System ML Architect - Warsaw, Polska - Diffco

Opis

Location: Remote from EU

Position Type: full time.

We are seeking a highly skilled and motivated System Python/Julia Architect to join our team, focusing on the development of ML models. The ideal candidate will have a strong background in machine learning, system architecture, and the Python/Julia programming language. This role involves designing and implementing scalable and efficient ML models, contributing to the development of our ML infrastructure, and collaborating with cross-functional teams to integrate ML capabilities into various applications.

Responsibilities

• Design and implement ML models using the Python/Julia programming language, ensuring high performance, scalability, and reliability.
• Develop and maintain a robust ML infrastructure that supports the entire model lifecycle, including data preprocessing, training, evaluation, and deployment.
• Collaborate with data scientists, engineers, and product teams to understand requirements and integrate ML models into diverse applications.
• Optimize existing ML algorithms and develop new algorithms to improve performance and efficiency.
• Stay abreast of the latest advancements in ML, Python/Julia programming, and related technologies, and assess their applicability to our projects.
• Mentor team members and lead by example in code quality, architecture design, and testing.

Qualification

• Bachelor's or Master's degree in Computer Science, Mathematics, Statistics, or a related field. A Ph.D. is a plus.
• Proven experience in machine learning, data science, or a related field including Clustering, Planning algorithms.
• Strong expertise in the Python/Julia/C+ programming language, including experience with Julia's ML libraries and tools (e.g., , ).
• Total development experience more then 8 years.
• Familiarity with other programming languages (e.g., Python, C+) and ML frameworks.
• Deep understanding of ML algorithms, data structures, and software architecture principles.
• Experience with high-performance computing, parallel computing, and optimization techniques.
• Excellent problem-solving abilities and a passion for innovation in ML.
• Strong communication and collaboration skills, with the ability to work effectively in a team environment.

Desired Skills

• Experience with cloud computing platforms (e.g., AWS, GCP, Azure) and containerization technologies (e.g., Docker, Kubernetes).
• Knowledge of DevOps practices and tools for ML model deployment and monitoring.
• Familiarity with data engineering tools and techniques, including databases, data pipelines, and ETL processes.
• Contributions to open-source projects or community involvement in Python/Julia or ML ecosystems.

What we offer:

• Full-time remote work.
• Attractive compensation package with real potential to develop career opportunities.
• Multicultural and diverse environment which highly values knowledge and exchange of ideas, supportive and positive attitude in the team
• Internal sessions for knowledge sharing to achieve constant professional growth

Why working at Diffco?

• You will have the exciting opportunity to work on cutting-edge projects in the Silicon Valley for both US and European clients utilizing the latest technologies, methodologies, frameworks and approaches with the ability and time to learn and develop professionally.
• Our team is a second family, so you would enjoy spending the day working on nice projects with kind people with broad interests.
• Learn continuously, expand your skills and demonstrate your professional level and ability to take more responsibility to grow.
• We care about you and are interested in your personal professional goals, motivation and we build a perfect work/life balance.