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Senior ML Engineer
Odpowiedz na ogłoszenietechnologies-expected :
- Python
- Keras
- SciPy
- scikit-learn
- TensorFlow
- PyTorch
- Docker
- Kubernetes
technologies-optional :
- Microsoft Azure
- AWS
- Google Cloud Platform
about-project :
- At BCF Software, we are at the forefront of innovation, harnessing the power of artificial intelligence to transform industries and solve complex business challenges. We are looking for a talented Senior AI/ML Engineer to join our dynamic team and lead the development and deployment of cutting-edge machine learning models. If you are passionate about AI and enjoy working on challenging problems that require creative solutions, this is the perfect opportunity for you.
responsibilities :
- Architect and Oversee the AI/ML Lifecycle: Lead the end-to-end development of machine learning models, from data collection and preprocessing to deployment and monitoring, ensuring robust and scalable solutions.
- Model Deployment and Optimization: Deploy large-scale neural network models, optimizing them for performance, scalability, and efficiency in real-world applications.
- Application Development: Design and orchestrate applications leveraging large language models (LLMs) to address and solve complex business problems, driving tangible impact.
- GPU Cluster Management: Develop and manage GPU clusters to support large-scale machine learning and neural network training, ensuring high performance and resource efficiency.
- Cross-functional Collaboration: Work closely with data scientists, software engineers, and domain experts to design and implement AI-driven solutions that meet business objectives.
- Security and Compliance: Ensure that AI solutions adhere to industry best practices, security standards, and regulatory requirements, maintaining the highest levels of compliance.
- Continuous Learning: Stay current with the latest advancements in AI and machine learning, integrating new techniques and technologies to maintain our competitive edge.
requirements-expected :
- Educational Background: Bachelor’s or Master’s degree in Computer Science, Data Science, or a related field.
- Advanced Programming Skills: Proficiency in Python and experience with leading machine learning frameworks such as Keras, SciPy, Scikit-learn, TensorFlow, and PyTorch.
- Cloud Computing Expertise: Hands-on experience with cloud computing platforms (Azure preferred, AWS, GCP).
- ML Lifecycle and MLOps Knowledge: Strong understanding of the entire machine learning lifecycle, with experience in MLOps and DataOps.
- GPU Cluster Experience: Proven experience in the development and management of GPU clusters for large-scale machine learning tasks.
- Version Control and CI/CD: Familiarity with version control practices, unit tests, continuous integration/continuous deployment (CI/CD), packaging, and containerization tools like Docker and Kubernetes.
- Problem-solving and Communication: Excellent problem-solving skills, attention to detail, and the ability to communicate complex ideas effectively. Fluency in English is required.
offered :
- Innovative Environment: Work on cutting-edge AI technologies and projects that push the boundaries of what’s possible.
- Career Growth: Opportunities for continuous learning and professional development in a fast-paced, innovative environment.
- Collaborative Culture: Be part of a collaborative team where your ideas and expertise are valued.
benefits :
- sharing the costs of sports activities
- private medical care
- sharing the costs of foreign language classes
- life insurance
- remote work opportunities
- integration events
- no dress code
- coffee / tea
- drinks
- parking space for employees
- employee referral program
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