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ML Engineer

RedCore3 дн. назад

Коротко

Builds and maintains end-to-end ML pipelines: data ingestion, training, evaluation, export; operates distributed training/inference on cloud GPU/CPU; owns · Needs: Production Python and ML systems experience; shipped ML workflows beyond notebooks; distributed/batch ML compute and experiment/model versioning.

Описание от работодателя

RedCore is an international business group that creates technological solutions for digital markets. Our products and services cover fintech, marketing, e-commerce, customer service, communications, and regulatory technologies. We are looking for a Senior ML Engineer to join our team! Requirements: Strong production Python and ML systems experience Shipped ML workflows beyond notebooks (orchestration + cloud + ops) Familiar with distributed/batch ML compute and experiment/model versioning Comfortable owning systems end to end: design, implementation, debugging, operations Will be a plus: CV, video, or foundation-model/auto-labeling experience Dagster/Airflow, Dask/Ray, AWS, ONNX/export workflows Soft Skills: Ownership — takes responsibility for outcomes, not just tasks Learning agility — picks up new tools/domains fast and applies them quickly Experimentation mindset — tests ideas with clear hypotheses and shares results openly Cross-team collaboration — works well across projects and helps others succeed Clear communication — explains tradeoffs simply and keeps stakeholders aligned Pragmatism — balances ideal solutions with what the team needs now Comfort with ambiguity — makes progress in unclear R&D environments Constructive feedback — gives/receives feedback well in code reviews and pairing Responsibilities: Build and maintain end-to-end ML pipelines: data ingestion → training → evaluation → export Operate distributed training/inference workloads on cloud GPU/CPU infrastructure Own dataset workflows: validation, splitting, versioning, and quality checks Integrate manual and automated labeling into reproducible training flows Maintain CI/CD, monitoring, runbooks, and internal CLI/API tooling Collaborate with product, domain experts, and QA to turn requirements into pipeline changes Our benefits to you: ☘️An exciting and challenging job in a fast-growing business group, the opportunity to be part of a multicultural team of top professionals in Development, Architecture, Management, Operations, Marketing, Legal, Finance and more 🤝🏻Great working atmosphere with passionate experts and leaders, sharing a friendly culture and a success-driven mindset is guaranteed 🧑🏻‍💻Modern corporate equipment based on macOS or Windows and additional equipment are provided 🏖Paid vacations, sick leave, personal events days, days off 💵Referral program — enjoy cooperation with your colleagues and get the bonus 📚Educational programs: regular internal training sessions, compensation for external education, attendance of specialized global conferences 🎯Rewards program for mentoring and coaching colleagues ✈️In-house Travel Service 🦄Multiple internal activities: online platform for employees with quests, gamification, presents and news, clubs for movie / book / pets lovers and more 🎳Other benefits could be added based on your location