
Senior Data Scientist
ITDS Polska Sp. z o.o.
25000 - 28350 PLN / HOUR
Hybrid
B2B
Status
Hexjobs Insights
Senior Data Scientist position focusing on ML models for bidding logic. Requirements include 5+ years in ML, PyTorch/TensorFlow expertise, and SQL skills. Offers hybrid work environment and various benefits.
Schlüsselwörter
Deep Learning
PyTorch
TensorFlow
Pandas
NumPy
SQL
Google Cloud Platform
Python
CI/CD
Vorteile
- Stable and long-term cooperation
- Skill enhancement in the financial industry
- Work on strategic projects
- Flexible hours
- Access to Medical Package
- Access to Multisport Program
- Access to Pluralsight
Technologies we use
About the project
Your responsibilities
- Drive the design, refinement, and evaluation of ML scoring models (e.g., CTR, CVR, RoAS) crucial to core bidding logic.
- Architect complex model strategies integrating user, product, and placement signals for high-throughput, low-latency environments.
- Collaborate with engineering and business teams to translate strategic objectives into measurable modeling outcomes and technical roadmaps.
- Provide technical leadership and ensure quality standards across Data Science workstreams, aligning with production best practices.
- Lead end-to-end model development—from problem framing and feature engineering to evaluation and deployment.
- Mentor fellow data scientists, elevating modeling standards and promoting knowledge sharing within the team.
Our requirements
- At least 5 years of hands-on experience in designing and optimizing Deep Learning models for production use cases.
- Expertise with frameworks such as PyTorch or TensorFlow, complemented by practical skills in Pandas and NumPy.
- Advanced SQL proficiency, including analytical SQL in large-scale environments (e.g., BigQuery).
- Strong experience with cloud platforms, preferably Google Cloud Platform, including Vertex AI and Vertex Pipelines.
- Proven ability to lead full lifecycle model development, from problem framing to deployment and monitoring.
- Solid engineering foundations, including writing production-quality Python code, with familiarity with CI/CD practices.
- Excellent communication skills in English (at least B2 level) and a collaborative mindset.
Optional
- Experience developing ML models for low-latency online applications.
- Background in advertising or marketing domains.
- Proven experience in predicting business events such as clicks and conversions (CTR/CVR modeling).
- Proficiency in traditional ML techniques like Gradient Boosted Trees.
- Practical experience utilizing AI-assisted coding tools to boost engineering productivity.
This is how we organize our work
This is how we work
What we offer
- Stable and long-term cooperation with very good conditions
- Enhance your skills and develop your expertise in the financial industry
- Work on the most strategic projects available in the market
- Define your career roadmap and develop yourself in the best and fastest possible way by delivering strategic projects for different clients of ITDS over several years
- Participate in Social Events, training, and work in an international environment
- Access to attractive Medical Package
- Access to Multisport Program
- Access to Pluralsight
- Flexible hours
Benefits
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| Veröffentlicht | vor 1 Tag |
| Läuft ab | in 28 Tagen |
| Art des Vertrags | B2B |
| Arbeitsmodus | Hybrid |
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