Lead Data Scientist

Oczekiwania

6+ years of experience in data science / machine learning, with at least 2 years as a Senior Data Scientist/ML Engineer with the following skills and tools/technologies:

• Bachelor’s/PG degree in Engineering, Computer Science, Data Science, Statistics or a related field with a focus on analytics skills.
• Proven experience leading end-to-end machine learning projects, from conceptualization to deployment.
• Strong knowledge of machine learning algorithms, model evaluation metrics, and best practices for model deployment.
• Proficiency in Python used in data science and ML. Familiarity with big data technologies and cloud services.
• Working knowledge of a variety of machine learning techniques and concepts (regression, time series, classification, Ensemble modeling, Gradient, Boosting, stacking, clustering, decision trees, Neural Networks, image/text processing/NLP, AI, XAI,  Transformers/LLM/GenAI and RAG etc.)
• Solid understanding of statistical analysis, data mining, and data visualization techniques.
• Good to have experience with MLOps practices to ensure the smooth operation of models in production.
• Hands-on experience with machine learning libraries (e.g., TensorFlow, PyTorch, Scikit-learn, pretrained ML models, Transformers, RAG ), and advanced SQL.
• Ability to tackle complex problems, break them down into actionable steps, and deliver practical solutions.
• Excellent verbal and written communication skills, with the ability to translate complex data insights into clear and actionable recommendations.
• Understanding of how to align machine learning and AI solutions with business goals.
• Ability to work cross-functionally with teams across engineering, product, and business domains.
• Experience with cloud platforms, including Google Cloud Platform (GCP) , Azure for machine learning / GenAI.