Analyst II, Data Science

Pay Philosophy

The typical starting salary range for this role is determined by a number of factors including skills, experience, education, certifications and location.

The full salary range for this role reflects the competitive labor market value for all employees in these positions across the national market and provides an opportunity to progress as employees grow and develop within the role.

Some roles at Liberty Mutual have a corresponding compensation plan which may include commission and / or bonus earnings at rates that vary based on multiple factors set forth in the compensation plan for the role.

Description

• Serve as part of a Digital Product team working on new, emerging machine learning related software products that are being built for various business needs across the company
• Apply software engineering concepts as well as machine learning models and to develop and offer solutions for various Business objectives in the form of Digital products across the full stack
• Work through business needs and improvise the usability of all digital products.
• Help create ML pipelines that can be versioned and governed using MLFlow and Luigi to support business needs
• Develop FastAPI and Flask based APIs to make research models available for multiple business use cases
• Setup monitoring tools using PowerBI, Snowflake, Datadog, and other relevant tools to ensure business can be in the loop with model performance and business metrics
• Work with external Aerial image vendors (Nearmap) to create and maintain data pipelines required for internal aerial models
• Telecommuting permitted up to 60%

Qualifications

Employer will accept a Master's degree (or foreign equivalent) in Data Science or a related field and 4 years of experience in the job offered or in an Analyst II, Data Science-related occupation.

Position requires demonstrable experience in the following :

• Deploying models on home-grown deployment architectures
• Creating FastAPI and Flask based RESTFul services
• Creating model monitoring on Datadog, PowerBI and similar tools
• Load testing models using frameworks like Locust
• Machine Learning (ML) Engineering, Creating and training new ML models
• Doing demos and presentations to business stakeholders to communicate value of ML models
• Using MLFlow for model monitoring and creating pipelines
• Creating and using pipelines with frameworks like Luigi
• Using aerial images from vendors like Nearmap or GIC or Vexcel to build and evaluate CVML models for insurance use cases
• AWS tech stack (EC2, S3, CloudWatch, CloudFormation, Lambda Functions, Gateway, and Quicksight)
• Python
• Typescript and Javascript
• Snowflake
• Databricks
• Data extraction and manipulation skills, EDA, transformations, and general linear
• models (GLM)
• Basic CART
• Foundational knowledge of predictive analytics tools
• Telecommuting permitted up to 60%

REFER TO : To apply, please visit https : / / jobs.libertymutualgroup.com / , select "Search Jobs," enter job requisition 2024-64874 in the "Job ID or Keywords" field, and submit resume.

Alternatively, you may apply by submitting a resume via e-mail to RecruitLM redacted Reference requisition number in subject of e-mail.

About Us

This position may have in-office requirements depending on candidate location.

At Liberty Mutual, our purpose is to help people embrace today and confidently pursue tomorrow. That's why we provide an environment focused on openness, inclusion, trust and respect.

Here, you'll discover our expansive range of roles, and a workplace where we aim to help turn your passion into a rewarding profession.

Liberty Mutual has proudly been recognized as a "Great Place to Work" by Great Place to Work® US for the past several years.

We were also selected as one of the "100 Best Places to Work in IT" on IDG's Insider Pro and Computerworld's 2020 list. For many years running, we have been named by Forbes as one of America's Best Employers for Women and one of America's Best Employers for New Graduates-as well as one of America's Best Employers for Diversity.

To learn more about our commitment to diversity and inclusion please visit : https : / / jobs.libertymutualgroup.com / diversity-equity-inclusion /

We value your hard work, integrity and commitment to make things better, and we put people first by offering you benefits that support your life and well-being.

To learn more about our benefit offerings please visit : https : / / LMI.co / Benefits

Liberty Mutual is an equal opportunity employer. We will not tolerate discrimination on the basis of race, color, national origin, sex, sexual orientation, gender identity, religion, age, disability, veteran's status, pregnancy, genetic information or on any basis prohibited by federal, state or local law.

Fair Chance Notices

• California
• San Francisco
• Los Angeles
• Philadelphia
1 day ago