AI Machine Learning Engineer
NCC Group · Pune · onsite · Posted 43d ago
Undisclosed8–13 yrsfulltimeSourced from
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About this role
Job Description - AI Machine Learning Engineer
SECTION A: POSITION SUMMARY
State the objective and purpose of the role.
Strong MLOps and production operations focus
Responsible for managing MLOps workflows, tools, and production support processes for ML solutions.
Ensure day-to-day stability, reliability, and performance of ML models and pipelines.
Manage model lifecycle controls, including versioning, lineage, reproducibility, monitoring, and goverce.
Develop incident handling, recovery, and escalation procedures for ML-related issues.
Support data quality, lineage tracking, and goverce practices across the ML lifecycle.
SECTION B: KEY RESPONSIBILITIES AND RESULTS
Indicate key responsibilities and performance indicators of this role.
For existing role, please indicate additional responsibilities in bold.
SECTION C: QUALIFICATIONS / EXPERIENCE / KNOWLEDGE REQUIRED
Indicate key knowledge and skills required for this role to perform the tasks to a satisfactory level. To also specify a suitable level of qualification required (i.e. basic, advanced, or professional), where applicable.
1. Experience with MLOps processes and tools
2. Experience with SQL, Databricks, MLFlow and PowerBI/Tableau.
Technical / Professional Skills
Please provide at least 3
1. Hands-on experience with MLOps tools and cloud ML platforms such as MLflow, Databricks, Azure ML, or equivalent.
2. Strong SQL and data analysis skills for validation, troubleshooting, monitoring, and reporting.
3. Experience with model lifecycle management, including model registry, versioning, lineage, reproducibility, deployment tracking, and monitoring.
4. Familiarity with dashboards and alerting tools such as Power BI, Tableau, Databricks SQL dashboards, or equivalent.
5. Working knowledge of Git, CI/CD, scripting, and production support practices would be advantageous.
Non-Technical / Soft Skills 1. Analytical and pragmatic, with the ability to interpret goverce principles into implementation plans
2. Clear communicator who can explain complex technical risks and solutions to non-technical stakeholders
3. Self-driven and proactive, comfortable working in a fast-paced environment
Other Task-Specific Knowledge 1. Familiarity with ML and data development process in telco environment Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.
Sourced from naukri
Skills
data qualityScriptingmlflowMLOpsazure mlMl PipelinesML modelsdeploymentIncident HandlingDatabricksPower BiTableaucloudSQLoperationsProduction Operationsdata analysisMicrosoft AzureGITArtificial IntelligenceMachine Learning
About NCC Group
NCC Group
IT Services & Consulting
750
employees
1999
27 years old
Manchester
United Kingdom
₹5.7L PA avg
Avg at NCC Group
About
NCC Group offers global information assurance solutions, specializing in security testing and software verification to help organizations mitigate cyber risks effectively.
Industries
IT Services & Consulting
Employee ratings
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Culture
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