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Data Scientist
Piano Software, s. r. o.
Place of work
Štefánikova 14, Bratislava
Štefánikova 14, Bratislava
Contract type
full-time, trade licence
full-time, trade licence
Start date
ASAP
ASAP
Wage (gross)
2 000 EUR/month€2000+ based on skills and experience
2 000 EUR/month€2000+ based on skills and experience
Information about the position
Job description, responsibilities and duties
If you have a passion for finding insights out of large data sets and using machine learning to make those insights actionable, this is the job for you. Data Scientist will be responsible for ensuring that the data science solutions are robust and continuously optimized and that we can leverage the complete Piano Infrastructure to deliver those solutions.
Piano has billions of behavioral data records from several hundreds of media sites, hundreds of thousands of subscription and payment records, and a growing set of other data at our disposal. Our customers are some of the largest international media brands and are seeking ways to better engage their audiences in order to grow their digital businesses.
Responsibilities:
Piano has billions of behavioral data records from several hundreds of media sites, hundreds of thousands of subscription and payment records, and a growing set of other data at our disposal. Our customers are some of the largest international media brands and are seeking ways to better engage their audiences in order to grow their digital businesses.
Responsibilities:
- Design and deliver prediction models based on a wide variety of machine learning approaches, applied in different areas like propensity models, NLP models, etc.
- Build robust data science solutions from the ground up, including data exploration, feature generation, model construction, model optimization, and deployment to production
- Analyze the performance of implemented machine learning models to measure and improve the training data quality, model performance and prediction quality
- Keep up to date with recent developments in different fields of data science, MLOps and in academic research, with the goal of evaluating the impact new approaches can have on Piano’s data science solutions
- Design and implement new techniques and technologies in a production environment
Employee perks, benefits
- International team based in Bratislava, London, Philadelphia, New York, Izhevsk, Kazan and Amsterdam
- Laptop
- Multisport card
- Language courses
- Paid Sick days
- Fruit days and amazing coffee
- Grill parties on company terrace, monthly events
- Easy going and friendly work environment
- Relaxed dress code
- Fun colleagues from all over the world
- Interesting job with opportunity to work with world class news and media companies
- Referral bonus
Requirements for the employee
Candidates with education suit the position
University education (Bachelor's degree)
University education (Master's degree)
Postgraduate (Doctorate)
University education (Master's degree)
Postgraduate (Doctorate)
Educational Specialization
Degree in information technology, mathematics, statistics, econometrics, social sciences, or equivalent
Language skills
English - Upper intermediate (B2)
Driving licence
B
Personality requirements and skills
- M.Sc., Ph.D. or a similar degree in Computer Science, Mathematics or other relevant field
- Broad understanding of fundamentals in machine learning and statistics is required (relevant work experience may compensate for lack of formal education)
- Hands-on experience with designing and implementing machine learning models
- Good programming skills (Python)
- Experience with applying machine learning to solve business problems
- Strong problem solving skills. Curiosity and practical orientation. Proven ability to understand state of the art techniques and emerging technologies and tools
- Software engineering experience covering software engineering best practices (code quality, repo hygiene, code reviews, design documentation, continuous integration) is a plus
- Mastery of frameworks such as Scikit-Learn, Spark, Keras, TensorFlow, Mesos or similar is a plus
- Good collaboration skills, ability to work with developers and customers and everything in between in a global organization
- Fluency in English
Advertiser
Brief description of the company
Piano is a fast-growing enterprise SaaS company with operations in Philadelphia, New York City, Buenos Aires, Amsterdam, London, Oslo, Paris, Berlin, Singapore, Tokyo, and elsewhere globally. We provide enterprise software and strategic services to the world’s leading media companies, including NBC Universal, the Economist, Dow Jones, BBC, Techcrunch, Bloomberg, Le Parisien, Gannett, Mainichi Shimbun, and more than 400 other clients. The company is now at an inflection point as it aggressively moves into other industries outside of media. Our software and services enable these companies to create customized digital experiences for users, restrict and sell access to content online, and analyze user behavior in order to drive engagement, loyalty, and revenue.
Number of employees
250-499 employees
Contact
ID: 3309421
Posting date: 5.8.2021
2021-08-05
location: Bratislava Position: IT Analyst, Marketing Analyst, Research Worker, Scientific Worker Company: Piano Software, s. r. o.
Basic salary component (gross): 2 000 EUR/month