Germany Job Openings
Axiom Software Solutions
AI Quality Engineer
Frankfurt am Main
FULL TIME
November 5, 2024
Job Description
Job Title: AI Quality Engineer
Location : Frankfurt Germany (Hybrid)
Type: Permanent OR Contract
Must be fluent German and English Speaker
Key responsibilities:
1. Test Planning: Creating test plans and strategies for evaluating AI systems, including defining test objectives, selecting suitable testing methods, and identifying test scenarios.
2. Test Execution: Performing various types of tests, such as functional testing, regression testing, performance testing, and usability testing, to evaluate the behavior and performance of AI algorithms and models.
3. Defect Identification: Identifying and documenting defects, irregularities, or inconsistencies in AI systems and working closely with developers to rectify and resolve them.
4. Data Quality Assurance: Ensuring the quality, consistency, and relevance of data used for training and testing AI models, which involves tasks like collecting, cleaning, preprocessing, and validating data. Identifying and mitigating bias in datasets.
5. Test Data Generation: Generate synthetic data for variety, data for edge cases and input fuzzing
6. Model Evaluation & Metrics: Understanding when to use which metric (Accuracy, Precision, Recall, F1-score), visualizing model performance (ROC Curves, Confusion Matrices), diagnosing & addressing Overfitting/Underfitting.
7. Ethical and Bias Testing: Assessing AI systems for ethical considerations and potential biases to make sure they follow ethical standards and encourage inclusivity and diversity.
8. Test Automation: Develop and maintain automated test scripts and frameworks for efficient and effective testing.
9. Collaboration: Collaborating with diverse teams, including developers, data scientists, and domain experts, to understand requirements, validate assumptions, and align testing efforts with project goals.
10. Documentation and Reporting: Documenting test methods, results, and suggestions in clear and brief reports for stakeholders.
11. Drive continuous improvement and best practices in testing methodologies and processes for AI implementations.
Qualification requirement:
1. 7+ years of experience in software testing, with a focus on AI or machine learning applications.
2. Strong understanding of testing methodologies, techniques, and tools.
3. Experience in designing and executing test cases for complex software systems.
4. Proficiency in programming languages such as Python for test automation.
5. Fundamental knowledge of AI, including ML, deep learning, NLP and computer vision.
6. Familiar with AI-driven testing tools and frameworks utilized for automating tests, predictive analytics, and generating intelligent test cases.
7. Specialize in particular areas of AI testing, such as NLP testing, computer vision testing, or AI-driven test automation.
8. Proficiency in testing AI-powered applications and systems, including chatbots, recommendation engines, and image recognition systems.
9. Strong communication and collaboration skills.
10. Transformation Experience in CRM domain is good to have
Location : Frankfurt Germany (Hybrid)
Type: Permanent OR Contract
Must be fluent German and English Speaker
Key responsibilities:
1. Test Planning: Creating test plans and strategies for evaluating AI systems, including defining test objectives, selecting suitable testing methods, and identifying test scenarios.
2. Test Execution: Performing various types of tests, such as functional testing, regression testing, performance testing, and usability testing, to evaluate the behavior and performance of AI algorithms and models.
3. Defect Identification: Identifying and documenting defects, irregularities, or inconsistencies in AI systems and working closely with developers to rectify and resolve them.
4. Data Quality Assurance: Ensuring the quality, consistency, and relevance of data used for training and testing AI models, which involves tasks like collecting, cleaning, preprocessing, and validating data. Identifying and mitigating bias in datasets.
5. Test Data Generation: Generate synthetic data for variety, data for edge cases and input fuzzing
6. Model Evaluation & Metrics: Understanding when to use which metric (Accuracy, Precision, Recall, F1-score), visualizing model performance (ROC Curves, Confusion Matrices), diagnosing & addressing Overfitting/Underfitting.
7. Ethical and Bias Testing: Assessing AI systems for ethical considerations and potential biases to make sure they follow ethical standards and encourage inclusivity and diversity.
8. Test Automation: Develop and maintain automated test scripts and frameworks for efficient and effective testing.
9. Collaboration: Collaborating with diverse teams, including developers, data scientists, and domain experts, to understand requirements, validate assumptions, and align testing efforts with project goals.
10. Documentation and Reporting: Documenting test methods, results, and suggestions in clear and brief reports for stakeholders.
11. Drive continuous improvement and best practices in testing methodologies and processes for AI implementations.
Qualification requirement:
1. 7+ years of experience in software testing, with a focus on AI or machine learning applications.
2. Strong understanding of testing methodologies, techniques, and tools.
3. Experience in designing and executing test cases for complex software systems.
4. Proficiency in programming languages such as Python for test automation.
5. Fundamental knowledge of AI, including ML, deep learning, NLP and computer vision.
6. Familiar with AI-driven testing tools and frameworks utilized for automating tests, predictive analytics, and generating intelligent test cases.
7. Specialize in particular areas of AI testing, such as NLP testing, computer vision testing, or AI-driven test automation.
8. Proficiency in testing AI-powered applications and systems, including chatbots, recommendation engines, and image recognition systems.
9. Strong communication and collaboration skills.
10. Transformation Experience in CRM domain is good to have
About Company
Axiom is a global information technology, consulting and outsourcing company and services provider. Our IT solutions empower organizations and individuals throughout the world to maximize value and quality to succeed in today's challenging business environment. As a fast-growing new economy company, we focus our strengths to offer world-class solutions and services through the convergence of technology, innovation, expertise and experience. We provide software consulting, development and IT-enabled services to clients across the globe. We work towards delivering sustained value creation for customers, employees, industries and society at large. Core offerings include data warehousing, middleware development, product development and web-enablement of legacy applications in verticals like telecom, finance, healthcare, manufacturing, energy & utilities, retail & distribution, enablement of legacy Relentless exploration of technology horizons and a Global Delivery Model that is a judicious combination of onsite, offsite and offshore development, offer a complete range of high-ROI business solutions spanning the consulting, technology, operations and process outsourcing value chain.
We are committed to providing solutions that are simple to use and cost-effective, that meet the specific set of needs defined, and that are adaptable to meet future needs.
Our aim is to work in partnership with our clients to deliver innovative and tailored solutions. Listening to and understanding your issues To deliver benefit—rapidly—to our clients. To create a unique customer focus, both in our relationships with our clients and in our approach. To use our world beating, innovative applications and methodologies to deliver high business value to our clients. Attaining senior level commitment to your project. Collaborative working and transparency. Building the right team for the job. Regular communication and documentation. Respecting the knowledge and experience of your staf.
We are committed to providing solutions that are simple to use and cost-effective, that meet the specific set of needs defined, and that are adaptable to meet future needs.
Our aim is to work in partnership with our clients to deliver innovative and tailored solutions. Listening to and understanding your issues To deliver benefit—rapidly—to our clients. To create a unique customer focus, both in our relationships with our clients and in our approach. To use our world beating, innovative applications and methodologies to deliver high business value to our clients. Attaining senior level commitment to your project. Collaborative working and transparency. Building the right team for the job. Regular communication and documentation. Respecting the knowledge and experience of your staf.
We regret to inform you that this job opportunity is no longer available as it has expired
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