MLOps Engineer
Steelcase
- Cluj-Napoca, Cluj
- Temporar
- Full-time
- Collaborate closely with Data Engineering, Data Science, and other stakeholders to ensure successful deployment and management of Machine Learning and Data Science models in production environments.
- Automate and enhance the model lifecycle management process.
- Ensure quality, minimize disruption, and maximize uptime, all while delivering value through analytic products.
- Confront complex challenges arising from the dynamic and data-dependent nature of Data Science models, playing an integral role in our productive Data Science Practice.
- Proficiency in DevOps practices such as CI/CD pipelines, Infrastructure as Code (IaC), monitoring, and logging.
- Knowledge of ML basics (supervised and unsupervised learning, feature engineering, model evaluation, etc.) and ability to work with ML frameworks (e.g. scikit-learn and TensorFlow or PyTorch).
- Proficiency in programming languages (e.g. Python, Java, Scala) and scripting languages (e.g. Bash).
- Experience with web backend development including designing and implementing APIs, preferably RESTful APIs.
- Experience with ML model metrics to track for data drift and model drift, and manage model retraining.
- Prior independent, academic, or work experience in the above areas is required.
- Excellent problem-solving and decision-making skills.
- Strong communication and collaboration skills.
- Ability to collaborate on multi-disciplinary Agile teams to manage the Software Development Life Cycle (SDLC) of ML and other Data Science models.
- Bachelor's degree in: computer science, software/computer engineering, information technology or related fields is preferred.
- Knowledge of ML life cycle management frameworks (e.g. MLFlow) and ML platforms (e.g. Azure Machine Learning, Databricks Model Hosting).
- Knowledge of data analytics libraries (e.g. PySpark, pandas, NumPy).
- Knowledge of DevOps tools (e.g. Azure DevOps, Jenkins, Docker, Kubernetes).
- Functional understanding of firewalls and encryption.
- Experience with cloud platforms such as Azure, AWS, or GCP for model deployment.
- Experience with system integration in an enterprise setting.
- Reimbursement of your outside country vacation up to 6000 RON/year and vacation vouchers for Internal tourism
- Trainings and accreditation in accordance with your job description
- Reimbursement for public transportation or fuel
- Meal tickets
- Private pension
- Gift vouchers for special events according to the legislation: Christmas, Easter, 8th March, 1st of June
- Culture vouchers (for bookshops, theaters, cinemas, festivals, concerts etc.)
- Sports discounts for gyms, spa & relax, sport equipment and articles... and others.
- 25-30 days of annual leave (depending on your seniority)
- Healthcare Subscription at Regina Maria: Expert Complete package
- Private Life Insurance, with coverage for temporary work incapacity and critical illness up to 90000 RON
- Private Health Insurance with coverage for hospitalization and surgery costs up to 8000 RON/year
- Financial support for special life events
- Work anniversary and birthday kits
- Learning & Development opportunities via Udemy, LinkedIn Learning, internal trainings etc.
- Office perks: well-being initiatives
- A hybrid model of work and flexible program.