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описание
Andersen is a pre-IPO software development company providing full-cycle services to enterprises and mid-sized firms. The company develops digital solutions using innovative technologies and follows project management standards and best practices.
задачи
Design and deploy CV models for liveness detection and anti-spoofing;
Build NLP pipelines for behavioral signal extraction and incident analysis;
Own the full ML lifecycle, including data annotation, training, deployment, and monitoring;
Develop and maintain fraud and abuse detection systems;
Contribute to safety scoring using behavioral and historical data;
Integrate ML models with backend services and mobile infrastructure;
Participate in system architecture discussions;
Collaborate with the product team on hypothesis definition and validation.
требования
5+ Years of experience in DS/ML with a strong focus on the modern AI stack;
Hands-on experience with RAG systems, including vector databases, embedding models, and semantic search;
Practical LLM experience with fine-tuning, system-level prompt engineering, and LLM evaluation;
Experience with audio and speech processing, such as ASR, speaker diarization, audio event detection, or conversation analysis;
Familiarity with GenAI product development and LLM-based reasoning pipelines;
MLOps skills for deploying and monitoring LLM and audio models in production;
Experience with streaming and asynchronous data pipelines;
Proficiency in Python and core DS/ML libraries;
English at Intermediate+ level or above;
Nice to have: understanding of safety, risk, or compliance contexts.
условия
Fully remote, office-based, or hybrid work options are available;
Professional, financial, and career growth opportunities;
Up to an additional 1,000 USD per month depending on expertise, included in the annual bonus, for participating in company activities;
Corporate training portal access;
Certification compensation, including AWS and PMP;
Referral program;
Private health insurance;
Sports activity compensation;
Mentoring and onboarding systems;
Corporate events and amenities, including parties, pizza days, PlayStation, fruits, coffee, snacks, and movies.