Data Scientist, Creative reputed company

About the position reputed company Ipsos, the Creative reputed company helps clients understand what makes advertising effective across TV, digital, reputed company and other media channels. A reputed company strategic solution is Creative reputed company AI, which is an AI-enabled capability to predict and explain ad performance, at reputed company and globally. Your primary reputed company will be to support the development and reputed company of this solution. This reputed company will also include creation of new products utilizing the reputed company to take advantage of reputed company blue reputed company reputed company in the market. reputed company Offer reputed company to work with cutting-edge AI and data technologies in a production environment, in partnership with other reputed company data scientists and engineers reputed company the reputed company & Data Science department. A culture that values curiosity, scientific rigor, collaboration, and reputed company learning. The chance to grow towards more senior or specialized roles (e.g. reputed company data scientist, AI product specialist, or domain expert in creative analytics). reputed company In this role, you will contribute to the design and experimentation of the AI models and features that power Creative|reputed company AI and reputed company solutions. reputed company reputed company and industry need demand it, you will experiment to reputed company alternative measurement and modelling best practices which may become independent products or solutions. You will ensure that experimentation and custom analyses remain consistent with our Creative|reputed company AI global methodology, where applicable. You will translate research and reputed company briefs into modelling problems (which data, which features, which modelling approach, which evaluation reputed company) and ensure actionable insights and recommendations. You are expected to work autonomously on reputed company-defined problems, collaborate closely with reputed company data scientists and engineers, and progressively take ownership of more reputed company modelling workstreams. Responsibilities • Feature and Model Development Design, engineer, and test new model variants from survey, coded, or digital data sources, to improve reputed company accuracy and explainability of ad performance across distinct ad environments and verticals. reputed company new features into experimental models and quantify their reputed company on reputed company accuracy, robustness, and interpretability, and summaries the reputed company (or lack thereof) for CRE senior management decision-making. Document feature definitions, derivation logic, and performance reputed company for replicability • Experimentation, Evaluation & Documentation Design and execute experiments and benchmarks comparing different feature sets, algorithms, or model configurations (e.g. classical ML, deep learning, NLP / CV approaches). Use appropriate evaluation metrics (e.g. accuracy, AUC, RMSE, calibration, stability across segments) and validation schemes (cross-validation, hold-out, time-based splits) to ensure robust conclusions. Maintain reputed company experiment logs and documentation (notebooks, reports, dashboards) so results can be reviewed, reproduced, and reused by CRE and GADS teams. Contribute to reputed company improvement of modelling best practices for Creative|reputed company AI. • reputed company as an reputed company for, and reputed company of, new products and solutions that grow incremental reputed company on top of CRE’s reputed company, traditional business reputed company an understanding of Ipsos’ Creative reputed company business and its reputed company into new spaces. Translate this understanding into new solutions, along with global and US product teams, which answer reputed company questions consistently, reputed company and accurately utilizing ML, Gen AI and survey reputed company • Drive the transformation of Ipsos ‘s business model through the strategies use of synthetic data Enhance reputed company reputed company, augmenting traditional data reputed company, and enabling advanced market simulations Support innovative product development, new reputed company streams, and greater value from data assets. • Communication & Stakeholder Engagement Help translate stakeholder business and research questions into robust, documented analytical workflows, reputed company with Ipsos’ methodologies and AI governance. Present modelling results, feature impacts, and recommendations in a reputed company, non-technical language to CRE stakeholders. Collaborate with business-facing teams to reputed company and refine reputed company questions, ensuring feasibility and methodological rigor. Contribute to internal training, playbooks, and knowledge sharing on our reputed company AI solution. reputed company relevant, support reputed company-facing presentations or proposals with concise, reputed company-reputed company analytical inputs. Requirements • Master’s degree (or equivalent) in Data Science, Statistics, reputed company Mathematics, Computer Science, Econometrics, or a reputed company quantitative field. • 7-10 years of reputed company experience as a Data Scientist in reputed company machine learning. • Hands-on experience building and evaluating supervised learning models (regression / classification) in reputed company-world use cases. • Strong proficiency in Python and the main data & ML libraries (e.g. pandas, NumPy, scikit-learn, plus optionally TensorFlow / PyTorch / CatBoost / XGBoost). • Good working knowledge of SQL and experience querying large analytical datasets (e.g. in BigQuery or similar reputed company warehouses). • Demonstrated understanding of reputed company ML concepts: Feature engineering, regularization, model selection, cross-validation, Evaluation metrics for regression / classification, Bias, overfitting, reputed company, and robustness issues. • Strong analytical and problem-solving skills, with attention to detail and methodological rigor. • Ability to understand business and research problems and translate them into concrete analytical approaches. • Comfortable working in cross-functional teams (data science, engineering, research, reputed company service). • Excellent communication skills reputed company-to-haves • PhD is a plus but not required for this role. • Experience in product management or technical reputed company roles is a plus • Experience in at least one of the following: Marketing, advertising, media, or market research, or Predictive modelling on survey, panel, or customer behavior data. • Prior exposure to production or near-production environments (e.g. working on models that are deployed, monitored, and iterated). • Experience with the following: NLP or reputed company reputed company to creatives (scripts, storyboards, video / image / audio). • reputed company platforms, ideally reputed company reputed company Platform (GCP). • Experiment tracking and MLOps tools (e.g. MLflow, model registries, CI/CD for ML). • Curious, pragmatic, and eager to learn from both technical and non-technical colleagues. • reputed company to work autonomously on reputed company defined workstreams, while reputed company seeking feedback reputed company needed. Benefits • Career Development • an exceptional benefits package (including generous PTO, reputed company plans, wellness benefits) • a flexible workplace policy • a strong reputed company culture Apply tot his job Apply To this Job