Andersen is a pre-IPO software development company providing full-cycle services. It helps enterprises and middle-sized firms worldwide transform their businesses by creating digital solutions with innovative technologies.
ml engineer for scalable AI solutions
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описание
задачи
- Design, train, and evaluate machine learning models, including supervised, unsupervised, and NLP models;
- Build scalable data and ML pipelines using modern tools;
- Collaborate with subject matter experts and analysts to prepare training datasets;
- Deploy models to production for batch or real-time inference;
- Monitor and maintain model performance and data quality;
- Optimize models for performance, interpretability, and cost;
- Document ML workflows and ensure reproducibility.
требования
- 2+ Years of experience as a Machine Learning Engineer or in a similar role;
- Proficiency in Python, including hands-on experience with scikit-learn, pandas, NumPy, and matplotlib;
- Strong understanding of regression, classification, clustering, model validation, and performance metrics;
- Practical experience with TensorFlow, PyTorch, or Keras;
- Proven experience building, training, and deploying ML models using AWS SageMaker;
- Familiarity with AWS Bedrock, foundation models, generative models, fine-tuning, and LLM orchestration;
- Hands-on experience with data preprocessing, feature engineering, and model evaluation;
- Knowledge of SQL and experience with structured and semi-structured datasets;
- Understanding of ML model deployment with REST APIs, FastAPI, Flask, Docker, and containerization;
- Exposure to MLOps practices, including pipeline automation, model versioning, monitoring, and reproducibility;
- Familiarity with Git and other version control systems;
- Strong analytical thinking, communication, and problem-solving skills;
- Willingness to stay current with emerging ML techniques, frameworks, and cloud AI tools;
- English at Upper-Intermediate level or above;
- German at Intermediate+ level or above.
условия
- Up to an additional 1,000 USD per month depending on expertise, included in the annual bonus;
- Professional, financial, and career growth opportunities;
- Mentoring and onboarding systems for each new employee;
- Access to the corporate training portal;
- Certification compensation for AWS, PMP, and other certifications;
- Referral program;
- English courses;
- Private health insurance and sports activity compensation;
- Corporate events, pizza days, PlayStation, fruits, coffee, snacks, and movies;
- Relocation is available across listed EU locations.
навыки
Международная компания по разработке ПО и цифровой трансформации с услугами заказной разработки и staff augmentation.
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