Machine Learning QA Engineer

Job description

Derq is an MIT spinoff building AI-powered traffic safety and smart infrastructure. We’re a team of passionate innovators, leveraging the latest in AI and technology to transform the future of mobility. Our platform enhances road safety and traffic management by turning real-time data into actionable insights for cities and road operators. Our patented technology collects and analyzes data from connected sensors like cameras, radar, and traffic signal controllers to help predict and prevent road incidents. We deploy edge and cloud solutions that make intersections and highways safer and smarter.Role OverviewAs a ML Quality Assurance Engineer at Derq, you will play a critical role in ensuring the reliability, accuracy, and performance of our computer vision and machine learning based products. You will work closely with our development team to design and execute comprehensive test strategies, identify and report defects, and help improve the overall quality of our customer facing AI products, using data analytics.Key ResponsibilitiesCollaborate with AI development and product teams to understand product requirements and design effective test plans and test cases for AI based productsStrategize evaluation methodologies, gathering data and evaluation reportingPerform data analytics on large datasetsMonitor and track anomalies within product’s content and statisticsTrain and deploy ML models to help boost product performanceCreate and maintain detailed documentation of test processes, methodologies, and findingsKeep up to date with advancements in the field to optimize internal processes and workflowsInterface and coordinate with Engineering teamFoster a collaborative, proactive team environment that values shared success.
Bachelor’s degree in an analytical domain such as Machine Learning, Computer Science, or a related disciplinePython, Javascript and SQL Knowledge/ExperienceFamiliarity with classical Machine Learning Models such as Random Forest, SVM, Naive BayesCore understanding of mathematical concepts for statistical inferenceHands on with spreadsheet based querying and analyticsProficient with annotation tools such as CVATExcellent knowledge of word processing tools and spreadsheets (MS Office Word, Excel etc.)Good command of English both oral and written and reporting skillsKnowledge of basic statistical principles coupled with logical thinking, coherent reasoning and a detail-oriented attitudePlease mention the word **MATURE** and tag ROjox when applying to show you read the job post completely (#ROjox). This is a beta feature to avoid spam applicants. Companies can search these words to find applicants that read this and see they're human.