Data Science Career Path

Junior Data Scientist

Salary Range:

8 000

-

14 000

PLN

+ Top Performers Bonus

+ Bonuses

Salary Range:

1700

-

2900

EUR

+ Top Performers Bonus

+ Bonuses

See how we calculate salaries.

Estimated Duration: 2 years

Data processing languages (e.g. Scala, Python, SQL, R)

Data Science packages (e.g. Pandas, sklearn)

Statistical methods

ML algorithms (forecasting, classification, unsupervised, assessment measures, selection of models for a business problem, boosting, random forest)

Language processing (NLP), image processing, forecasting

Requirements:

Solid basics in math, algorithms and one programming language
Occasional need for support in delivering technical tasks
Perspective to become a self driven specialist in no more than two years
Effectively looking up information to solve problems
Basic SQL scripts
Accepting tasks from data science manager such as ‘clean’, 'preprocess' or 'compare' data
Ability to create new features from existing data
Ability to create visualizations for model accuracy

‍

Nice-to-have:

Certificates such as Azure AI Fundamentals (AI-900)
Basic knowledge of cloud services (Azure, AWS, GCP)

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Data Scientist

Salary Range:

11 000

-

19 000

PLN

+ Top Performers Bonus

+ Bonuses

Salary Range:

2300

-

4000

EUR

+ Top Performers Bonus

+ Bonuses

See how we calculate salaries.

Estimated Duration: 3 years

Data processing languages (e.g. Scala, Python, SQL, R)

Data Science packages (e.g. Pandas, sklearn)

Statistical methods

ML algorithms (forecasting, classification, unsupervised, assessment measures, selection of models for a business problem, boosting, random forest)

Language processing (NLP), image processing, forecasting

Data cloud services for Data Science

Model deployment and production

Deep learning (reinforcement learning)

Requirements:

Knowledge and adherence to coding and exploratory tasks
Ability to conduct statistical reasoning (populations comparison for mean/std/frequency)
Ability to solve problems individually
Readiness to propose solutions for averagely complicated tasks
Advanced knowledge of at least one language (Python, R)
Knowledge of algorithms (forecasting, classification, unsupervised, assessment measures, selection of models for a business problem, boosting, random forest) and ability to choose proper one for specific problems
Understanding of data architecture and its implications
Knowledge of data science packages (i.e Pandas)

‍

Nice-to-have:

Experience with one of data cloud solution
Ability do deploy models in docker
Certificates such as AWS Certified Machine Learning - Specialty, Azure Data Scientist Associate (DP-100), Azure AI Engineer Associate (AI-102)

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Senior Data Scientist

Salary Range:

19 000

-

29 000

PLN

+ Top Performers Bonus

+ Bonuses

Salary Range:

4000

-

6100

EUR

+ Top Performers Bonus

+ Bonuses

See how we calculate salaries.

Estimated Duration: 3 years

Data processing languages (e.g. Scala, Python, SQL, R)

Data Science packages (e.g. Pandas, sklearn)

Statistical methods

ML algorithms (forecasting, classification, unsupervised, assessment measures, selection of models for a business problem, boosting, random forest)

Language processing (NLP), image processing, forecasting

Data cloud services for Data Science

Model deployment and production

Deep learning (reinforcement learning)

Requirements:

Expert knowledge in at least one field: NLP, image processing, deep learning, reinforcement learning, SparkML
Readiness to take responsibility for bigger chunks of large-scale projects or full responsibility over small projects
Willingness to help less experienced colleagues
Maturity and openness to different perspectives
Ability to verify candidates in the hiring process
Gather requirements from stakeholders, what is the problem, and why is data science a possible solution?
Work with product managers, other stakeholders, and develop your own tasks, roadmap, and process
Obtain data from APIs/SQL, preprocess data, feature engineer, model comparison, deploy model

‍

Nice-to-have:

Experience with cloud solutions
Experience in MLOps
Certificates such as AWS Certified Machine Learning - Specialty, Azure Data Scientist Associate (DP-100), Azure AI Engineer Associate (AI-102)

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Expert Data Scientist

Salary Range:

25 000

-

35 000

PLN

+ Top Performers Bonus

+ Bonuses

Salary Range:

5300

-

7400

EUR

+ Top Performers Bonus

+ Bonuses

See how we calculate salaries.

Estimated Duration:

Data processing languages (e.g. Scala, Python, SQL, R)

Data Science packages (e.g. Pandas, sklearn)

Statistical methods

ML algorithms (forecasting, classification, unsupervised, assessment measures, selection of models for a business problem, boosting, random forest)

Language processing (NLP), image processing, forecasting

Data cloud services for Data Science

Model deployment and production

Deep learning (reinforcement learning)

Requirements:

Experience defining and executing rules governing the project
Readiness to take full technical responsibility for the project
Ability to coach and mentor people
Ability to represent ITMAGINATION in discussions with client representatives
Structuring the technology recruitment verification process
Understanding of at least one extra technical competence
Ability to compare different data tools available on the market for dedicated solution (performance, cost etc.)

‍

Nice-to-have:

Pre-sales and Team-Lead experience
Experience with cloud solutions for Big Data and Data Science
Certificates such as AWS Certified Machine Learning - Specialty, Azure Data Scientist Associate (DP-100), Azure AI Engineer Associate (AI-102)

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Data Science

Check out our career path and how your journey at ITMAGINATION will look like below!

Junior Data Scientist

Salary Range:

8 000

-

14 000

PLN

Salary Range:

1700

-

2900

EUR

Estimated Duration: 2 years

Data Scientist

Salary Range:

11 000

-

19 000

PLN

Salary Range:

2300

-

4000

EUR

Estimated Duration: 3 years

Senior Data Scientist

Salary Range:

19 000

-

29 000

PLN

Salary Range:

4000

-

6100

EUR

Estimated Duration: 3 years

Expert Data Scientist

Salary Range:

25 000

-

35 000

PLN

Salary Range:

5300

-

7400

EUR

Estimated Duration:

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Assessments & Pay Scales

We're constantly and regularly evaluating our processes and each of our team members to make sure they're fairly remunerated. Check out the core elements of our evaluation process below.

Level Of Experience & Merit

Contributions To The Team & Organization

English & Other Relevant Languages Proficiency

Versatility & Additional Knowledge

Long Term Collaborative Approach To Work

Flexibility & Oppenness To New Experiences