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ML Architect Job Description
PRIMARY PURPOSE: 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.
ESSENTIAL FUNCTIONS and RESPONSIBILITIES
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.
ADDITIONAL FUNCTIONS and RESPONSIBILITIES
Performs other duties as assigned.
Travels as required.
QUALIFICATIONS
Education & Licensing
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.
Experience
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.
Skills & Knowledge
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
Ability to meet or exceed Performance Competencies
WORK ENVIRONMENT
When applicable and appropriate, consideration will be given to reasonable accommodations.
Mental: Clear and conceptual thinking ability; excellent judgment, troubleshooting, problem solving, analysis, and discretion; ability to handle work-related stress; ability to handle multiple priorities simultaneously; and ability to meet deadlines
Physical: Computer keyboarding, travel as required
Auditory/Visual: Hearing, vision and talking
As required by law, Sedgwick provides a reasonable range of compensation for roles that may be hired in jurisdictions requiring pay transparency in job postings. Actual compensation is influenced by a wide range of factors including but not limited to skill set, level of experience, and cost of specific location. For the jurisdiction noted in this job posting only, the range of starting pay for this role is ( $175,000 - $220,000) . A comprehensive benefits package is offered including but not limited to, medical, dental, vision, 401k and matching, PTO, disability and life insurance, employee assistance, flexible spending or health savings account, and other additional voluntary benefits.
The statements contained in this document are intended to describe the general nature and level of work being performed by a colleague assigned to this description. They are not intended to constitute a comprehensive list of functions, duties, or local variances. Management retains the discretion to add or to change the duties of the position at any time.
Sedgwick is an Equal Opportunity Employer and a Drug-Free Workplace.
If you're excited about this role but your experience doesn't align perfectly with every qualification in the job description, consider applying for it anyway! Sedgwick is building a diverse, equitable, and inclusive workplace and recognizes that each person possesses a unique combination of skills, knowledge, and experience. You may be just the right candidate for this or other roles.
