PS

Senior Associate L2 - DS-AI & Machine Learning

Publicis sapient

a year ago

1 - 3 years

Hybrid

Bangalore Rural, Karnataka, Karnataka, India

  • Employ data-centric methodologies to improve model accuracy and responsiveness by curating high-quality datasets and optimizing real-time performance
  • Python

    JAVA

    R programming

    docker

    Kubernetes

    Job description & requirements

    • As a Senior Data Scientist specializing in Generative AI, you will:
    • Shape Next-Generation Solutions: Partner with cross-functional teams to design and implement AI-driven systems that transform user experiences and streamline business processes.
    • Enhance AI Through Data: Employ data-centric methodologies to improve model accuracy and responsiveness by curating high-quality datasets and optimizing real-time performance.
    • Finetune Industry-Specific Gen AI Models: Adapt and fine-tune large language models for domain-specific applications using advanced techniques like instruction tuning, domain adaptation, and reinforcement learning from human feedback (RLHF).
    • Develop Intelligent AI Agents: Architect and refine AI agents that solve complex business challenges, leveraging LLMs to deliver personalized, user-centric solutions.
    • Advance Generative AI Applications: Innovate with cutting-edge generative AI models such as LLM, VLM, GANs, and VAEs to create tailored applications for dynamic content creation, predictive analytics, and enhanced automation.
    • Scale AI with Cloud Technology: Deploy and scale LLM-based solutions on platforms like GCP, AWS and Azure to address real-world business problems with precision and efficiency.

    Qualifications

    Your Skills & Experience:

    • Bachelor s degree in computer science, data science, mathematics, or a related field.
    • At least two years experience as a machine learning engineer.
    • Advanced proficiency with Python, Java, and R code writing.
    • Extensive knowledge of ML frameworks, libraries, data structures, data modeling, and software architecture.
    • In-depth knowledge of mathematics, statistics, and algorithms.
    • Superb analytical and problem-solving abilities. Set Yourself Apart With:
    • Experience in Docker, Kubernetes, Kubeflow, MLflow, DVC, Cloud platforms
    • ML Model deployments and serving
    • Model Monitoring, Management and Governance
    • ML Feature Store and Artefact Store
    • Orchestration and ML Pipelines Benefits of Working Here:


    Experience :

    1 - 3 years

    Job Domain/Function :

    Machine Learning

    Job Type :

    Hybrid

    Employment Type :

    Full Time

    Number Of Position(s) :

    1

    Educational Qualifications :

    Bachelor of Engineering

    Location :

    Bangalore, Karnataka, India, Bangalore Rural, Karnataka, India

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    Publicis sapient

    At Publicis Sapient, we help companies and the public sector keep up with the pace of technological, societal and cultural change all while meeting the ever-evolving demands and expectations of their customers. How? By elevating customer experiences, modernizing organizations and unlocking value through technology and data. From ideation to implementation, we help set bold but achievable visions for digital transformation and empower our partners with true speed and agility.

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