Signal Processing & Data Analysis Specialist (f/m/x)

Sii Poland

Katowice

On-site

PLN 240,000 - 360,000

Full time

4 days ago
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Benefits offered by this job

Great Place to Work
Solid financial situation
Centre of internal trainings
Many experts you can learn from
Profit sharing
Medical care

Job summary

Sii Poland is seeking a Signal Processing & Data Analysis Specialist to join our Data Science team. You will guide validation of signal-processing algorithms and help ensure consistent outputs across migrations and engineering efforts.

You will analyze large CSV datasets, define tolerance criteria, and document validation logic to support knowledge transfer and cross-functional collaboration. A PhD and strong English are preferred; residency in Poland is required.

Qualifications

  • 5+ years in algorithm or software validation
  • Experience creating data comparison or reconciliation workflows
  • Experience with large CSV datasets
  • Strong communication with stakeholders

Responsibilities

  • Provide technical guidance on signal processing to migration, engineering, and clinical teams, ensuring a shared understanding of algorithm behavior and expected output characteristics
  • Analyze datasets to identify deviations, edge cases, and anomalies, applying appropriate statistical methods to assess the significance of discrepancies
  • Deconstruct the logic of existing signal processing algorithms and produce clear, well-structured documentation to support validation efforts and enable knowledge transfer across teams
  • Contribute to the design of validation frameworks and test cases, including defining tolerance thresholds and acceptance criteria for comparing algorithm outputs across environments
  • Develop and execute CSV-based comparison workflows to verify the consistency of algorithmic output, identifying and quantifying discrepancies
  • Collaborate with data migration specialists and engineers to resolve data-integrity issues, ensuring all deviations are properly quantified, documented, and traceable

Skills

Algorithm validation
Data analysis
CSV workflows
Python programming
Communication

Education

PhD in Electrical Engineering, Applied Mathematics, Physics, Data Science, or related field

Tools

Python
SciPy
NumPy
pandas

Job description

We are looking for a Signal Processing & Data Analysis Specialist to join our Data Science team. In this role, you will provide technical guidance to migration, engineering, and clinical teams, ensuring a shared understanding of algorithm behavior and expected output characteristics. If you are passionate about applying your expertise in data science to validate algorithms and support system transitions, this opportunity may be the right fit for you.

Your tasks
  • Providing technical guidance on signal processing to migration, engineering, and clinical teams, ensuring a shared understanding of algorithm behavior and expected output characteristics
  • Analyzing datasets to identify deviations, edge cases, and anomalies, applying appropriate statistical methods to assess the significance of discrepancies
  • Deconstructing the logic of existing signal processing algorithms and producing clear, well-structured documentation to support validation efforts and enable knowledge transfer across teams
  • Contributing to the design of validation frameworks and test cases, including defining tolerance thresholds and acceptance criteria for comparing algorithm outputs across environments
  • Developing and executing CSV-based comparison workflows to verify the consistency of algorithmic output, identifying and quantifying discrepancies
  • Collaborating with data migration specialists and engineers to resolve data-integrity issues, ensuring all deviations are properly quantified, documented, and traceable
Requirements
  • Minimum 5 years of experience with algorithm or software validation, developing data comparison or reconciliation workflows using large tabular or CSV datasets
  • PhD in Electrical Engineering, Applied Mathematics, Physics, Data Science, or a related quantitative field
  • Solid understanding of digital signal processing and time-series analysis
  • Proficiency in Python, including familiarity with libraries like SciPy, NumPy, or pandas
  • Ability to communicate complex technical concepts to stakeholders outside your specialty
  • Advanced level of English and residency in Poland
Nice to have
  • Familiarity with database migrations or platform equivalency testing
  • Experience with high-frequency sensor data

Job no. JOB-X6HBA

Sii ensures that all hiring decisions are made solely on the basis of qualifications and competence. We are committed to equal and fair treatment of all, regardless of legally protected characteristics. At Sii, we promote a diverse and inclusive work environment, in full compliance with applicable anti-discrimination laws.

Benefits For You
  • Great Place to Work
  • Solid financial situation
  • Contracts with the biggest brands
  • Centre of internal trainings
  • Many experts you can learn from
  • Open and accessible management team
  • Profit sharing
  • Passion Sponsorship program
  • Regular integration events and trips
  • Comfortable and well-equipped offices
  • MySii app
  • Medical care
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