Python Software Engineer
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MidFull-time
#406352·Dodano 2 dni temu·0
Źródło: nofluffjobs.comTech Stack / Keywords
PythonDegreeData scienceSeleniumData pipelinesGitAWS S3AWS EC2LinuxDeep learningAirflowInfrastructure as Code
Firma i stanowisko
CPGvision is a recognized leader in Trade Promotion Management (TPM), Trade Promotion Optimization (TPO), and Revenue Growth Management (RGM). Leveraging the power of the Salesforce platform, they enable consumer goods companies to achieve their RGM objectives through a fully integrated, user-friendly solution suite. The Data Science team builds scalable machine learning models for the CPG and Retail industries to help global brands optimize pricing and promotional strategies.
Wymagania
- Excellent skills in Python with deep understanding of language internals.
- Degree in Computer Science, Data Science, Engineering, Applied Mathematics, or related field.
- Experience with web scraping tools such as Scrapy, BeautifulSoup, Selenium, Playwright, including handling dynamic content and rate limiting.
- Practical experience integrating OCR tools like Tesseract or cloud-based OCR services into data pipelines.
- Working knowledge of gradient boosting models (LightGBM, XGBoost).
- Working knowledge of AWS services including S3, EC2, and Lambda.
- Proficiency with Docker.
- Experience with Git and CI/CD workflows.
- Comfortable working in a Linux terminal environment.
- Communicative proficiency in English.
Obowiązki
- Design and develop clean, well-tested, maintainable Python code, from shared internal libraries to production services.
- Build end-to-end ML pipelines including ingestion, feature engineering, training, and serving using gradient boosting models (LightGBM, XGBoost), with a focus on reproducibility, performance, and automation.
- Develop Python-based web scrapers (e.g. using Selenium) and integrate OCR tools (e.g. Tesseract) to extract structured data.
- Deploy and operate workloads on AWS services (S3, EC2, Lambda), including containerized jobs, scheduling, and monitoring.
- Collaborate with Data Scientists to productionize models, conduct code reviews, and raise engineering standards.
Benefity
- Choice of employment contract or B2B.
- Fully remote work with quarterly on-site meetups (2-3 days).
- Work with large-scale datasets impacting decisions of major corporations.
- Access to cloud infrastructure (AWS) and a modern technology stack.
- Opportunity to shape engineering culture and tooling.
- Mentorship support.
- Multisport card.
- Private medical care.
Opieka zdrowotna
Karta sportowa
Inne informacje
PSignite is an Equal Opportunity, Affirmative Action employer encouraging minorities, women, veterans, and individuals with disabilities to apply.
PSignite
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