الوصف الوظيفي
Acceldata is reimagining the way companies observe their Data!
Acceldata is the pioneer and leader in data observability, revolutionizing how enterprises manage and observe data by offering comprehensive insights into various key aspects of data, data pipelines and data infrastructure across various environments. Our platform empowers data teams to manage products effectively by ensuring data quality, preventing failures, and controlling costs.
As a SDET AI/ML
You will play a crucial role in analysing complex datasets, developing machine learning models, and deriving actionable insights to drive business decisions. You will work closely with senior data scientists and cross-functional teams to solve challenging problems and contribute to the advancement of data-driven initiatives.
A day in the life of SDET AI/ML
Understanding of the ML software ecosystem and QA approaches/frameworks
Responsible for development of test strategies and ML/LLM test
Create automated test infra to for engineering teams to test and deliver key features
Ensure ML features are planned, validated, and automated as per release and customer requirements
Development and execution of test plans, monitoring and reporting on test execution and quality metrics.
Debug feature and unit/system level defects
Strong hands-on automation skills to enable onboarding of automated features into the test framework
Working knowledge of performance engineering aspects for LLM serving systems
You are a great fit for this role if you have
Bachelors or Masters degree in Computer Science, Statistics, Mathematics, Engineering, or related field.
2-4 years of experience; strong proficiency in programming languages such as Python or R.
Experience with data manipulation and analysis libraries such as Pandas, NumPy, and scikit-learn.
Knowledge of machine learning algorithms and frameworks, and practical experience in model development and evaluation.
Familiarity with database systems and SQL for data extraction and manipulation.
Excellent analytical and problem-solving skills, with attention to detail.
Strong communication and interpersonal skills, with the ability to collaborate effectively in a team environment.
