Senior/Lead Machine Learning Engineer
Tech Stack / Keywords
Firma i stanowisko
Exadel is an AI-first global tech company with 25+ years of engineering leadership, 2,000+ team members, and 500+ active projects supporting Fortune 500 clients including HBO, Microsoft, Google, and Starbucks. The client is a leading provider of vehicle lifecycle solutions headquartered in Chicago, delivering advanced mobile, artificial intelligence, and car technologies through a platform connecting insurance companies, repair facilities, parts suppliers, and data providers.
Wymagania
- Advanced knowledge of Python (native, Pandas, ScikitLearn, Tensorflow or Pytorch, PyStats, Pydantic)
- Experience with AWS tools for ML engineering and deployment (Sagemaker, Lambda, Cloudformation/CDK, Step Functions)
- Advanced knowledge of SQL and data modeling
- Experience with GenAI for document intelligence including prompt engineering, RAG (Retrieval Augmented Generation), multi-modal models (vision + text), and production deployment using AWS Bedrock or Azure OpenAI APIs
- Experience in experiment design (power analysis and hypothesis testing)
- Proficiency in written and verbal communication for remote and asynchronous work
- Experience owning a feature from concept to production
Nice to have:
- Experience with document processing tools (AWS Textract, Azure Document Intelligence, or similar OCR/layout detection systems)
- Experience with PDF and image processing libraries (e.g. PyMuPDF, OpenCV, pillow)
- Experience in machine learning/data science including model training and pipeline building
- Experience working with AWS big data technologies (Redshift, S3, EMR, Glue)
Obowiązki
- Design and implement end-to-end document intelligence pipelines on AWS
- Develop and optimize ML models for document classification, segmentation, and field extraction
- Build scalable data processing systems handling PDFs up to 2000 pages
- Collaborate with subject matter experts to create and refine requirements for extraction
- Own features from research through production deployment and monitoring
- Establish evaluation frameworks and quality metrics for extraction accuracy
Benefity
- International projects
- In-office, hybrid, or remote flexibility
- Medical healthcare
- Recognition program
- Ongoing learning & reimbursement
- Well-being program
- Team events & local benefits
- Sports compensation
- Referral bonuses
- Top-tier equipment provision
Inne informacje
Exadel is an Equal Opportunity Employer committed to inclusion across minority, gender identity, sexual orientation, disability, and age. Reasonable accommodations are available for individuals with disabilities. Job description is not exhaustive; duties may evolve. Compensation details shared early in recruitment. Offer is not binding until contract signed.
Exadel
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