14 hours ago
Bengaluru, IndiaMid Level
Responsibilities
- Design, train, deploy, and maintain machine learning models and production ML services.
- Build APIs, microservices, backend features, data ingestion pipelines, preprocessing workflows, and model-training systems.
- Develop scalable distributed data and model solutions for audience targeting and advertising products.
- Monitor production model performance using statistical methods and diagnose bugs and operational issues.
- Define and execute end-to-end ML solutions from ideation through delivery, including proofs of concept and full-scale features.
- Collaborate with data scientists, analytics, architects, product managers, and other cross-functional teams.
- Improve scalability, reduce bugs and costs, and contribute to project deadlines and deliverables.
Requirements
- Bachelor's degree with 4+ years or master's degree with 3+ years in Computer Science, Machine Learning, Data Science, or a related field.
- 2-5 years of development experience and strong coding ability in one or more programming languages.
- Proven experience developing and deploying machine learning models using Python and ML libraries such as TensorFlow, PyTorch, or scikit-learn.
- Experience with Java, Scala, Spark, data structures, algorithms, concurrency, multithreading, and performance-oriented programming.
- Experience with big data technologies, distributed systems, microservices architecture, and highly scalable production applications.
- Understanding of statistical methods, hypothesis testing, structured and unstructured data, and mathematical foundations in statistics and linear algebra.
- Preferred experience building recommendation, ranking, personalization, advertising, behavioral-targeting, or ad-relevance systems.
- Familiarity with SQL, data warehousing, distributed data, big data analytics, and data-driven products.
- Hands-on Databricks experience and experience deploying applications on public cloud platforms such as Azure or GCP are preferred.
- Strong communication, organization, collaboration, adaptability, attention to detail, and ability to work independently in a fast-paced environment.
Benefits
- Opportunity to work on innovative machine-learning products impacting millions of users.
- Work alongside AI/ML talent in a collaborative environment and help shape new product lines.
- Continuous learning and career progression through the InMobi Live Your Potential program.
- Equal Employment Opportunity employer with reasonable accommodations available for qualified individuals with disabilities.
Tech Stack
Categories
About InMobi
InMobi builds a mobile advertising and consumer engagement platform for advertisers and publishers and operates Glance, a lock‑screen content and commerce service. It sells programmatic ad buying, monetization tools, and AI-driven personalization across apps, TVs, and the open web. Founded in 2007 and headquartered in Singapore, its ad network reaches over 2 billion people in 150+ countries and serves more than 30,000 brands.