Senior Data Scientist, Consultant II

Jobtailor; Deutschland; Remote; EUR 70.000 - 110.000; Vollzeit

Zusammenfassung

Allstate is seeking a data scientist to lead data analytics efforts in Auto Claims. You will guide ML predictive modeling, develop tools, and integrate diverse data sources to enhance model accuracy and business decisions.

The role requires 3+ years of experience, a Master’s degree or equivalent, and the ability to communicate results to leadership. Travel up to 10% may be required.

Qualifikationen

• Master’s degree or equivalent experience.
• 3+ years of experience as a Data Scientist.
• Experience developing complex statistical and machine learning techniques.
• Experience with predictive modeling and machine learning algorithms.
• Experience coding and developing machine learning/predictive modeling tools.
• Ability to research, evaluate, and apply emerging modeling techniques and technologies.
• Project planning experience for moderately complex ML/predictive modeling or development projects.
• Ability to travel up to 10% to a regional office for team meetings.

Aufgaben

• Lead the use of data and advanced analytics to drive decisions within Auto Claims.
• Develop, execute, and manage machine learning predictive modeling algorithms.
• Code and develop tools that use machine learning/predictive modeling for business decisions.
• Search for and integrate structured and unstructured, internal and external data to improve modeling and machine learning results.
• Discover solutions to business problems using machine learning/predictive modeling.
• Manage projects of medium complexity.
• Provide mentoring and development support to junior data scientists.
• Build models addressing business needs and improve data accuracy and data-driven decisions.
• Review, evaluate, and communicate modeling techniques and results to teams, leadership, and stakeholders.
• Collaborate on data and complex business problems and partner to implement machine learning/predictive models.
• Research, evaluate, and apply emerging modeling techniques and technologies.
• Plan and break down machine learning, predictive modeling, and development projects into tasks and ensure deadlines are met.

Kenntnisse

Machine Learning

Predictive Modeling

Statistical Techniques

Data Analysis

Algorithm Development

Coding

Model Evaluation

Data Accuracy Improvement

Emerging Technologies Research

Tool Development

Ausbildung

Master’s degree

Jobbeschreibung

• Lead the use of data and advanced analytics to drive decisions within Auto Claims
• Develop, execute, and manage machine learning predictive modeling algorithms
• Code and develop tools that use machine learning/predictive modeling for business decisions
• Search for and integrate structured and unstructured, internal and external data to improve modeling and machine learning results
• Discover solutions to business problems using machine learning/predictive modeling
• Manage projects of medium complexity
• Provide mentoring and development support to junior data scientists
• Build models addressing business needs and improve data accuracy and data-driven decisions
• Review, evaluate, and communicate modeling techniques and results to teams, leadership, and stakeholders
• Collaborate on data and complex business problems and partner to implement machine learning/predictive models
• Research, evaluate, and apply emerging modeling techniques and technologies
• Plan and break down machine learning, predictive modeling, and development projects into tasks and ensure deadlines are met

Requirements

• Master’s degree or equivalent experience
• 3 or more years of experience as a Data Scientist
• Experience developing complex statistical and machine learning techniques
• Experience with predictive modeling and machine learning algorithms
• Experience coding and developing machine learning/predictive modeling tools
• Ability to research, evaluate, and apply emerging modeling techniques and technologies
• Project planning experience for moderately complex machine learning/predictive modeling or development projects
• Ability to travel up to 10% to a regional office for team meetings
• Must have a dedicated, private workspace when working from home
• Reliable internet with minimum speeds of 50 MB download and 5 MB upload
• Subject to a background investigation
• Position unavailable to residents of California, Alaska, Hawaii, Washington, or Puerto Rico
• Allstate generally does not sponsor individuals for employment-based visas for this position

Core Competencies

Demonstrates expertise in machine learning and predictive modeling, with a strong ability to develop and implement algorithms that drive data-driven business decisions. Proven experience in project management and mentoring junior data scientists while collaborating on complex business problems.

Highest-signal resume keywords

• Machine Learning Algorithms
• Predictive Modeling Techniques
• Statistical Analysis
• Project Planning
• Data Integration

ATS Optimization Keywords

Hard Skills

• Machine Learning
• Predictive Modeling
• Statistical Techniques
• Data Analysis
• Algorithm Development
• Coding
• Model Evaluation
• Data Accuracy Improvement
• Emerging Technologies Research
• Tool Development

Soft Skills

• Mentoring
• Collaboration
• Communication

Certifications & Qualifications

• Master’s Degree

Industry Keywords

• Data Science
• Auto Claims
• Data-Driven Decisions
• Business Solutions
• Project Management