Senior Machine Learning Engineer - Recommender Systems | $ 90K-$150K
CareerXperts Consulting
5 - 10 years
Bengaluru
Posted: 05/02/2026
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Job Description
Role Overview:
Operate at the intersection of classical ML, large-scale recommendation systems, and agentic AI , building and deploying intelligent systems for personalized experiences and next-gen autonomous AI workflows.
Key Responsibilities:
- Design and develop large-scale recommendation systems using ML, statistical modeling, ranking algorithms, and deep learning.
- Build, operate, and monitor ML models on high-volume, diverse datasets for personalization, prediction, and content understanding.
- Develop rapid experimentation workflows to validate hypotheses and measure real-world impact.
- Build and experiment with agentic AI systems to autonomously improve workflows, tune hyperparameters, and optimize model performance.
- Apply LLMs, embeddings, RAG architectures, and multimodal generative models for semantic understanding and user preference modeling.
- Design intelligent agents to automate repetitive decision-making and feature selection.
- Collaborate with Product, Engineering, UX, and Business teams to integrate ML and AI features into user experiences.
- Contribute to thought leadership through internal tech talks, blogs, and industry events.
Required Skills & Experience:
- 6+ years in ML, recommendation systems, and personalization .
- Expertise in classical ML, deep learning, NLP, reinforcement learning, and time-series modeling .
- Hands-on experience with LLMs, RAG, generative models, and agentic AI workflows .
- Proficient in Python, PyTorch/TensorFlow, R, NumPy, SciPy .
- Experience with big data ecosystems (Spark, Hadoop) and cloud platforms (AWS, GCP, Azure).
- Strong problem-solving, experimentation mindset, and cross-functional collaboration skills.
Preferred Qualifications:
- Masters or PhD in Computer Science, Statistics, Mathematics, Analytics, or related fields.
- Familiarity with privacy-preserving ML and identity-less ecosystems .
- Excellent communication skills to simplify complex technical concepts.
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