MLOps (pharma)

We are seeking a MLOps to design, implement, and manage machine learning infrastructure that supports scalable and reliable deployment of machine learning models.

Tech stack: AWS, GCP, Azure, Docker, Kubernetes, Terraform, Python, Git, MLflow.

Tasks

• Design and build CI/CD pipelines for machine learning models
• Manage and optimize ML model deployment and performance
• Automate and monitor model retraining processes
• Ensure data quality and compliance with data governance policies
• Collaborate with data scientists to integrate models into production environments
• Develop and maintain infrastructure for data ingestion and feature engineering
• Troubleshoot and resolve issues related to ML infrastructure and platforms

Requirements

• Proficiency in programming languages such as Python and/or Java
• Experience with machine learning frameworks and libraries
• Knowledge of containerization technologies like Docker and Kubernetes
• Familiarity with version control systems such as Git
• Strong problem-solving and troubleshooting skills
• Ability to work as part of a team and communicate effectively
• Fluent English
• At least bachelor's degree in Computer Science, Data Science, or related field

Preferred

• Experience with cloud platforms (e.g., AWS, GCP, Azure)
• Knowledge of MLOps principles and best practices
• Familiarity with infrastructure-as-code tools (e.g., Terraform)
• Experience with monitoring and logging tools (e.g., Prometheus, Grafana)
• Understanding of data engineering principles and tools

We offer

• Financial transparency: the salary is: 120 - 140 PLN/net/h + VAT
• Clear wage model. 7N Consultants know exactly what’s 7N fee for its agent role on the project.
• Professional development support. We subsidize trainings, technical certificates, conference participation, and foreign language classes. Our Career Development Program offers consultants advisory support in career planning. Additionally, 7N Consultants have the opportunity to participate in interpersonal skills training through the 7N Secret Code. Learn more about it here: 7N: 7N – The Secret Code
• 7N Inspiration Team’s support and an opportunity to join their ranks. They are a group of 7N Consultants who consistently and actively share their professional knowledge and expertise.
• Cooperation with real experts – the average professional experience of a 7N consultant is 10 years. Check out one of our discussion panels here: Does a Scrum Master need a background in programming (in Polish)
• Comprehensive and personal project support from one of a 7N Agent. Priority regarding project continuity and quality. See what one 7N Consultant said about the role of 7N Agents and project opportunities.
• Numerous (10-12 each year) high-end events – both online and offline. See the 7N KickOff 2024 clip here: https://www.youtube.com/watch?v=8MjSywOKZnc
• Healthcare, Benefit Multisport and life insurance subsidies regardless of cooperation model. Access to Mindgram, a psychological support and professional development platform.
• Professional and quality-oriented recruitment process led by the most experienced recruiters in the industry. Read more about it in the 7N candidate recruitment satisfaction survey (in Polish).