As an MLOps Engineer at Centric Software, you will be responsible for bridging the gap between data science and operations, ensuring seamless integration and efficient deployment of machine learning solutions. You will work closely with data scientists, software engineers, and DevOps teams to streamline the ML lifecycle and automate processes for model training, testing, deployment, and monitoring.
Responsibilities:
- Architect scalable and reliable infrastructure for model training, testing, and deployment in collaboration with DevOps teams.
- Work closely with data science teams to understand model requirements, assess feasibility, and optimize models for deployment.
- Operate models in production: Establish monitoring and alerting systems to track model performance, detect anomalies, and ensure reliability.
- Optimize resource allocation and utilization for model training and inference to maximize efficiency and cost-effectiveness.
- Implement security best practices and ensure compliance with relevant regulations.
- Stay updated with the latest advancements in ML technologies to drive innovation and best practices within the team.
Qualifications:
- You completed your bachelor's degree or have equivalent experience in computer science, engineering, mathematics, or similar.
- 5+ years of hands-on experience in data science, DevOps, or data engineering roles.
- Proficiency in ML frameworks such as TensorFlow, MLFlow, or scikit-learn.
- Familiarity with infrastructure-as-code concepts and configuration management to evolve the existing infrastructure.
- Expertise in monitoring and logging tools (Datadog, Prometheus, etc.).
- Security-minded approach to infrastructure and model deployment.
- Excellent problem-solving skills and attention to detail. Persuasive communication and collaboration abilities.
- Fluent in English.
What we offer:
- Competitive salary.
- Flexible work schedule and remote work options.
- Professional development opportunities.
- Modern, collaborative, and innovative work environment.
Top Skills
What We Do
Centric Software® is the innovator behind the #1 Product Lifecycle Management (PLM) platform, Centric PLM™, that is blazing the trail for brands, manufacturers and retailers across all segments of the consumer goods industry. Headquartered in Silicon Valley, Centric Software has shattered the mold to create state-of-the-art digital solutions to satisfy the needs of every player in the market, large and small, and supports their mission to develop high-quality, sustainable products that are on time and on trend.
- Centric PLM delivers enterprise-class merchandise planning, product development, sourcing, quality and product portfolio optimization innovations specifically for fast-moving consumer industries. Centric PLM streamlines the product development process from concept to retail.
- Centric Planning provides best-in-class data and visually driven financial, merchandise and assortment planning as well as store and vendor forecasting to maximize margins and for seamless and fast, pre and in-season execution.
- Centric Visual Boards improves collaboration and decision-making of merchandising and buying teams through intuitive digital boards, driving innovation and decreasing time to market.
All Centric solutions are market-driven, ensuring they meet the needs of customers. These innovations include the first ever PLM mobile apps, 3D CAD connectors, sustainability integrations, and more. Centric Software has the highest user adoption rates in the industry and proudly maintains a 99% customer retention rate due to its seamless implementation methodology which ensures that 100% of its customers go live. Centric Software is proud to provide the best solution, backed by the best team to service the best customers.
Centric Software is a subsidiary of Dassault Systèmes (Euronext Paris: #13065, DSY.PA). For more information, please visit www.centricsoftware.com.
