The Experian Consumer Services Generative AI team is accelerating Experian's impact by bringing together data, technology, and data science to build game-changing products and services for our customers. We are looking for a Senior Software Engineer, reporting to the Head of AI/ML Innovation, to support developing and integrating our Generative AI Models with Consumer Services products. These new capabilities will help provide Financial Power to All our customers. As a growing team, we embrace a startup mentality while operating in a large organization. We value speed and effect – and our results and ways of working are transforming the culture of the larger organizations around us.
Role accountabilities and essential activities
- You'll develop and integrate our generative AI solutions with existing software teams building products
- Develop a scalable machine learning framework for data science products
- You will develop scalable pipelines, tools, and services for building production-ready machine-learning models
- Work with our data scientists to pilot our products with beta customers
- Maintain our culture of simple, streamlined code and full CI/CD automation
- Develop simple, streamlined, and well-tested ML pipeline components
- You have 5+ years of experience
- Strong coding experience in Python with some familiarity to PySpark and SQL
- Familiarity with popular python libraries such as pandas, numpy, flask, matplotlib
- Familiarity with the AWS platform and services, including CI/CD automation methods
- Familiarity with AWS serverless methodology, particularly Fargate, Lambda, ECR
- Familiarity with CloudFormation, Terraform, or equivalent
- You have experience working with machine learning or generative AI libraries such as Langchain, llamaindex, Langsmith, and llamaguard
- Open source Foundation models: llama3, llama2, mistral, falcon, phi
- Orchestration Frameworks: Mlflow, airflow
- Some knowledge of javascript (node.js) as a front end
- You have experience or familiarity with Databricks AI services and Mosaic branded services
- Comfortable supporting troubleshooting and assessment of production issues when needed
- You are experienced with monitoring tools such as Splunk, Datadog, Dynatrace
- Test writing discipline in standard development tools and processes, e.g., gitub, Jira, Slack
- Record of building and maintaining large-scale software systems in production
Benefits/Perks
- Great compensation package and bonus plan
- Core benefits including full medical, dental, vision, and matching 401K
- Flexible work environment, ability to work remotely, hybrid, or in-office
- Flexible time off, including volunteer time off, vacation, sick, and 12-paid holidays
Additional Information
Our uniqueness is that we celebrate yours. Experian's culture and people are important differentiators. We take our people's agenda very seriously and focus on what matters: DEI, work/life balance, development, authenticity, engagement, collaboration, wellness, reward & recognition, volunteering... the list goes on. Experian's people-first approach is award-winning: Great Place To Work™ in 24 countries, FORTUNE Best Companies to Work, and Glassdoor Best Places to Work (globally 4.4 Stars), to name a few. Check out Experian Life on social media or our careers site to understand why.
Experian is proud to be an Equal Opportunity and Affirmative Action employer. Innovation is important to Experian's DNA and practices, and our diverse workforce drives our success. Everyone can succeed at Experian and bring their whole self to work, irrespective of their gender, ethnicity, religion, color, sexuality, physical ability, or age. If you have a disability or special need that requires accommodation, please let us know as soon as possible.
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