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Senior AI/ML Developer
2 weeks ago
Job Summary :
We are seeking a visionary and detail-oriented AI/ML Developer to join our team.
The ideal candidate will have a strong background in designing and deploying intelligent systems, with proven expertise in causal inference, and time-series modeling.
This role involves leading a small team of engineers and researchers to build production-grade AI solutions, architecting scalable systems, and collaborating cross-functionally to deliver enterprise-ready features.
Candidates with a strong software engineering foundation and a passion for ownership are highly desirable.
Key Responsibilities :
- Design, develop, and optimize ML algorithms for prediction, causal inference, and time-series forecasting.- Build and maintain graph-based models and knowledge graphs to support infrastructure-scale intelligence.
- Develop scalable ML pipelines for anomaly detection, reliability automation, and performance monitoring.
- Collaborate with backend, infrastructure, and product teams to integrate AI features into production systems.
- Analyze model outputs, troubleshoot performance issues, and deliver detailed insights and recommendations.
- Continuously improve ML frameworks and workflows to accelerate delivery and enhance model quality.
Required Skills :
- 5 to 8 years of experience in AI/ML development, with a strong focus on production-grade systems.- Hands-on expertise in prediction models, causal inference, and time-series algorithms.
- Experience working with graph databases (e.g., Neo4j, TigerGraph) and knowledge graph architectures.
- Proficiency in Python, with deep knowledge of PyTorch, TensorFlow, and related ML libraries.
- Strong understanding of cloud platforms (AWS, GCP, Azure) and deploying ML solutions at scale.
- Familiarity with MLOps, model monitoring, and performance optimization.
- Excellent analytical and problem-solving skills, with strong communication and team collaboration abilities.
