Sr Advanced Software Engr
Honeywell
Bengaluru, Karnataka, India
Posted on Oct 10, 2025
Sr Advanced Software Engr
Bengaluru, Karnataka, India (On-site)
Responsibilities
- Proficient in Python programming.
- Strong understanding of machine learning concepts and principles.
- Ability to articulate and document test cases for analytic machine learning algorithms based on project requirements.
- Conduct manual testing for analytics algorithms to ensure functionality and performance.
- Ability to design the synthetic data for testing the algorithms and models
- Simulate real time data set and find the breaking point or weakness in the algorithm / models
- Strong knowledge in testing the models and providing recommendations
- Knowledgeable in data analytics and data engineering processes that facilitate data preparation for testing phases.
- Solid understanding of key performance metrics and evaluation criteria relevant to machine learning testing.
- Experience in conducting functional, integration, and regression testing to verify the accuracy and robustness of machine learning models.
- Capable of preparing comprehensive test reports, including accuracy analysis and user interface testing results.
- Demonstrated skills in evaluating machine learning models and developing effective test cases for model assessment.
- Design and implement detailed testing strategies for machine learning and generative AI applications, ensuring high standards of quality and performance.
- Employ logical reasoning to analyze the strengths and weaknesses of various testing solutions and methodologies in the context of AI systems.
- Develop and implement automated testing frameworks for AI models using programming languages, including Python and C#.Net.
- Collaborate effectively with cross-functional teams, including data scientists and software developers, to define testing requirements and ensure alignment with expected outcomes of AI features.
- Experience working with substantial datasets stored in relational and document databases, such as PostgreSQL and MongoDB, to validate data integrity and operational performance.
- Ensure the reliability and robustness of AI solutions through rigorous unit and integration testing, with a focus on edge cases and usability assessments.
Required Skills
Skill: Reliability Fault Models
About Us
Honeywell helps organizations solve the world's most complex challenges in automation, the future of aviation and energy transition. As a trusted partner, we provide actionable solutions and innovation through our Aerospace Technologies, Building Automation, Energy and Sustainability Solutions, and Industrial Automation business segments – powered by our Honeywell Forge software – that help make the world smarter, safer and more sustainable.
Job Info
- Job Identification 120047
- Job Category Engineering
- Posting Date 10/06/2025, 01:44 PM
- Job Schedule Full time
- Locations HW Camp II,Bldgs 9A&9B,Plot C2,RMZ Ecoworld,Varturhobli, Bangalore, KA, 560103, IN (On-site)
- Hire Eligibility Internal and External
- Relocation Package None
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