7h ago
Senior Machine Learning Engineer
Bulgaria, Poland
โจ $120k-$160k / yearest.
full-timesenior Remotesoftware
๐ Tech Stack
๐ผ About This Role
You'll design and implement end-to-end document intelligence pipelines on AWS, building production systems for processing multi-document PDFs at scale. Collaborate with data scientists and engineers to automate document type detection and field extraction. This role offers the chance to work on high-impact projects for Fortune 500 clients.
๐ฏ 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
- Own features from research through production deployment and monitoring
๐ Requirements
- 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, multi-modal models, and production deployment using AWS Bedrock or Azure OpenAI APIs
โจ 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 working with AWS big data technologies (Redshift, S3, EMR, Glue, etc.)
๐ Benefits & Perks
- ๐๏ธ Remote flexibility
- ๐ Ongoing learning reimbursement
- ๐ช Well-being program
- ๐ฅ Medical healthcare
- ๐ฐ Referral bonuses
๐จ Hiring Process
Estimated timeline: 2-4 weeks ยท AI estimate
- 1Recruiter Callยท 30 min
- 2Technical Interviewยท 60 min
- 3Offerยท 30 min
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