Senior Data Scientist

Senior Data Scientist

ITDS Polska Sp. z o.o.

25000 - 28350 PLN / HOUR
Hybrid
B2B

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

#GETREADY to meet with us!

ITDS’s Whistleblower Procedure

Aufrufe: 2
Veröffentlichtvor 1 Tag
Läuft abin 28 Tagen
Art des VertragsB2B
ArbeitsmodusHybrid

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