Senior Software Engineer (Generative AI)

Company DescriptionExperian is a global data and technology company that powers opportunities for people and businesses worldwide. We help redefine lending practices, uncover and prevent fraud, simplify healthcare, create marketing solutions, and gain deeper insights into the automotive market, all using our unique combination of data, analytics, and software. We also assist millions of people in working towards their financial goals and helping them save time and money.We operate in various markets, including financial services, healthcare, automotive, agribusiness, insurance, and other industry segments.We invest in people and new advanced technologies to unlock the power of data. As an FTSE 100 Index company listed on the London Stock Exchange (EXPN), we have a team of 22,500 people across 32 countries. Our corporate headquarters are in Dublin, Ireland. Learn more at experianplc.com.Job DescriptionThe 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 activitiesDevelop and integrate our generative AI solutions with existing software teams building productsDevelop a scalable machine learning framework for data science productsDevelop scalable pipelines, tools, and services for building production-ready machine-learning modelsWork with our data scientists to pilot our products with beta customersMaintain our culture of simple, streamlined code and full CI/CD automationDevelop simple, streamlined, and well-tested ML pipeline componentsQualifications5+ years of experienceStrong coding experience in Python with some familiarity with PySpark and SQLFamiliarity with popular Python libraries such as pandas, numpy, flask, matplotlibFamiliarity with the AWS platform and services, including CI/CD automation methodsFamiliarity with AWS serverless methodology, particularly Fargate, Lambda, ECRFamiliarity with CloudFormation, Terraform, or equivalentExperience working with machine learning or generative AI libraries such as Langchain, llamaindex, Langsmith, and llamaguardKnowledge of open source Foundation models: llama3, llama2, mistral, falcon, phiExperience with orchestration frameworks: Mlflow, airflowSome knowledge of JavaScript (Node.js) as a front endExperience or familiarity with Databricks AI services and Mosaic branded servicesComfortable supporting troubleshooting and assessment of production issues when neededExperience with monitoring tools such as Splunk, Datadog, DynatraceTest writing discipline in standard development tools and processes, e.g., GitHub, Jira, SlackRecord of building and maintaining large-scale software systems in productionBenefits/PerksGreat compensation package and bonus planCore benefits including full medical, dental, vision, and matching 401KFlexible work environment, ability to work remotely, hybrid, or in-officeFlexible time off, including volunteer time off, vacation, sick, and 12 paid holidaysAdditional InformationExperian'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.#LI-Hybrid

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