Lead Machine Learning Engineer Remote
Lead Machine Learning Engineer Remote
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1 Vacancy
Job Description
The Technology Software Solutions and Innovation (TSSI) team is at the forefront of combining data technology and data science to create transformative products and services for our clients. As a Lead Machine Learning Engineer you will lead the development of Experians AI platform and machine learning models including cuttingedge solutions leveraging generative AI (GenAI). This is a unique opportunity to shape the future of AIdriven products addressing challenges such as model scalability fairness and explainability.
You will work with a team of engineers and scientists to design scalable ML solutions develop advanced pipelines and deliver impactful models for realworld applications. Beyond technical contributions youll help define Experians technical culture establish best practices and drive innovation across our AI initiatives.
You will report to the Director of Machine Learning Engineering.
Youll have the opportunity to:
- Develop and Operationalize Machine Learning Models:
- Design build and deploy scalable ML frameworks and pipelines to support structured and unstructured data use cases.
- Lead the development of custom models including LLMs and traditional ML algorithms for credit risk fraud detection and customer insights.
- Shape Experians AI Platform:
- Oversee the creation of advanced tools and services for training finetuning and deploying models including generative AI applications.
- Ensure robust system architecture to handle highvolume data and rigorous model evaluations.
- Leadership and Collaboration:
- Mentor a diverse team of engineers and scientists setting standards for highquality development.
- Work with product managers endusers and stakeholders to align technical solutions with the business goals.
- Advance AI Excellence:
- Handle challenges such as model bias fairness and explainability.
- Establish best practices for model development automation and streamlined processes to deliver reliable productionready AI systems.
Qualifications :
Your background:
- 5 years of experience
- Deep experience with currentgeneration ML algorithms and frameworks (e.g. XGBoost PyTorch Tensorflow) and handson expertise with generative AI (e.g. finetuning GPT reinforcement learning).
- Programming skills in Python (e.g. Pandas NumPy PyTorch LlamaIndex Langchain Haystack) and experience with platforms like AWS SageMaker Databricks GCP Snowflake or Azure.
- Experience building and maintaining largescale ML systems in production including data pipelines and orchestration tools (e.g. Kubernetes Jenkins).
- Experience with asynchronous REST API development cloud infrastructure and DevOps practices.
- Familiarity with testing troubleshooting and triaging production issues.
- Domain expertise in financial services credit modeling or healthcare analytics is a plus.
Benefits/perks:
- Great compensation package and bonus plan.
- Core benefits including medical dental vision and matching 401K.
- Flexible work environment ability to work remotely hybrid or inoffice.
- Flexible time off including volunteer time off vacation sick and 12paid holidays.
Additional Information :
Our uniqueness is that we celebrate yours. Experians culture and people are important differentiators. We take our people agenda very seriously and focus on what matters; DEI work/life balance development authenticity collaboration wellness reward & recognition volunteering... the list goes on. Experians people first approach is awardwinning; Worlds Best Workplaces 2024 (Fortune Top 25) Great Place To Work in 24 countries and Glassdoor Best Places to Work 2024 to name a few. Check out Experian Life on social 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 Experians 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 colour sexuality physical ability or age. If you have a disability or special need that requires accommodation please let us know at the earliest opportunity.
Remote Work :
Yes
Employment Type :
Fulltime
Employment Type
Remote
Company Industry
Department / Functional Area
Analytics
Key Skills
- Industrial Maintenance
- Machining
- Mechanical Knowledge
- CNC
- Precision Measuring Instruments
- Schematics
- Maintenance
- Hydraulics
- Plastics Injection Molding
- Programmable Logic Controllers
- Manufacturing
- Troubleshooting
