
Advanced AI Solutions Developer
Há 6 dias
We are seeking a highly skilled and motivated Senior Data Scientist to join our team. The successful candidate will focus on developing and deploying cutting-edge AI solutions, emphasizing automation, software engineering best practices, and production-ready code.
This role involves working on projects across diverse business units, directly impacting critical decision-making and driving innovation.
The ideal candidate will lead the development of intelligent systems with a strong emphasis on software and AI engineering best practices, automation, and continuous delivery.
">Requirements">- A strong background in Data Science, Machine Learning, or AI Engineering, with a history of delivering impactful AI solutions.
- Expert-level Python programming skills, including Pandas, Polars, NumPy, Scikit-learn, TensorFlow, PyTorch, Keras, and experience with RESTful API development.
- A strong software engineering foundation: version control (Git), unit testing, CI/CD pipelines, Clean Code principles, and containerization (Docker, Kubernetes).
- Strong understanding of programming logic and object-oriented programming (OOP) principles to design modular, reusable, and maintainable code structures.
- Proven experience in end-to-end ML lifecycle: data preparation, model training, tuning, inference, deployment, monitoring, and retraining.
- Data handling expertise: Extraction, cleaning, transformation, and loading (ETL) from various sources (relational and non-relational databases, cloud storage, APIs).
- Machine Learning & Deep Learning: Supervised and unsupervised learning techniques, including regression, classification, clustering, time series, and NLP (Natural Language Processing).
- Natural Language Processing (NLP): Experience with text preprocessing, pre-trained models (BERT, Roberta), fine-tuning, and NLP libraries (scikit-learn, spaCy, NLTK, Gensim).
- Experience with Generative AI (e.g., LLMs, prompt engineering, fine-tuning, RAG pipelines).
- Experience with cloud platforms: Azure (preferred), GCP or AWS, including their respective AI/ML services (e.g., Azure AI services).
- Strong understanding of model evaluation, feature engineering, and hyperparameter tuning.
- Desirable qualifications include hands-on experience with multi-agent systems and autonomous AI agents, familiarity with data engineering, and experience with MLOps tools and practices.
- A Bachelor's or Master's degree in Computer Science, Data Science, Computer Engineering, Software Engineering, Information Technology, Mathematics, or Physics.
- A personality and working method that includes being a team player, problem-solver, analytical thinker, pro-active, self-taught, and resilient individual.
- Strong communication & collaboration skills, with the ability to translate technical insights into accessible information for diverse audiences.
- A passion for staying current with AI advancements through continuous learning.
We offer a dynamic work environment, opportunities for growth and professional development, and a competitive compensation package.
Our company values diversity, equity, and inclusion, and we strive to create a workplace where everyone feels welcome and valued.
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