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Machine Learning Expert
Ciklum Western Europe
Place of work
Obchodná, Bratislava
Obchodná, Bratislava
Contract type
full-time
full-time
Wage (gross)
2 600 EUR/month
2 600 EUR/month
Information about the position
Job description, responsibilities and duties
What will be your task?
- You will work on the analysis and processing of data collected from the IoT devices.
- The main task is to model user behavior using Machine Learning algorithms.
- The final purpose of Machine Learning models is to provide feedback to the user.
- General technologies: Python, numpy, pandas, scipy, scikit-learn, Keras/Tensorflow, matplotlib packages and unit-testing, Git and make utility is advantageous.
- Agile Scrum development
- Regular CodeReview process
- Team: 3 teams on the project: Data science, Firmware and App development team
3 developers in Data science team + 1 Scrum Master + Product Owner on the customer side
What we need from you:
- Ability to write clean, concise and modular code in Python
- Experience with numpy, pandas, scipy, scikit-learn, Keras/Tensorflow, matplotlib packages
- Experience with unit-testing, Git and make utility is advantageous
- Understanding of core Computers Science concepts such as data structures and algorithms
- Solid knowledge of basics in mathematical analysis and numerical mathematics (function and it’s derivatives, optimization,...)
- Good knowledge of Signal Preprocessing techniques (resampling, filtering, outliers detection, normalization, standardization...)
- Experience with Standard Regression, Machine Learning and Deep Learning algorithms and modeling
- Capability and willingness to work with Scrum
- English – there will be daily communication with our international clients
- Sharing experience and mentoring junior colleagues
- Ability and willingness to learn new things and improve your skills
- Readiness to travel (once per three months)
- Speak on ML events and discuss ML solution with potential clients is an advantage
- You will work on the analysis and processing of data collected from the IoT devices.
- The main task is to model user behavior using Machine Learning algorithms.
- The final purpose of Machine Learning models is to provide feedback to the user.
- General technologies: Python, numpy, pandas, scipy, scikit-learn, Keras/Tensorflow, matplotlib packages and unit-testing, Git and make utility is advantageous.
- Agile Scrum development
- Regular CodeReview process
- Team: 3 teams on the project: Data science, Firmware and App development team
3 developers in Data science team + 1 Scrum Master + Product Owner on the customer side
What we need from you:
- Ability to write clean, concise and modular code in Python
- Experience with numpy, pandas, scipy, scikit-learn, Keras/Tensorflow, matplotlib packages
- Experience with unit-testing, Git and make utility is advantageous
- Understanding of core Computers Science concepts such as data structures and algorithms
- Solid knowledge of basics in mathematical analysis and numerical mathematics (function and it’s derivatives, optimization,...)
- Good knowledge of Signal Preprocessing techniques (resampling, filtering, outliers detection, normalization, standardization...)
- Experience with Standard Regression, Machine Learning and Deep Learning algorithms and modeling
- Capability and willingness to work with Scrum
- English – there will be daily communication with our international clients
- Sharing experience and mentoring junior colleagues
- Ability and willingness to learn new things and improve your skills
- Readiness to travel (once per three months)
- Speak on ML events and discuss ML solution with potential clients is an advantage
Employee perks, benefits
What can you expect?
- Professional and personal growth
- Conferences, CN library
- Internal knowledge-sharing activities organized in working time
- Passionate colleagues who will support you in your growth
- Regular salary and performance reviews
- Employment for an indefinite period
- Offices in the city center
- Opportunity to travel
- Friendly team, open-door policy, informal company culture
- Professional and personal growth
- Conferences, CN library
- Internal knowledge-sharing activities organized in working time
- Passionate colleagues who will support you in your growth
- Regular salary and performance reviews
- Employment for an indefinite period
- Offices in the city center
- Opportunity to travel
- Friendly team, open-door policy, informal company culture
Requirements for the employee
Candidates with education suit the position
University education (Master's degree)
Language skills
English - Upper intermediate (B2)
Advertiser
Brief description of the company
Ciklum Western Europe (formerly known as CN Group) is a leader in nearshore agile software development, providing its services in key sectors such as finance, transport, logistics, publishing, telecoms, e-commerce, embedded, healthcare, and QA/testing.
We specialize in product engineering and digital services that leverage emerging technologies for both Fortune 500 companies and fast-growing organizations.
If you are looking for exciting job opportunities in a company that is a leader in innovations and technology, check out the open positions at Ciklum Western Europe at https://jobs.ciklum.com/
We specialize in product engineering and digital services that leverage emerging technologies for both Fortune 500 companies and fast-growing organizations.
If you are looking for exciting job opportunities in a company that is a leader in innovations and technology, check out the open positions at Ciklum Western Europe at https://jobs.ciklum.com/
Number of employees
250-499 employees
ID: 3952111
Dátum zverejnenia: 14.8.2020
2020-08-14
lokalita: Bratislava Pozícia: Database Analyst, Programmer, Python Programmer, Software Engineer Spoločnosť: Ciklum Western Europe
Základná zložka mzdy (brutto): 2 600 EUR/month