What are the responsibilities and job description for the Visa Independent - AI/ML Engineer (Mathematics & Optimization) - Local to PA position at Octans Group LLC?
Position: AI/ML Engineer (Mathematics & Optimization)
Location: PA (Hybrid)
Job Description:
We are seeking a highly skilled AI/ML Engineer with strong expertise in Python, AWS cloud technologies, and mathematical optimization. The ideal candidate will be responsible for building scalable ML pipelines, developing optimization and neural network models, and managing end-to-end data-to-inference workflows.
Responsibilities:
- Build and maintain end-to-end ML/data pipelines from ingestion to model inference
- Perform feature engineering and data transformation from multiple data sources
- Develop and optimize neural network and mathematical optimization models
- Design and manage serverless and containerized AWS workflows
- Write scalable, production-grade Python code for ML applications
- Collaborate with cross-functional teams to deliver high-performance AI solutions
Required Skills:
- Strong hands-on experience in Python development
- Expertise with AWS services: Lambda, Step Functions, EventBridge, ECS, S3, IAM
- Experience with machine learning, optimization algorithms, and neural networks
- Strong understanding of data engineering and feature engineering concepts
- Experience building scalable cloud-based AI/ML solutions
Nice to Have:
- Experience with SageMaker Pipelines
- Knowledge of Operations Research and advanced optimization techniques
- Experience with containerized and serverless architectures