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Senior Data Scientist - Artificial Intelligence / Machine Learning

Senior Data Scientist - Artificial Intelligence / Machine Learning

SkyleafMumbai
30+ days ago
Job description

Responsibilities :

  • Design, develop, and maintain backend services and APIs to support AI / ML applications at scale.
  • Productionize ML and deep learning models, ensuring efficiency, reliability, and low-latency inference.
  • Build scalable microservices and REST / gRPC APIs for deploying AI solutions in enterprise environments.
  • Optimize AI model serving using frameworks such as TensorRT, ONNX Runtime, Triton Inference Server, or FastAPI.
  • Implement MLOps practices including model versioning, monitoring, and automated deployments.
  • Collaborate with AI researchers, data scientists, and product managers to translate prototypes into production-ready systems.
  • Ensure robustness, fault tolerance, and security in backend AI systems.
  • Integrate AI services with enterprise data platforms, cloud systems, and third-party APIs.
  • Contribute to architecture discussions, design reviews, and performance tuning.
  • Mentor junior engineers and contribute to best practices in AI software & Experience requirements :
  • Bachelors degree with at least 7 years of experience or Masters with at least 4 years of experience in Computer Science, Software Engineering, Data Science, or related fields.
  • Preferred to have degree from a Tier-1 / 2 institute (IIT / IISc / NITs if studied in India) or a globally top-ranked university (as per Requirements :
  • Strong proficiency in Python and backend frameworks (FastAPI).
  • Expertise in Prompt engineering and working with various LLMs.
  • Experience in productionizing AI / ML models with efficient inference pipelines.
  • Hands-on experience with model deployment frameworks (Triton, TensorRT, TorchServe, ONNX Runtime).
  • Knowledge of cloud platforms (Azure, GCP) and container technologies (Docker).
  • Strong experience with microservices architecture, CI / CD pipelines, and monitoring tools (Prometheus, Grafana).
  • Familiarity with databases (SQL / NoSQL) and scalable data storage solutions.
  • Exposure to LLMs, SLMs, and GenAI model integration into backend systems is a strong plus.
  • Understanding of security, authentication, and performance optimization in large-scale systems.
  • Experience with version control (Git) and Agile development Requirements :
  • Excellent problem-solving skills and attention to detail.
  • Strong written and verbal communication skills in English.
  • Ability to work collaboratively in cross-functional teams.
  • Passion for building reliable backend systems that bring AI models into real-world impact.

(ref : hirist.tech)

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