Senior AI/ML Engineer

4 weeks ago

Chicago, United States CNA Insurance Full time

You have a clear vision of where your career can go. And we have the leadership to help you get there. At CNA, we strive to create a culture in which people know they matter and are part of something important, ensuring the abilities of all employees are used to their fullest potential.

CNA seeks to offer a comprehensive and competitive benefits package to our employees that helps them — and their family members — achieve their physical, financial, emotional and social wellbeing goals.

For a detailed look at CNA’s benefits, check out our Candidate Guide.

An individual contributor role that provides a high level of leadership and expertise in building Artificial Intelligence and Machine Learning (AI & ML) platforms and enabling AI/ML solutions for financial services and insurance. With a focus on accountability and integrity, this role will take initiative to deliver high-quality solutions that meet the business needs of CNA. The role will be responsible for developing data into usable information to create automated analytics solutions.

JOB DESCRIPTION:

Essential Duties & Responsibilities

Performs a combination of duties in accordance with departmental guidelines:

Builds out AI & ML capabilities in conjunction with data scientists and other key stakeholders to drive business value.
Productionizes and operationalizes predictive models which leverage machine learning and advanced data analysis techniques.
Designs and builds data science platforms and model deployment pipelines to scale AI & ML engines in a cloud environment.
Delivers well-styled, well-tested, and maintainable code in Python, R or Java.
Cultivates innovation by proactively proposing new ideas to deliver business value more effectively.
Identifies the right combination of tools and frameworks to turn a business problem into an analytics solution.
Maintains professional and technical knowledge by attending educational workshops; reviewing professional publications; establishing personal networks; participating in professional societies. Supports the evolution of CNA application development processes and standards.

May perform additional duties as assigned.

Reporting Relationship

Typically Director or above

Skills, Knowledge & Abilities

Strong experience rapidly deploying AI & ML solutions to production in a DevOps environment. Expertise in building machine learning platforms and data pipelines at scale.
Strong coding fluency in Python, R, or Java, with knowledge of object-oriented design principles for larger-scale development
Experience with Kubeflow, Airflow or other workflows; Docker containerization; and managed Kubernetes systems
Experience with large data sets and distributed computing (Spark).
Strong interpersonal and communication skills. Ability to articulate workflows and ability to describe the logic and implications of a complex model to non-technical audiences.
Proficient in data visualization tools (e.g., Looker, Power BI).
Proficient in data preprocessing and cleaning techniques. Ability to create compelling visualizations to communicate insights.
Strong data analytical skills. Familiar with major machine learning algorithms.
Solid experience managing diverse data sources, including preprocessing, cleansing, and verifying the integrity of data to develop data marts for data science use cases and machine learning applications.
Strong interpersonal skills; ability to work independently as well as in a team and a highly matrixed environment.
Experience in cloud computing platforms. Google Cloud Platform preferred.

Education & Experience

Bachelor’s Degree in Computer Science, Engineering, Mathematics, Computational Statistics, Data Science or related technical field or equivalent; Master’s Degree preferred.
Typically 5+ year’s work experience in Artificial Intelligence or Machine Learning.
At least 1-2 years of experience developing, testing, and deploying larger scale software solutions.
Experience in machine learning, deep learning, information retrieval, natural language processing or data mining preferred.
Experience in ETL/ELT and data visualization.
Applicable certifications preferred.

#LI-JB1

#Remote

CNA is committed to providing reasonable accommodations to qualified individuals with disabilities in the recruitment process. To request an accommodation, please contact leaveadministration@cna.com.

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