Machine Learning Platform Backend Engineer

Everseen: A leader in vision AI solutions for the world's leading retailers.
The Role
We are seeking a Machine Learning Platform/Backend Engineer to design, build, and maintain scalable infrastructure that empowers our data scientists and machine learning engineers to develop, train, benchmark, and monitor machine learning models efficiently. You will be instrumental in shaping our internal Machine Learning Platform and driving automation, reproducibility, and performance across the machine learning lifecycle.

What You'll Do

• Own the design and implementation of the internal ML platform, enabling end-to-end workflow orchestration, resource management, and automation using cloud-native technologies (GCP/Azure).
• Design and manage Kubernetes-based infrastructure for multi-tenant GPU and CPU workloads with strong isolation, quota control, and monitoring.
• Integrate and extend orchestration tools (Airflow, Kubeflow, Ray, Vertex AI, Azure ML or custom schedulers) to automate data processing, training, and deployment pipelines.
• Develop shared services for model behavior/performance tracking, data/datasets versioning, and artifact management (MLflow, DVC, or custom registries).
• Document architecture, policies, and operational runbooks to ensure platform maintainability and transparency.
• Contribute to CI/CD pipelines for ML models, integrating automated testing, deployment, and rollback mechanisms.
• Build reusable components for data ingestion, model training.
• Ensure compliance with data governance, security, and audit requirements.

Collaborate with

• AI/ML Engineering team
• Data Engineering team
• Software Development Engineers
• DevOps team
• Product Managers
• Security & Compliance Teams

Profile And Skills

• Strong programming skills (Python)
• Hands-on experience with Kubernetes, Docker, and cloud services.
• Experience with CI/CD tools (e.g., GitLab, Jenkins).
• Understanding of ML training pipelines, data lifecycle, and model serving concepts
• Excellent communication and collaboration skills.
• Familiarity with workflow orchestration tools (e.g., Airflow, Kubeflow, Ray, Vertex AI, Azure ML).

Additional Skills

• Understanding ML lifecycle, model versioning, and monitoring.
• Experience with ML frameworks (e.g., TensorFlow, PyTorch).
• Experience with GPU orchestration (e.g., NVIDIA GPU Operator, MIG).
• Experience with Infrastructure as Code (e.g., Terraform).
• Knowledge of data engineering tools (e.g., Snowflake, Databricks, BigQuery, Airbyte, Kafka).
• Familiarity with feature stores and model registries.
• Exposure to large-scale distributed systems and performance optimization.

About Everseen
Everseen is a leader in vision AI. We are transforming business operations for global retailers, driving measurable business value and improving the customer experience.

We are a dedicated team of inventors, research scientists, engineers, AI experts and retail industry veterans. Our mission is to protect people, process, products and profitability within the retail sector and beyond.

We are trusted by major food, drug, mass, and specialty retailers around the world— including Kroger, Meijer, and Woolworths—we also partner with leading hardware, AI, and cloud computing providers such as Google, NVIDIA, NCR, and Dell.

We are operationalizing vision AI at an unprecedented scale with the largest global footprint of edge AI powered Computer Vision in Retail.

Founded in 2007 and headquartered in Cork, Ireland, Everseen has over 900 employees globally, with a European headquarters in Cork, Ireland, a U.S. headquarters in Miami, and hubs in Romania, Serbia, India, Australia, and Spain.

Key Numbers
Top 11
Trusted by 11 of the top 20 global grocery retailers

120,000+
Edge AI Endpoints Worldwide

+3x ROI
Delivering Market's best ROI

Our Commitment
Everseen is committed to creating an environment where everyone can succeed. Our employees should feel a sense of belonging, have an opportunity to grow their careers, and feel free to be their most authentic selves. Everseen takes great pride in the diversity of its global workforce, and insists upon a safe, inclusive workplace where our differences are our collective strength. We treat each other with dignity, and respect, and require all employees, officers, and directors to seek to understand the importance and value to Everseen of diversity, and inclusion.

Everseen is committed to creating a safe environment for all employees and has a zero tolerance policy for bias and discrimination of any kind. Our work environment is one without offensive, hostile, or intimidating conduct, whether verbal, written or physical, in nature. Everseen will not tolerate prejudice or discrimination of any kind including without limitation, where based on aspects such as, race, colour, sex, gender, religion, age, family status, disability of any kind, sexual orientation.