BENGALURU · FULLTIME
ML Engineer - Customer Data & Analytics
Impelsys
Bengaluru · onsite · Posted 3d ago
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Undisclosed6–10 yrsfulltimeBengaluru
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Section · 01
About this role
About Us
We are growing our Data & AI practice, which delivers cloud data platforms, data modernisation and migration, analytics and AI-enabled engineering for global enterprise clients. You will work in cross-functional teams on long-term engagements, using modern cloud technologies and AI-assisted engineering practices. Location: Offshore (India) Full-time.
Role Summary Builds and runs production ML on customer data - identity resolution, propensity and scoring models - with MLOps discipline.
Experience Level Total experience Relevant experience (must) ML Engineer 6-10 years 3+ years applied ML / entity resolution; 2+ years production ML on AWS Roles & Responsibilities - Build identity resolution / record matching (deterministic and probabilistic)
- Develop propensity, engagement and scoring models
- Productionise models as batch pipelines; set up registry, monitoring and retraining
- Measure model quality (precision / recall, drift) and explain results to business
- Work with data engineers on features, performance and cost
- Python, PySpark, statistics
- Entity resolution tools (Splink, Zingg, AWS Entity Resolution or equivalent)
- ML on AWS (SageMaker or Spark ML)
- MLOps tooling (MLflow or equivalent)
- Marketing analytics / lead scoring
- MDM
- Feature stores
- GenAI / LLM applications
Clear communication with remote client stakeholders across time zones; Comfortable using AI coding and productivity tools, and reviewing AI-generated work critically; Agile ways of working; ownership and accountability. Certifications: AWS Certified Machine Learning Engineer / Specialty (plus).
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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.
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Section · 02
Skills
AgileEngineering Leadamazon web servicesMonitoringData AnalyticsMarketing AnalyticscodingAnalytics LeadPythonMachine Learning
Section · Company
About Impelsys
Impelsys
IT Services & Consulting
960
employees
2001
25 years old
Bangalore/Bengaluru, Karnataka
India
₹11.1L PA avg
Avg at Impelsys
About
Impelsys is a leading provider of innovative technology solutions that empower organizations across the globe become digital-first, data driven intelligent enterprises. Our services include Data and Analytics, Cloud, AI/ML Platforms and Products, End-to-End Quality Assurance (QA), Custom Application Development, and Learning Solutions. Our diverse portfolio of solutions spans across enterprise business applications, digital publishing, professional development, point of care solutions, continuing education, marketplace applications, retail & ecommerce, analytics & business intelligence among others. We complement our solutions repertoire with services spanning QA, data analytics and management, cloud services, application support, digital marketing, eLearning, and content services.With more than 23 years of experience, 1100+ experts, and 2500+ tailormade solutions developed for nearly 300 customers worldwide, Impelsys impacts over 50 million people each month and has a global footprint with operations in the US, EU, and India.
Industries
IT Services & ConsultingInternet
Employee ratings
10 reviews
3.3/ 5
Culture
2.7
Career growth
2.5
Work-life
3.0
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