Senior ML Engineer @ Grid Dynamics

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Senior ML Engineer

Grid Dynamics
3 - 5 years
Hyderabad
8 months ago
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Job Description

5+ years with Azure (ML pipeline components), Azure Databricks, Azure DevOps.

Proven experience of design and deployment of end-to-end ML pipelines.

Experience with building infrastructure for classic DS models and/or LLM/SLMs.

2+ years with orchestration (e.g., Kubeflow, Airflow, Azure Data Factory) and CI/CD for ML.

Experience deploying containerized ML solutions (e.g. Docker/Kubernetes).

Knowledge of model and data versioning (e.g. MLflow, DVC).

Knowledge of MLSecOps (security in the context of MLOps)

Experience with Infrastructure as a Code (e.g., Terraform, CloudFormation).

Essential functions

List of identified areas for improvements for existing PepsiCo project
Recommendation on:

MLOps practice

MLSecOps
Sample templates and pipelines
Recommendation on the infrastructure for:

Classic DS models

LLM solution, primarily focused on fine tuning SLM by domain
Recommendation on Data Strategy:

JIT access to data for the period of training with security guardrails (access, data masking, etc.)

Qualifications

Azure Databricks, Azure DevOps.
ML Ops
ML SecOps
Classic DS Model

Would be a plus

Knowledge of MLOps for LLM/SLM
Experience in ML system/architecture design (load balancing, caching, failover).
Knowledge in building scalable, resilient ML architectures.
Cross-team collaboration experience (data science, engineering, DevOps).
Experience with monitoring/logging for production models (e.g. Prometheus, Grafana, ELK stack).

We offer

Opportunity to work on bleeding-edge projects
Work with a highly motivated and dedicated team
Competitive salary
Flexible schedule
Benefits package - medical insurance, sports
Corporate social events
Professional development opportunities
Well-equipped office

Job Classification

Industry: IT Services & Consulting
Functional Area / Department: Engineering - Software & QA
Role Category: DevOps
Role: DevOps Engineer
Employement Type: Full time

Contact Details:

Company: Grid Dynamics
Location(s): Hyderabad

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Keyskills: System architecture orchestration JIT data science devops Architectural design Medical insurance Load balancing Monitoring

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Desired Industry (*):

Functional area / Department (*):

Enter Skills (key skills, subjects, technologies & roles to use in search)

Write briefly about yourself, your experience and education (*)

Attach ResumeMax 2.38 MB (RTF, PDF, DOC, DOCX formats only parsed)

Please, check the file size and type.

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Grid Dynamics

NextSphere is full-service custom application development firm that helps customers grow and keep up, in a constantly changing technology landscape. We at NextSphere develop and support business applications for customers in wide range of industries. We strive to work on projects where the NextSpher...

Senior ML Engineer @ Grid Dynamics

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