SmartBear
At SmartBear, we believe building great software starts with quality—and we’re helping our customers make that happen every day. Our solution hubs—SmartBear API Hub, SmartBear Insight Hub, and SmartBear Test Hub, featuring HaloAI, bring visibility and automation to software development, making it easier for teams to deliver high-quality software faster. SmartBear is trusted by over 16 million developers, testers, and software engineers at 32,000+ organizations – including innovators like Adobe, JetBlue, FedEx, and Microsoft.
AI/ML Engineer - Test Hub
- Enhancing the testing tool by adopting modern AI tools and technology.
- Develop AI driven use case to integrate with QMetry for enhanced customer experience.
- Python, Natural Language Processing, Machine Learning, LLM, SQL, no-SQL, vector database, AWS, Generative AI, GIT, Docker, Linux
QMetry Product intro
QMetry provides a combination of tools, methodologies, practices, frameworks, and best practices that allow agile teams to build, manage, and deploy high-quality software quickly and confidently. QMetry offers more than 20 integrations and is trusted by 1000+ brands globally across many industries like finance, healthcare services, travel & hospitality, retail, education and high technology.
QMetry Suite of products include:
- QMetry Test Management - Enterprise grade Test Management for Agile Digital Organizations
- QMetry Test Management for Jira (QTM4J)
- QMetry Automation Studio - Test Automation tool for Web, Mobile and Web services
The power of QMetry Intelligence (QI) - our Gen AI provides automatic smart search, test case generation, flaky test case detection, predictive coverage suggestion and probable matching duplicates test cases.
Go to our product page if you want to know more about Test Hub
Responsibilities
- Participate in ideation processes of AI-ML use case for our product and create proto types for the same.
- Understand existing data sets and use case.
- Build, validate and clean datasets for model development.
- Design, develop, train, and maintain machine-learning models.
- Research and apply emerging AI-ML techniques to new business context.
- Present information using data visualization techniques.
- Collaborate with Engineering and Product Management teams.
Requirements:
- Professional knowledge on python programming and hands on experience with libraries such as Pandas, SciPy, NumPy, Scikit-Learn, Langchain, sentence transformers etc. Professional experience of building REST APIs/webhooks using python-based frameworks like Flask, Fast Api etc.
- Solid understanding of SQL, NO-SQL and vector databases.
- Exposure to working with Gen-AI models (preferably opensource), Handling LLMs, inference servers in hugging face, RAG etc.
- Understanding of designing and implementing various stages (such as data wrangling, feature engineering, model building, evaluation, monitoring, and re-training) of end-to-end ML pipeline; experience with cloud service providers like AWS or other.
- Proficiency in building statistical and machine learning models and data mining algorithms such as Regression, Clustering, Classification.
- Familiarity with NLP concepts embeddings, POS tagging, text similarity, entity linking etc., NLP specific libraries & tools (NLTK, Spacy, Gensim), sequence models and transfer learning models.
Why you should join the SmartBear crew
- You can grow your career at every level.
- We invest in your success as well as the spaces where our teams come together to work, collaborate, and have fun.
- We love celebrating our SmartBears; we even encourage our crew to take their birthdays off .
- We are guided by a People and Culture organization - an important distinction for us. We think about our team holistically – the whole person.
- We celebrate our differences in experiences, viewpoints, and identities because we know it leads to better outcomes.
Did you know
- Our main goal at SmartBear is to make our technology-driven world a better place.
- SmartBear is committed to ethical corporate practices and social responsibility, promoting good in all the communities we serve.
- SmartBear is headquartered in Somerville, MA with offices across the world including Galway Ireland, Bath, UK, Wroclow, Poland and Bangalore, India.
- We’ve won major industry (product and company) awards including B2B Innovators Award, Content Marketing Association, IntellyX Digital Innovator and BuiltIn Best Places to Work
SmartBear is committed to creating an inclusive workplace for employees where all individuals are treated with respect and dignity. We are an equal opportunity employer and make employment decisions based on merit, qualifications, and business needs. We do not discriminate on the basis of race, color, religion, sex, national origin, age, gender, disability, veteran status, sexual orientation, or any other protected status under applicable laws. We are dedicated to fostering a workplace that reflects a diversity of thought and experience as well as our values of being smart, open, driven, accountable, and curious.
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