Artificial Intelligence Engineer

Montrose Software (Polska) Sp. z o.o.Kraków, Lesser Poland, Poland

7 days ago

Job description

technologies-expected :

Python
NumPy
Matplotlib
PyTorch
SQL
Jupyter

about-project :

You will be working with the Head of Data and AI office on R&D and Product initiatives on every stage of an AI and Data lifecycle within our Montrose Software AI and Data framework. With Empowered Product Team principles you will assist defining MVPs tailored to the needs of clients, understand the data intimately to tell the right data stories, developing proof of concepts in notebooks, and productionizing the MVPs with the MLOps mindset. Beneficial experience includes data engineering within cloud-native architectures for executing data, AI, and enterprise systems at scale. Prior experience with AI and Lakehouse platforms is also advantageous.

responsibilities :

Define and develop proof of concepts for Data and AI products and solutions

Conduct market and technology research; architect optimal solutions to address business challenges

Map AI / ML techniques to specific business problems

Forecast operational AI costs for solutions at scale

Support business intelligence reporting to guide Data solutions

Develop end-to-end data products and solutions with an MLOps mindset within Montrose Software’s Data and AI framework

Conduct product and feature discovery meetings with Clients aiming for a cost efficient solution addressing clients goals within their context like budgets, operations, talent pools, data wealth and structure.

requirements-expected :

3+ years of experience delivering end-to-end Data and AI solutions and products

Familiarity with machine learning mathematical toolboxes

Proficiency in Python, pandas, NumPy, Matplotlib, scikit-learn, Transformers, PyTorch

Experience with containerized, scalable, elastic deployments, microservice architecture (REST, gRPC)

Understanding of cloud-native architectures and operations

Proficiency with SQL and Jupyter notebooks

Exposure to LLMs and agentic architectures

Comfortable with data engineering

Understanding of data architectures : OLTP, OLAP, vector and graph databases, column-based file formats

Knowledge of DevOps and MLOps best practices

Innovative, curious, outcome-focused mindset

Collaborative mindset striving for win–win situations

Strong analytical and systems thinking

Very good spoken and written English

offered :

Premier equipment to work

Flexible working hours

Remote work possibility

Interesting, challenging and exciting work with international teams

English lessons with native speaker

Training Budget

Multisport card

Lunches from Kraków's restaurants that are delivered both to the office and homes( or a refund of the budget allocated for it)

Kitchen full of food, drinks, fruit, and snacks

Private medical insurance

Air-conditioning

No dress code

The chillout area incudes comfortable bean bags, therapy balls, PlayStation 4 or Nintendo Switch + games stretching area and pull-up bar

Team events

Shower

Indoor parking place for bicycles

benefits :

sharing the costs of sports activities

private medical care

sharing the costs of foreign language classes

sharing the costs of professional training & courses

remote work opportunities

flexible working time

fruits

integration events

corporate sports team

no dress code

video games at work

coffee / tea

drinks

parking space for employees

leisure zone

birthday celebration

employee referral program

charity initiatives

family picnics

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Artificial Intelligence Engineer • Kraków, Lesser Poland, Poland

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