About this role
Envision Employment Solutions is currently looking for a Mid Senior Data Scientist for one of our partners, a global leader in the IT Services and IT Consulting.
Requirements
Bachelor’s or Master’s degree in Data Science, AI, or Computer Science.2 to 4 years of experience is required.Proven experience in end-to-end ML project delivery (data prep → modeling → deployment).Technical RequirementsAdvanced Python (modular code, OOP, APIs).Strong SQL (window functions, query optimization).Expert in supervised/unsupervised learning, feature engineering, and model tuning.Solid understanding of time-series modeling and model interpretability (SHAP, LIME).Experience with NLP pipelines (text cleaning, vectorization, embeddings).Knowledge of transformer models (BERT, GPT) and their fine-tuning using Hugging Face or OpenAI API.Able to build classification, summarization, or entity extraction solutions.Understanding of prompt engineering basics and embedding-based search.Familiarity with Airflow, Docker, FastAPI/Flask, or CI/CD pipelines for model deployment.Works with cloud ML environments (Azure ML, AWS Sagemaker, or Dataiku). Soft SkillsMentors junior data scientists.Communicates complex results in clear business language.Works independently and aligns projects to measurable business outcomes.