SDE IV (ML Engineering)

Posted 6 Days Ago
Be an Early Applicant
Lucknow, Uttar Pradesh, IND
In-Office
Senior level
AdTech • Cloud • Marketing Tech
The Role
Build and operate a global data platform serving petabyte-scale batch and streaming workloads. Responsibilities include integrating Spark, Flink, Airflow, Iceberg, Kubernetes, and cloud infrastructure; optimizing performance and resource utilization; developing observability and data quality frameworks; supporting multi-region scalability and fault tolerance; and implementing governance, orchestration, CI/CD, and reproducible infrastructure deployments.
Summary Generated by Built In

InMobi Advertising is a global technology leader helping marketers win the moments that matter. Our advertising platform reaches over 2 billion people across 150+ countries and turns real-time context into business outcomes, delivering results grounded in privacy-first principles. Trusted by 30,000+ brands and leading publishers, InMobi is where intelligence, creativity, and accountability converge. By combining lock screens, apps, TVs, and the open web with AI and machine learning, we deliver receptive attention, precise personalization, and measurable impact.

Through Glance AI, we are shaping AI Commerce, reimagining the future of e-commerce with inspiration-led discovery and shopping. Designed to seamlessly integrate into everyday consumer technology, Glance AI transforms every screen into a gateway for instant, personal, and joyful discovery.  Spanning diverse categories such as fashion, beauty, travel, accessories, home décor, pets, and beyond, Glance AI delivers deeply personalized shopping experiences. With rich first-party data and unparalleled consumer access, it harnesses InMobi’s global scale, insights, and targeting capabilities to create high impact, performance driven shopping journeys for brands worldwide.

Recognized as a Great Place to Work, and by MIT Technology Review, Fast Company’s Top 10 Innovators, and more, InMobi is a workplace where bold ideas create global impact. Backed by investors including SoftBank, Kleiner Perkins, and Sherpalo Ventures, InMobi has offices across San Mateo, New York, London, Singapore, Tokyo, Seoul, Jakarta, Bengaluru and beyond.

At InMobi Advertising, you’ll have the opportunity to shape how billions of users connect with content, commerce, and brands worldwide. To learn more, visit www.inmobi.com

What you'll do

  • Turn the Data Scientist's findings into production systems: finetuning/distillation pipelines, routing algorithms, cost-optimization logic
  • Build data pipelines and platform components as owned products with real interfaces, not one-off scripts
  • Own the engineering rigor of shared evaluation infrastructure so both model work and algorithm work rely on the same trusted foundation
  • Ship, monitor, and iterate on what's in production, closing the loop back to the Data Scientist on what's working

What we're looking for

  • Strong software/ML engineering fundamentals — production code quality, comfort building and shipping pipelines and services
  • Genuine willingness to learn model finetuning and distillation on the job — prior experience is a plus, not a requirement
  • Algorithmic thinking for routing/optimization problems under cost, latency, and non-determinism constraints
  • Comfortable working from someone else's analysis rather than always originating the “what should we build” question

                               

The InMobi Culture

At InMobi, culture isn’t a buzzword; it's an ethos woven by every InMobian, reflecting our diverse backgrounds and experiences.

We thrive on challenges and seize every opportunity for growth. Our core values — thinking big, being passionate, showing accountability, and taking ownership with freedom — guide us in every decision we make.

We believe in nurturing and investing in your development through continuous learning and career progression with our InMobi Live Your Potential program.

InMobi is proud to be an Equal Employment Opportunity employer and is committed to providing reasonable accommodations to qualified individuals with disabilities throughout the hiring process and in the workplace.

Visit https://www.inmobi.com/company/careers to better understand our benefits, values, and more!

Skills Required

  • 7-10 years building, optimizing, and operating production data platforms
  • Deep data engineering fundamentals, including data modeling, partitioning strategies, and query optimization
  • Production experience with Spark, PySpark or Scala, Flink, and performance tuning at petabyte scale
  • Experience with Iceberg, Polaris, schema evolution, and time travel
  • Airflow DAG development, dependency management, and SLA monitoring
  • DBT modeling, testing, documentation, and incremental builds
  • Data quality frameworks, validation, and drift detection
  • Velox and Gluten integration with Parquet or ORC columnar formats
  • OpenMetadata, data lineage tracking, and access control
  • Kubernetes platform development, including Spark or Flink operators, Yunikorn, multi-tenancy, and autoscaling
  • GKE multi-region clusters, GCS object storage, and hybrid cloud or on-premises architecture
  • Programming experience with Python, PySpark, and Scala
  • Terraform, Helm, and GitOps for reproducible deployments
  • Automated testing and deployment pipelines for data platform components
  • Experience building cloud data platforms or control planes
  • Advanced observability using Prometheus, Grafana, Loki, or Firehydrant
  • Real-time streaming experience with Kafka, exactly-once semantics, and backpressure handling
  • Cost optimization involving resource allocation, query optimization, and storage tiering
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The Company
HQ: Bengaluru
1,516 Employees
Year Founded: 2007

What We Do

InMobi is the world's leading Marketing Cloud, driving real connections between brands and consumers. We create new paths for brands to understand, identify, engage and acquire consumers by leveraging our exclusive access to mobile intelligence and technology platforms. As a leading technology company founded in 2007, InMobi has been recognized as a 2019 CNBC Disruptor 50 company and as Fast Company's 2018 Most Innovative Companies. For more information, visit inmobi.com Driving Real Connections. InMobi helps brands connect with consumers in ways that matter.

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