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HiLabs - Lead/Senior Software Development Engineer - Test - Automation Testing (5-10 yrs)

5-10 years

HiLabs - Lead/Senior Software Development Engineer - Test - Automation Testing (5-10 yrs)

HiLabs

posted 2mon ago

Job Description

Job Summary :

We are seeking a Lead/Senior Software Development Engineer in Test (SDET) with 5-10 years of experience to drive quality assurance for cutting-edge AI, ML, and data-driven software solutions.

In this role, you will be responsible for designing, developing, and maintaining automated testing frameworks to ensure the reliability, accuracy, and scalability of our AI/ML models, data pipelines, and APIs.

You will play a key role in validating data quality and integrity, leveraging your expertise in data testing, SQL, Snowflake, and tools such as Python, Selenium, NumPy, Pandas and Teradata.

Candidates with immediate availability are preferred.

Key Responsibilities :

- Lead test automation efforts for AI/ML-driven projects, ensuring comprehensive coverage across data pipelines, models, and APIs.

- Collaborate with AI/ML engineers, data engineers, data scientists, and development teams to understand business requirements and ensure robust data validation and test coverage.

- Design and execute testing strategies with a focus on verifying the performance, accuracy, and scalability of AI/ML models and data solutions.

- Develop and implement automated test frameworks for both functional and performance testing, with a focus on data quality, model accuracy, and API reliability.

- Create and execute data validation tests across large datasets using SQL, Snowflake, and data analysis libraries like Pandas and NumPy.

- Contribute to manual regression testing efforts, executing manual test cases to verify functionality, identify defects, and ensure that new features do not introduce any bugs/issues in AI/ML models and data solutions.

- Ensure the integrity of API-based integrations by designing and running thorough API tests using tools like Postman, Swagger, and RestAssured.

- Work closely with data engineering teams to monitor and validate data pipelines in Snowflake and other databases, ensuring consistency and correctness.

- Contribute to the continuous improvement of the CI/CD pipeline, enabling automated testing and deployment of AI/ML models and data solutions.

- Analyze test results, identify patterns in data inconsistencies, document defects, and collaborate with development teams for efficient resolution.

- Advocate for test-driven development (TDD) and behaviour-driven development (BDD) in AI/ML and data projects.

Desired Profile :

Education : Bachelor's degree in computer science or a related field, or equivalent experience.

Experience : 5-10 years of hands-on experience in test automation, particularly in data-driven environments with AI/ML applications.

Technical Skills :

- Proficiency in Python, especially for test automation and data analysis.

- Hands-on experience with data validation, especially using SQL and Snowflake.

- Strong expertise in web, API, and database testing with tools like Selenium WebDriver, TestNG, RestAssured, JDBC, and Maven.

- Familiarity with AI/ML model testing, ensuring models meet expected accuracy and performance benchmarks.

- Experience with ETL processes and validating large datasets across complex data pipelines.

- Strong understanding of API testing methodologies and tools like Postman, Swagger, and RestAssured along with UNIX commands.

- Proficiency in CI/CD integration, version control systems like Git, Jenkins, and test management tools such as JIRA, Zephyr, or QC/ALM.

- Hands-on experience with SQL and writing complex queries for data validation.

- Familiarity with web services (HTML, XML, SOAP, JSON, REST) and testing technologies like JUnit.

- Experience in performance testing for data-heavy applications.

Preferred Skills :

- Experience in AI/ML model lifecycle management and testing, including testing model outputs and versioning.

- Healthcare domain expertise, particularly in the context of AI/ML applications and data-driven projects.

- Experience with Agile/Scrum methodologies and tools like JIRA and Confluence.

- Background in the US healthcare industry, especially with AI-driven solutions


Functional Areas: Software/Testing/Networking

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What people at HiLabs are saying

1.0
 Rating based on 1 Senior Software Development Engineer review

Likes

Competitive Salary

Dislikes

Lack of innovation. Inexperience Management. No proper process for anything. Legacy way of working. Treating employees as labour. Need to attend late night call on daily basis. Lack of professionalism. Poor code quality and practices. Very less Cloud adoptability.

  • Salary - Bad
  • +6 more
Read 1 Senior Software Development Engineer review

Senior Software Development Engineer salary at HiLabs

reported by 4 employees with 5-11 years exp.
₹26 L/yr - ₹42 L/yr
112% more than the average Senior Software Development Engineer Salary in India
View more details

What HiLabs employees are saying about work life

based on 30 employees
56%
93%
58%
100%
Strict timing
Monday to Friday
No travel
Day Shift
View more insights

HiLabs Benefits

Submitted by Company
Free Food
Health Insurance
Submitted by Employees
Work From Home
Free Transport
Child care
Gymnasium
Cafeteria
Free Food +6 more
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HiLabs Pune Office Location

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Pune, Maharashtra Office
World Trade Centre, Tower 4, Level 2, Kharadi, Pune 411014, Maharashtra, India Pune, Maharashtra
411014

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