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LG Ad Solutions is a global leader in connected TV (CTV) and cross-screen advertising. We pride ourselves on delivering state-of-the-art advertising solutions that integrate seamlessly with todays ever-evolving digital media landscape.
Provide an overview of the the role and the team it will sit within here at LG Ad Solutions
The Senior Software Engineer position within the Data team will be responsible for end to end development and deployment of AI Agents and ML systems within the organization. The data team is responsible for developing and implementing cutting edge tools and products to support different business verticals ensure industry leading security and best practices. The team is heavily focussed on internal customer success and bias for action.
Assist in designing developing and maintaining AI/ML system components and services to support business teams. Contribute to internal frameworks libraries and tools to standardize and simplify the platform stack.
Create and solidify user personas that are mapped within AI systems to provide the correct business context answers based on users interacting with the system
Develop and manage Infrastructure as Code (IaC) scripts to automate provisioning configuration and maintenance of cloud resources.
Collaborate with engineering teams to understand underlying infrastructure and develop a more robust infrastructure.
Work closely with security teams to ensure compliance with industry standards and internal policies.
Troubleshoot and resolve production issues contributing to incident reviews and improvements.
Experience: 5 years in backend or full-stack engineering roles with 2 years building AI/ML systems or data platforms in production.
Programming: Expert in Python Java or Scala; strong grasp of data structures algorithms and design patterns.
ML & AI: Hands-on experience with ML frameworks (TensorFlow PyTorch Scikit-Learn) and familiarity with LLMs vector search or reinforcement learning.
Data Engineering: Proficiency in Databricks Spark Kafka Airflow (or equivalents) and SQL; solid understanding of data modeling and warehousing.
Cloud & DevOps: Production deployments on AWS/GCP/Azure; containerization (Docker) orchestration (Kubernetes) and IaC.
Collaboration: Excellent communication documentation and teamwork skills; proven track record of mentoring peers.
Preferred:
2 years building AI/ML systems in production. Experience in vector databases and search Hands on experience with Databricks.
LG Ad Solutions provides equal work opportunities to all team members and applicants and it prohibits discrimination and harassment of any type on the basis of race color ethnicity caste religion age sex (including pregnancy) national origin disability status genetics protected veteran status sexual orientation gender identity or expression or any other characteristic protected by our policies or federal state or local laws.
We want to ensure that our hiring process is accessible. If you need reasonable accommodation for any part of the application process because of a medical condition or disability please send an email to to let us know the nature of your request.
Required Experience:
Senior IC
Full-Time