Senior Lead Engineer

5 days ago

Hyderabad, Telangana, India Carrier Full time
Job Title: Senior Lead Engineer - Analytics QA

Carrier Global Corporation is seeking a highly skilled Senior Lead Engineer - Analytics QA to join our team. As a key member of our Engineering HVAC Product Analytics team, you will work closely with Data Analysts, AI/ML Specialists, Domain Experts, Digital Team, and Product Managers to evaluate, implement, and maintain best practices in model/software quality assurance and continuous improvement.

Key Responsibilities:
  • Review design and functional specifications/Algorithms created by Data Analytics, AI/ML Engineers, and Domain Experts to understand analytics for predictive maintenance.
  • Create and review Test scenarios, Test cases, and Test Automation/Frameworks.
  • Oversee software/Analytics model quality process, leading continuous process improvement to align with rapidly evolving industry, striving for optimized effectiveness and efficiency.
  • Conduct thorough reviews of Physics/Data Driven/ML model outputs and ensure alignment with expected results.
  • Coordinate with Digital vertical for data pipelines development for live data streams, monitor the dataflow pipelines, and validate the deployed analytics algorithms in cloud environment.
  • Use Python to test ETL frameworks, Data Pre/Post processing, API interactions, and generated insights and reports after the Analytics deployment in cloud platform.
  • Generate and report quality/performance metrics, test results, and status reports to stakeholders.
  • Communicate effectively with development, product management, and aftermarket teams on quality-related matters.
Requirements:
  • BE/ME or BTech/MTech - Electronics or BE/BTech in Electronics or ME/MTech in Computer Science with 6+ years of experience in below areas:
  • Understanding of Data Science Concepts and AI/ML-based analytics techniques.
  • Strong hands-on experience in Python, experience in the development of automation scripts in Python.
  • Experience in working with Azure, AWS, and Lambda APIs, pipelines with AWS Glue jobs, Cloud watch, Amazon Redshift, and other stack services.
  • Hands-on experience using RDBMS SQL & NoSQL databases like Oracle, SQL Server, Snowflake, MongoDB, DynamoDB, etc.
  • Strong hands-on experience in Advanced Excel & VB Scripts.
  • Experience with Docker and Kubernetes.
  • Solid knowledge of software quality operating procedures and SOP development and tools such as JIRA, Confluence, GitHub.
  • Experienced in DevOps tools for Continuous Integration and Continuous Deployment.
  • Excellent verbal & written communication skills as well as presentation skills, need to be a critical thinker and a self-starter.
Preferred Skills:
  • Experience in developing visualizations using Power BI, experience in Power Query & Power Automate.
  • ML frameworks and libraries knowledge (TensorFlow, Spark, PyTorch, mlpack).
  • Ability to build/maintain MLOps pipelines.
Carrier's Commitment:

Carrier Global Corporation is committed to creating solutions that matter for people and our planet for generations to come. We strive to provide a great place to work that attracts, develops, and retains the best talent, promotes employee engagement, fosters teamwork, and ultimately drives innovation for the benefit of our customers.

We are an equal opportunity/affirmative action employer and welcome applications from diverse candidates.

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