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Software Engineer (Machine Learning)

warszawa

technologies-expected :

Python

technologies-optional :

SQL

about-project :

The MLOps team is a part of the Machine Learning Research lab and provides tools for optimizing, scaling, and deploying advanced machine learning models. We blend artificial intelligence, software engineering, and DevOps expertise to embrace the full potential of research engineers and data scientists from other teams. We orchestrate the entire machine learning lifecycle, from data preprocessing and annotation to model deployment, using the cutting-edge infrastructure of Google Cloud and Kubernetes. We're operating at a massive scale with several terabytes of data processed daily and thousands of predictions per second.

Your daily toolkit will consist of:

Python

Kotlin and Java

Docker and K8s

Google Cloud Platform (Cloud Composer, Dataflow, Vertex AI)

internal Allegro libraries and toolkits

responsibilities :

As a Machine Learning Engineer (Software Engineer - Machine Learning) you will support Research Engineers in building Machine Learning models and then deploy them on production, ensuring high availability and performance. Your work will be related to:

MLOps ecosystem development for ML models training and deployment automation

Gen AI enablement platform development

Model training pipelines development

Production-running models management, monitoring and tweaking

Internal feature-store development

Supporting product teams in ML-based microservices development

Internal data annotation platform development

requirements-expected :

We are looking for people who:

Know ML models lifecycle

Have a practical experience in ML-based solutions development

Are familiar with any cloud platform (preferably Google Cloud Platform)

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, during their entire lifecycle: from requirements engineering, through implementation to deployment and maintenance

Know English on at least B2 level

offered :

Support from experienced Machine Learning Engineers, Research Engineers, Data Engineers and Data Scientists

A hybrid work model that you will agree on with your leader and the team. We have well-located offices (with fully equipped kitchens and bicycle parking facilities) and excellent working tools (height-adjustable desks, interactive conference rooms)

Annual bonus up to 10% of the annual salary gross (depending on your annual assessment and the company's 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

16" or 14" MacBook Pro with M1 processor and, 32GB RAM or a corresponding Dell with Windows (if you don’t like Macs) and other gadgets that you may need

Working in a team you can always count on — we have on board top-class specialists and experts in their areas of expertise

A high degree of autonomy in terms of organizing your team’s work; we encourage you to develop continuously and try out new things

Hackathons, team tourism, training budget and an internal educational platform, MindUp (including training courses on work organization, means of communications, motivation to work and various technologies and subject-matter issues)

benefits :

sharing the costs of sports activities

private medical care

sharing the costs of foreign language classes

sharing the costs of professional training & courses

life insurance

flexible working time

integration events

no dress code

leisure zone

extra social benefits

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Email Alert for Software Engineer (Machine Learning) prace w warszawa

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