Machine Learning Engineer Ads Machine Learning Team
Machine Learning Engineer Ads Machine Learning Team
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Job Description
We are looking for an experienced Machine Learning Engineer to join the Allegro Ads team working on Machine Learning projects for the Allegro advertising system. The ideal candidate should possess a wide engineering knowledge (from data/feature engineering through online model serving to deployment and monitoring methods) as well as a strong competency in using Machine Learning algorithms. As a Machine Learning Engineer you will support Data Scientists in developing Machine Learning models and ensure seamless deployment of models to production maintaining high availability and performance.
Technologies youll encounter on the job are (among others): Python GCP (Big Query Composer Vertex AI Dataproc Looker Studio) PySpark Pandas PyTorch/TensorFlow.
What will your work consist of
Designing developing optimizing and maintenance of data and Machine Learning training pipelines
Collaborating with our Data Scientists as well as with Software Engineers Product and Data teams across the model lifecycle
Productionrunning model management monitoring and tuning
We are looking for people who:
Have a bachelor or masters in machine learning mathematics computer science statistics or related fields
Have proficiency in Python
Know ML models lifecycle
Have a practical experience in MLbased solutions development
Have a knowledge of ML algorithms and common libraries used to deal with models
Have prior experience in running largescale computation on cloud platform (GCP AWS or Azure)
Have a practical experience in Python microservices and libraries development as well as maintenance
Can independently make decisions within a designated scope and take full responsibility for tasks taken throughout their entire lifecycle: from engineering requirements and implementation to deployment and maintenance
Have an advanced knowledge of SQL
Know English at a minimum level of B2
What we offer:
High impact and opportunity to design the ML backbone of largest eCommerce platform in Poland and one of largest in Europe
Development opportunities in designing cutting edge solutions at scale that bring real value to customers
Possibility to implement ML solutions which are unique on the market
Support of experienced Machine Learning Engineers Research Engineers Data Engineers and Data Scientists there is always someone to exchange ideas with because we have the best specialists and experts in their field on board
A hybrid work model that you will agree on with your leader and the team. We have welllocated offices (with fully equipped kitchens and bicycle parking facilities) and excellent working tools (heightadjustable desks interactive conference rooms)
Annual bonus up to 10% of the annual salary gross (depending on your annual assessment and the companys results)
A wide selection of fringe benefits in a cafeteria plan you choose what you like (e.g. medical sports or lunch packages insurance purchase vouchers)
English classes that we pay for related to the specific nature of your job
A 16 or 14 MacBook Pro or corresponding Dell with Windows (if you dont like Macs) and all other gadgets that you should need
A high degree of autonomy in terms of organizing your teams work; we encourage you to develop continuously and try out new things
Hackathons team tourism development days training budget and an internal educational platform MindUp (including training courses on work organization means of communications motivation to work and various technologies and subjectmatter issues)
Send in your CV and see why it is #goodtobehere!
Remote Work :
No
Employment Type :
Fulltime
Employment Type
Full-time
