Senior Generative AI Software Engineer

Company Description

Experian 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 across various markets, from financial services to 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 Description

Job description

The Senior Generative AI Engineer, reporting to the Head of AI/ML Innovation, will work with the Generative AI team to accelerate 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 Generative AI Engineer, Sr., to help develop our specialized Generative AI Models in integration 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 impact – and our results and ways of working are transforming the culture of the larger organizations around us. Role accountabilities and critical activities

You'll develop our generative AI models with existing software teams building products

You will

• You will develop a scalable framework for developing specialized Generative AI models
• You can develop scalable pipelines, tools, and services for building production-ready Generative AI models
• You will work with our data engineers, ml engineers, and software engineers 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

Qualifications

• 5+ years of 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, dbrx, arctic, Bert
• Off-the-shelf models: GPT, Claude, Gemini
• Embedding models: nomic, ada, bge, e5
• Orchestration Frameworks: mlflow, airflow
• Extensive experience working with retrieval augmented generation and supporting databases/libraries such as: Vector databases: chromadb, pgvector, qdrant, pinecone, weaviate, and milvus
• Chunking algorithms/strategies
• Embedding models/dimensions
• Advanced knowledge in Python/PySpark and SQL
• Experience working in the Databricks AI Suite of products, particularly Mosaic branded products
• Familiarity with the AWS platform and services including CI/CD automation methods
• Experience with fine tuning LLMs or SLMs and working with large sets of data

Additional Information

Benefits/Perks

• Great compensation package & bonus plan
• Core benefits including full medical, dental, vision, and matching 401K
• Flexible schedule, 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 an important part of Experian's DNA and practices, and our diverse workforce drives our success. Everyone can succeed at Experian and bring their whole self to work, regardless of 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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