the team.
Core activities
Technical and professional skills
- Understand project needs
- Conceptualize problems (technology and methods) and turn them into stages
- Design solutions and develop models
- Design creative features to improve models
- Deploy projects into real production environments
- Communicate results through easy-to-understand visualizations
- Propose new ideas based on business opportunities
- Help to grow the team with your technical and scientific knowledge
- Languages (required): Python (OOP) and SQL
- Languages (appreciated): Shell script (Unix-like OS)
- Advance python knowledge (required): Numpy, Pandas, Scipy, Scikit-learn, DL framework (preferably PyTorch or TensorFlow) and visualization (Matplotlib, Bokeh or Plotly)
- Advance python knowledge (appreciated): CPU and memory profiling, Multiprocessing, JobLib, Numba or JAX
- Systems knowledge (required): Git, SQL, NoSQL and Hadoop + Spark (PySpark)
- Systems knowledge (appreciated): cloud service (preferably Azure) and distributed systems and data processing (ETL)
Soft skills and competencies
- Continuous learner
- A technical & scientific reference for junior members of the team
- Ability to patiently explain concepts clearly
- Experience in Agile methodology and fast adaptation to changing requirements and strong problem-solving skills
- Ability to be creative and innovation-minded, self-motivated and proactive to work in a collaborative model, side by side with the business
- Fluency in English to work in a multi-cultural environment
Experience
- MS’s degree in Computer Science, Physics, Mathematics or related field
- 6+ years’ experience in Data Science
- 2+ years’ experience in Deep Learning
- As a bonus, open code repository, or StackOverflow / Reddit points
What we offer
- Office located in the city center, right in Plaza Catalunya
- Possibility of working in one of the top 10 IT hubs in BCN
- Possibility of improving your skills by working with some of the best IT professionals in BCN
- 23 days of holiday + your birthday
- Reduced working hours in August: 9-15h and every Friday of the year.
- Free water, fresh fruits, tea and coffee (Nespresso, what else?)
- Full medical insurance cover
- Ticket Restaurant for 170€ / month
- 500€ Wellbeing voucher
- Life and disability insurance
- Tax free benefit for transport and kindergarden.
- Language courses: English, German and Spanish
- Learning and Development opportunities
Conocimientos necesarios:
Environment Deep Learning German Bonus Soft Skills Data NoSQL Hadoop Development Data Science OOP Spanish Features Physics Tax Engineers Insurance Mathematics Computer Science Git Python SQL Design Science Business English