ML Architect
Location
Iowa
Posted
2 days ago
Salary
$175K - $220K / year
Seniority
Lead
Job Description
ML Architect
Sedgwick
• To partner with stakeholders to identify, scope, and execute advanced analytics and data science projects • to design data modeling processes, create algorithms, and predictive models • and to share insights that inform and enable business decisions • Builds, prototypes, and deploys machine learning models in production environments • Collaborates with product, technology, and other stakeholders to identify and scope data science projects • Communicates modeling challenges, findings, and outcomes to technical and non-technical stakeholders • Designs and implements end-to-end ETL (extract, transform, load) data pipelines integrating data from multiple data sources • Explores new internal and external data sources and assesses their commercial benefit • Mentors team members and serves as a subject matter expert in cross-functional discussions
Job Requirements
- Master’s degree or Ph.D. with major in statistics, mathematics, computer science, data science, economics, or related quantitative field from an accredited college or university preferred
- Ten (10) years of related experience or equivalent combination of education and experience to include three (3) years of predictive modeling, data science, and analysis experience with solid background in the using data visualization tools and libraries and data exploration, data wrangling, and feature engineering
- Experience with natural language processing and healthcare data preferred
- Proficiency writing code in Python or R and documenting for reproducibility
- Strong knowledge of reviewing other’s models and code
- Ability to use data visualization tools and libraries
- Strong data exploration, data wrangling and feature engineering skills
- Knowledge of application of supervised/unsupervised ML techniques
- Thorough knowledge of SQL to query relational databases
- Excellent oral and written communication skills, including presentation skills
- PC literate, including Microsoft Office products
- Analytical and interpretive skills
- Strong organizational skills
- Ability to create and complete comprehensive, accurate and constructive written reports
- Ability to work in a team environment
Benefits
- medical
- dental
- vision
- 401k and matching
- PTO
- disability and life insurance
- employee assistance
- flexible spending or health savings account
- other additional voluntary benefits
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