Data Driven Operations Specialist

2 weeks ago

India beBeeMachine Full time ₹ 5,00,000 - ₹ 8,00,000
Senior Machine Learning Operations Engineer

We are seeking a highly skilled Senior Machine Learning Operations Engineer to join our team. This individual will be responsible for the productionization of machine learning models, ensuring resilient services with clear service level objectives (SLOs), runbooks, and fast, safe rollbacks.

  • Key Responsibilities:
  • Own productionizing models from tracked experiments to governed releases.
  • Build automation-first delivery: reproducible builds, layered tests, and environment promotion via GitLab CI and Terraform-based infrastructure as code.
  • Engineer scalable serving: batch and real-time inference on EKS/ECS/Lambda and Databricks Model Serving with probes, autoscaling, and canary/blue-green deployments.
  • Instrument end-to-end observability (data, model, system); detect drift/regressions; lead incidents and post-mortems that drive durable fixes.
  • Partner across teams to translate requirements into designs, Architecture Decision Records (ADRs), and change plans; balance security, privacy, cost, and performance tradeoffs.
  • Continuously reduce toil through automation, optimize model/GPU/LLM cost, and evolve templates/playbooks for repeatable delivery.
Requirements
  • Qualifications:
  • Bachelor's degree in Computer Science, Engineering, Data Science, or a related field and 3+ years of relevant experience as outlined in the key responsibilities; or High School Diploma/General Education Degree and 6+ years of relevant experience as outlined in the key responsibilities in lieu of Bachelor's Degree.
  • 3+ years operating ML systems in production (MLOps).
  • Experience with Python for ML engineering (packaging, typing, testing, performance)
  • Experience developing GitLab CI for ML/GenAI (multi-stage pipelines, artifacts, evaluation/security gates) and Terraform for ML/GenAI (reusable modules, drift detection); secure packaging & containerization.
  • Experience deploying and operating compute for ML (EKS/ECS/Lambda), and secure data access patterns (S3/VPC/IAM/KMS, private endpoints)
  • Experience implementing MLflow tracking, model registry & governed promotion, packaging & deployment to multi-target runtimes.
  • Experience operating real-time + batch/streaming inference workloads, ML observability, layered testing (unit/integration), workflow orchestration, and cost optimization.
  • Experience designing and implementing IAM least-privilege, secrets/key management for CI/CD pipelines; privacy and compliance awareness.
Preferred Qualifications
  • Advanced GitLab CI (dynamic child pipelines, components, cross-project triggers, security scans, compliance gates).
  • Advanced Terraform (policy-as-code, gated plan/apply, environment promotion).
  • Advanced real-time serving (multi-tenant routing, dynamic model loading) and SLO-driven rollback/automation.
  • Databricks governance (Unity Catalog, lineage) and feature platform approval/reuse workflows.

  • Data Analyst

    3 weeks ago

    India Quant-data Full time

    We're Hiring: Data Analyst (Credit Analytics | Remote | Full-Time) Leverage financial and credit data to power AI-driven lending solutions We are seeking a skilled Data Analyst (Credit Analytics) with 4+ years of experience to join our AI-driven lending platform team . In this role, you will analyze financial, customer, and transaction datasets ,...

  • Data-Driven Technology Specialist

    2 weeks ago

    India beBeeCustomer Full time ₹ 8,00,000 - ₹ 12,00,000

    Job Description">We are seeking a detail-oriented and data-driven professional to own our sales and customer success technology stack. Our team is growing rapidly, and we need someone who can create order out of chaos. The ideal candidate will be proficient in HubSpot (or similar CRMs) and have a passion for helping sales and success teams work...

  • Healthcare Data

    7 days ago

    India beBeeHealthcare Full time ₹ 6,00,000 - ₹ 8,00,000

    Job Title: Healthcare Data & Operations SpecialistJob Description:We are seeking an experienced Healthcare Data & Operations Specialist to bring expertise in clinic operations, EHR/EMR systems, billing, coding, and healthcare data management.This role involves managing end-to-end clinic workflows, including front desk, clerical tasks, patient assistance, and...

  • Data Driven Cloud Optimization Specialist

    2 weeks ago

    India beBeeCloudAnalyst Full time ₹ 1,04,000 - ₹ 1,30,878

    Job Title: Technical Business AnalystLocation: RemoteContract Term: 6 MonthsOverview:We are seeking a skilled professional to support EDP platform operations, data automation, cloud cost optimization, and infrastructure resiliency. The role will work closely with engineering, data, and vendor management teams to drive process improvement and cost...

  • Data Driven Business Leader

    2 weeks ago

    India beBeeAnalytical Full time ₹ 9,00,000 - ₹ 12,00,000

    The role of a senior analytics professional is multifaceted, requiring a unique blend of technical expertise, business acumen, and communication skills. In this position, you will be responsible for developing and implementing data-driven strategies that drive business growth and inform key decisions.Key Responsibilities:1. Data-Driven Decision Making:...

  • Data-Driven Revenue Growth Specialist

    2 weeks ago

    India beBeeDataDriven Full time ₹ 1,50,00,000 - ₹ 2,00,00,000

    Revenue growth hinges on the proficiency of sales teams. BigSpring AI is a practice engine that helps prepare professionals for their roles.About the RoleOur team is looking for a Product Engineer/Analytics Engineer who excels at the intersection of data engineering, product analytics, and commercial impact.This role plays a pivotal part in enabling...

  • Data-Driven Insights Professional

    2 weeks ago

    India beBeeAnalyst Full time ₹ 50,00,000 - ₹ 70,00,000

    Business Intelligence SpecialistWe are seeking a highly skilled and detail-oriented Business Intelligence Specialist to join our team.The ideal candidate will have a strong analytical mindset, excellent problem-solving skills, and the ability to work independently in a remote environment.This role involves analyzing large and complex datasets to identify...

  • Data Driven Operations Manager

    2 weeks ago

    India beBeeManager Full time ₹ 1,20,96,000 - ₹ 2,01,60,000

    Program Manager JobWe are seeking a seasoned program manager to lead initiatives and escalate management for the voice of customers in geospatial domains.As a Program Manager, you will drive programs by partnering with various teams to reduce delivery defects and improve operational efficiency. You will implement processes and mechanisms to effectively...

  • Data-Driven Business Strategist

    2 weeks ago

    India beBeeCommercial Full time ₹ 1,80,00,000 - ₹ 2,50,00,000

    We are seeking an expert in commercial analytics to join our team. As a key member of our organization, you will play a crucial role in driving business strategy and operations through data-driven insights.Your primary responsibility will be to execute advanced secondary data analytics projects addressing HCP and patient analysis, market dynamics, customer...

  • Specialist – Sales Analytics

    5 days ago

    Gurugram, India NTT DATA, Inc. Full time

    Job Description Make an impact with NTT DATA Join a company that is pushing the boundaries of what is possible. We are renowned for our technical excellence and leading innovations, and for making a difference to our clients and society. Our workplace embraces diversity and inclusion its a place where you can grow, belong and thrive. Your day at NTT...