Manager - DS-AI & Machine Learning

Publicis Sapient

5 - 8 years

Bangalore

Posted: 8/10/2023

Job Description

Your Impact:


  • Provide strategic direction and overseeing the execution of machine learning initiatives to address specific business needs.
  • Lead and manage a team of Machine Learning Engineers in designing, developing, and implementing machine learning models.
  • Collaborate with cross-functional teams to understand business requirements and strategize innovative solutions.
  • Oversee the collection, preprocessing, and analysis of large datasets to identify patterns, trends, and relationships for training machine learning models.
  • Guide the selection and implementation of machine learning algorithms and models, including feature engineering, optimization, and evaluation.
  • Ensure the development and maintenance of robust, scalable, and reusable code, with proper version control.
  • Establish and enforce MLOps best practices to streamline the development, deployment, and monitoring of machine learning models in production environments


Qualifications

Your Skills & Experience:


  • Bachelor’s or master’s degree in computer science, engineering, statistics, or a related field, with a focus on machine learning or artificial intelligence.
  • At least five years of experience as a Machine Learning Engineer or a related role, with a proven track record of leading and managing teams.
  • Demonstrated expertise in developing and deploying machine learning models and implementing MLOps best practices.
  • Strong programming skills in languages such as Python, R, or Java, with experience in machine learning libraries like TensorFlow, Keras, or PyTorch.
  • Proficiency in developing and executing strategic plans, aligning team and project goals with overall business objectives and priorities.
  • Experience in establishing and managing partnerships with technology vendors, service providers, and other external stakeholders to support the delivery. Set Yourself Apart With:
  • 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 Pipeline


About Company

Publicis Sapient is a global digital transformation consulting company and the digital business transformation hub of Publicis Groupe with 20,000 people and over 50 offices worldwide. It was originally established as Sapient in Cambridge, Massachusetts in 1990. In 2015, Sapient became an Independent subsidiary of French multinational advertising firm Publicis, following a deal worth 3.7 billion dollars. It continues to remain headquartered in Boston Massachusetts and the leadership is retained. In 2016, the company merged two of its divisions, SapientNitro and Razorfish, to form SapientRazorfish, which was led by Alan Wexler. A few years later, in 2019, SapientRazorfish and Sapient Consulting were consolidated into one brand, Publicis Sapient, under the leadership of CEO Nigel Vaz.

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