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Senior/Lead Machine Learning Engineer
Exadel open positions
- United States
- United States
Über
What You’ll Do
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
What You Bring
Advanced knowledge of Python (native, Pandas, ScikitLearn, Tensorflow or Pytorch, PyStats, Pydantic)
Experience with AWS tools for ML Engineering and ML 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 both written and verbal communication, required for a remote and largely asynchronous work environment
Demonstrated capacity to clearly and concisely communicate complex technical problems and propose iterative solutions
Experience owning a feature from concept to production, including proposal, discussion, and execution
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, opnecv, pillow)
Experience in Machine Learning/ Data Science (e.g., ML algorithm selection, feature engineering, model training, hyperparameter tuning, supervised and unsupervised learning implementation, building a model pipelines, using Machine Learning tools/libraries/frameworks)
Experience working with AWS big data technologies (Redshift, S3, EMR, Glue, etc.)
Legal & Hiring Information
Exadel is proud to be an Equal Opportunity Employer committed to inclusion across minority, gender identity, sexual orientation, disability, age, and more
Reasonable accommodations are available to enable individuals with disabilities to perform essential functions
Please note: this job description is not exhaustive. Duties and responsibilities may evolve based on business needs
Your Benefits at Exadel
International projects
In-office, hybrid, or remote flexibility
Medical healthcare
Recognition program
Ongoing learning & reimbursement
Team events & local benefits
Sports compensation
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Sprachkenntnisse
- English
Hinweis für Nutzer
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