Overview
Everseen: A leader in vision AI solutions for the world’s leading retailers.
The Role
We are seeking a Full-Stack Engineer to be a key member of the Everseen ML Operations team. As part of that team, you will own the design and implementation of the front-end and back-end components of the Everseen internal ML platform, supporting the AI researchers' requirements for dataset management and video/image annotation tools. You will be instrumental in shaping our internal Machine Learning Platform and driving automation, reproducibility, and performance across the machine learning lifecycle.
Responsibilities
* Design and Development
* Collaborate with cross-functional teams to design and develop new features and functionalities.
* Ensure that the developed solutions meet project objectives and enhance user experience.
* Coding
* Design and implement reusable, testable, efficient, and elegant code based on requirements.
* Ensure adherence to coding standards and best practices.
* Testing
* Create, maintain, and run unit tests for both new and existing applications and services.
* Aim to deliver defect-free and well-tested solutions.
* Data Analysis
* Analyze and collect data from various sources such as log files, application stack traces, and thread dumps.
* Utilize data analysis to identify trends, patterns, and potential areas for improvement.
* CI/CD and Automation
* Create and maintain CI/CD integration using various tools.
* Automate the build, test, and deployment processes to ensure efficiency and reliability.
* Integration of Third-Party Solutions
* Evaluate and integrate third-party software solutions to optimize system performance.
* Expand product capabilities by integrating compatible third-party solutions.
* Update and track third-party solutions\' compatibility with Everseen stack according to internal development guidelines.
* Monitoring and Troubleshooting
* Monitor production logs to identify and troubleshoot issues promptly.
* Ensure seamless operation and timely resolution of any anomalies to maintain system reliability.
* Documentation
* Responsible for creating, maintaining, and updating technical documentation to ensure code, systems, and processes are clearly understood and easily accessible by team members and stakeholders.
Collaborating With
* AI/ML Research team
* Data Engineering team
* Data Annotation team
* Software Development Engineers
* DevOps team
* Product Managers
* Security & Compliance Teams
Profile and Skills
* 2-3 years of work experience in a relevant role and global SaaS company.
* Experience in ML infrastructure, MLOps, or Platform Engineering.
* Strong programming skills, with experience in Front-End development, in React and Angular.
* Understanding ML lifecycle, model versioning, and monitoring
* Experience with back-end frameworks on top of NodeJS (NestJS).
* Hands-on experience with Kubernetes, Docker, and cloud services.
* Experience with CI/CD tools (e.g., GitLab, Jenkins).
* Excellent communication and collaboration skills.
* Experience with Infrastructure as Code (e.g., Terraform).
Technical Skills
* Possesses a comprehensive understanding of technical concepts and terminology relevant to Everseen\'s products and services.
* Ability to work with Linux systems, including troubleshooting skills such as log investigations, performance testing, and connectivity investigation.
* Knowledge of advanced concepts like microservices and distributed systems, indicating an understanding of modern software development architectures.
* Advanced knowledge of public cloud provider services, including Kubernetes services for container orchestration, cloud data storage, testing processes.
* Good understanding of cloud security, scalability, and performance optimization principles.
Interest in Learning and Growth Mindset
* Demonstrated interest in learning and a strong desire to expand knowledge in their respective field.
* Curiosity to explore new technologies, methodologies, and best practices to enhance skills and capabilities.
* Results-oriented attitude, with a drive to achieve objectives efficiently.
Analytical and Problem-Solving Skills
* Possesses strong analytical and problem-solving abilities, leveraging data to inform product decisions. This skill is essential for identifying market opportunities, optimizing product features, and addressing challenges effectively.
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.
#J-18808-Ljbffr