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Data Science Expert for Strategic Business Solutions
hace 1 semana
AlixPartners is a global consulting firm that specializes in business strategy and operations. Our team of experts helps companies solve complex problems and make informed decisions.
Job DescriptionWe are seeking a highly skilled Data Science Expert to join our team. As a Data Science Expert, you will work closely with our clients to analyze complex data sets, identify trends and insights, and develop strategic recommendations to drive business growth.
Your primary responsibility will be to develop and refine models for pricing, forecasting future trends, and scoring to assess various metrics. You will also gather and explore data to uncover insights that can help companies make better decisions. Additionally, you will utilize generative AI technologies to automate processes traditionally performed by analysts.
You will work with a variety of urgent, high-impact situations, including financially secure, under-performing, and distressed companies. Our elite professionals are recognized experts in their respective fields, bringing to bear their skills and experience to craft measurable, improved outcomes for our clients.
Key Responsibilities- Develop and refine models for pricing, forecasting future trends, and scoring to assess various metrics.
- Gather and explore data to uncover insights that can help companies make better decisions.
- Utilize generative AI technologies to automate processes traditionally performed by analysts.
- Build dashboards for decision-making, providing a visual interpretation of data.
- Generate reports with findings that can enhance business revenue and inform strategic decisions.
- Bachelor's degree with concentration in Computer Science, Engineering, or another quantitative field.
- More than 1 year of related experience.
- Proficient in Python for machine learning tasks.
- Machine Learning: Proficient in machine learning libraries such as Scikit-learn and XGBoost, with hands-on experience in building classification, regression, clustering, and forecasting models.
- Data Manipulation and Analysis: Proficient in using Pandas and NumPy.
- Statistical Analysis: Skilled in using SciPy and Statsmodels for advanced statistical analysis.
- Data Visualization: Competent in creating insightful visualizations with Matplotlib, Seaborn, and tools like Tableau or Power BI.
- Natural Language Processing: Familiar with text analysis using NLTK.
- SQL: Solid understanding of SQL for data querying and management.
- Databricks: Basic experience with Databricks for managing large-scale data processing.
- Apache Spark: Fundamental knowledge of PySpark for big data processing.
- Generative AI: Awareness of the capabilities and applications of generative AI technologies.
- Strong verbal and written communication skills in English.
- Ability to synthesize the requests received from team members at client sites.
- Capability to be a creative, innovative problem solver.
- Motivated to discover and learn new analytical techniques and software tools to improve the quality of our work.
- Authorized to work in applicable country and travel freely internationally without restrictions or visa sponsorship.
- Desire to actively engage in geographically dispersed teams.
- Ability and willingness to work long hours and travel if necessary, to meet client demands.