ml engineer in consulting

Fincons Group is an international IT business consulting company. The role supports a client.

• Develop and deploy AI/ML solutions, including machine learning models, Generative AI, LLMs, NLP systems, APIs, and RAG architectures
• Manage the full ML lifecycle, from data preparation and feature engineering through model training, deployment, monitoring, retraining, and MLOps automation
• Ensure data quality, governance, and compliance, including bias detection, data integrity, and AI Act compliance
• Design and optimize AI architectures using Python, R, TensorFlow, PyTorch, scikit-learn, LangChain, LlamaIndex, MLflow, and cloud AI platforms
• Analyze large datasets using SQL, data lakes, visualization tools, anomaly detection systems, and statistical methods
• Define requirements, data rules, technical standards, and solution roadmaps with stakeholders
• Produce technical documentation and presentations
• Evaluate and pilot emerging AI technologies

• Master’s degree
• At least 15 years of experience in machine learning, artificial intelligence, or data management
• English C1+ for multilingual meetings and written and spoken communication
• Ability to work autonomously and in a team; strong interpersonal skills, applied statistics, and a data-driven mindset
• Certificates of course attendance in Python, Pandas, SQL, deep learning, time series, data cleaning, and machine learning explainability
• Strong skills in Python, R, SQL, TensorFlow, PyTorch, scikit-learn, pandas, and FastAPI
• Knowledge of ML algorithms, deep learning, generative AI, LLMs, NLP, classification, and alignment
• Knowledge of data governance, quality, cleaning, lifecycle management, and large structured and unstructured datasets
• Experience with LangChain, LlamaIndex, Semantic Kernel, MLflow, Kubeflow, OpenShift, and end-to-end MLOps
• Knowledge of AI security, AI Act, bias detection and mitigation, SHAP explainability, and AI risk management
• Knowledge of machine translation quality evaluation, information extraction, Matplotlib, GGplot, D3.js, and agile methodologies

• Условий в вакансии нет