Prosum · 1 day ago
Machine Learning Engineer
Santa Monica, CA
Contract
Hybrid
Mid, Senior Level
$85/hr - $95/hr
3+ years expProsum is a company focused on innovation in advertising technology. They are seeking a Machine Learning Engineer to drive AI and machine learning initiatives across various advertising domains and to mentor junior engineers while ensuring engineering excellence.
Enterprise SoftwareConsultingInformation TechnologyBusiness Information Systems
Hiring Manager
Spencer Peugh
Responsibilities
Drive innovation and apply state of the art AI and machine learning across advertising domains, including inventory forecasting, ad experience, ad pacing, pricing, targeting, and efficient ad delivery
Invent and iterate on novel solutions to complex advertising challenges with rapid prototyping and deployment cycles
Design, build, and scale robust ML systems that power core ad platform capabilities
Champion engineering excellence through best practices in code quality, system design, and operational reliability
Mentor and support junior engineers, fostering a culture of continuous learning and technical growth
Qualification
Required
Minimum 3 years of hands-on experience developing and deploying large-scale machine learning systems
Strong knowledge of AI/ML technologies, mathematics and statistics
Excellent communication, collaboration skills, and a strong teamwork ethic with both technical and non-technical audiences
Strong foundations in algorithms, data structures, and numerical optimization with experience in programming languages such as Python (primary), Java and SQL
Familiarity with tools and frameworks such as TensorFlow, Pytorch, Hugging libraries etc
Proven proficiency in deep learning methodologies, including recurrent and sequence-based models
Hands-on experience with transformer architectures (e.g., BERT, GPT, ViT) for natural language and vision tasks
Strong understanding of multimodal embedding techniques for integrating text, image, audio, and structured data
Experience with LLM models such as GPT models, Claude, Gemini, Llama, etc
Strong grasp of LLM evaluation methodologies, experience with RAG architectures
A proven track record of thriving in a fast-paced, data-driven, and collaborative work environment is required
BA/BS Degree Comp Sci/IS or related field
Preferred
Experience in digital video advertising or digital marketing domain
Experience with Databricks and AWS Sagemaker
MS or PhD in computer science or equivalent experience
Company
Prosum
Prosum is an award-winning Staffing Solutions provider specializing in Contract, Contract-to-Hire, and Permanent placements in the Information Technology industry.
201-500 employees
Funding
Current Stage
Growth StageTotal Funding
$0.12M2023-03-24Seed· $0.01M
2021-07-27Seed· $0.11M
Leadership Team
Ravi Chatwani
Co-CEO
Amien C.
Lead Talent Acquisition Partner
Recent News
2023-03-27
Company data provided by crunchbase