Senior Lead, Data Engineer (AI/ML)
Job Description
Description /Preferred QualificationsOurEnterprise Analytics & Data Science team is at the forefront of transforming data into...
Job Description
Description
/Preferred QualificationsOurEnterprise Analytics & Data Science team is at the forefront of transforming data into actionable insights that drive strategic decisions across the organization. You will be working on Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) pipelines. You’ll help design, build, and evaluate AI systems that solve complex real-world problems at scale. We are acollaborative, cross-functional group of engineers, data scientists, analysts, and architects who value:
- Innovation : We embrace new technologies and encourage experimentation to solve complex business problems.
- Ownership : Every team member is empowered to take initiative and drive projects from concept to production.
- Transparency : We foster open communication, regular knowledge sharing, and inclusive decision-making.
- Continuous Learning : We support professional development through certifications, tech talks, and hands-on learning.
- Impact : Our work directly influences enterprise-wide initiatives, from customer experience to operational efficiency.
- Software Development: Design, develop, and maintain applications using modern programming languages such as Python, C#, and JavaScript.
- API & Microservices: Implement RESTful APIs and microservices to deliver scalable solutions.
- Cloud Solutions: Architect, build, and deploy secure, high-performing applications on the Azure platform.
- Data Engineering: Develop and optimize data pipelines leveraging Azure Data Factory, Synapse Analytics, and related services.
- Database Management: Work with SQL/NoSQL databases and data lakes to enable efficient data processing.
- Collaboration : Partner with product managers, architects, and cross-functional teams to translate business requirements into technical solutions.
- System Architecture: Contribute to architectural decisions ensuring scalability, fault tolerance, and security.
- Distributed Systems: Apply best practices in event-driven and distributed system design.
- Machine Learning: Build and deploy ML models using Azure Machine Learning, Cognitive Services, and OpenAI APIs.
- MLOps: Implement workflows for model monitoring, retraining, and lifecycle management.
- CI/CD: Set up and maintain pipelines using Azure DevOps or GitHub Actions.
- Performance Optimization: Continuously improve application performance, scalability, and reliability.
- Cloud Governance: Ensure adherence to best practices in security, monitoring, and cost optimization.
- Mentorship: Guide junior engineers through code reviews and architectural discussions.
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6+ years of professional software development experience.
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3+ years of hands-on experience with Microsoft Azure services, including:
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Data & Storage: Azure SQL, Cosmos DB, Azure Storage
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Compute & App Hosting: Azure App Services, Azure Functions, Azure Kubernetes Service (AKS)
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Security & Monitoring: Azure Key Vault, Azure Monitor, Application Insights
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Strong backend development expertise in Python, Node.js, or Go.
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Proficiency in Python (with AI/ML focus), C#, and JavaScript.
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Solid understanding of RESTful API development, authentication mechanisms, and microservices architecture.
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Experience with cloud platforms (Azure preferred; AWS or GCP a plus).
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Hands-on knowledge of CI/CD pipelines and Infrastructure as Code (IaC) using ARM templates, Bicep, or Terraform.
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Skilled in working with SQL and NoSQL databases.
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Familiarity with containerization and orchestration tools (Docker, Kubernetes).
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Strong problem-solving abilities and capability to work independently in remote or hybrid environments.
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Comfortable in fast-paced, collaborative settings.
- Microsoft Certified: Azure Solutions Architect Expert or Azure Developer Associate.
- Experience with OpenAI, Hugging Face, LangChain for conversational AI and RAG systems.
- Understanding of multi-agent architectures and ensemble strategies.
- Exposure to Agile/Scrum methodologies and tools like Jira or Azure Boards.
- Contributions to open-source projects or technical blogs.
You’ll be joining a team that believes inbuilding with purpose , where engineering excellence meets data-driven strategy.
Key Responsibilities:
Required Qualifications:
Experience:
Technical Skills:
Additional Competencies:
Preferred Qualifications:
Minimum Qualifications
Doctorate (Academic) Degree and related work experience of 3 years; Master's Level Degree and related work experience of 6 years; Bachelor's Level Degree and related work experience of 8 years
Be aware of potentially fraudulent job postings or suspicious recruiting activity by persons that are currently posing as KLA employees. KLA never asks for any financial compensation to be considered for an interview, to become an employee, or for equipment. Further, KLA does not work with any recruiters or third parties who charge such fees either directly or on behalf of KLA. Please ensure that you have searched for legitimate job postings. KLA follows a recruiting process that involves multiple interviews in person or on video conferencing with our hiring managers. If you are concerned that a communication, an interview, an offer of employment, or that an employee is not legitimate, please send an email to to confirm the person you are communicating with is an employee. We take your privacy very seriously and confidentially handle your information.
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