Tredence Inc.

Data Science Senior Manager

Pune, MH, IN

3 months ago
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Summary


Role description

Job Title: Senior Manager – Generative AI & Data Science


Job Summary:


We are seeking a highly experienced Senior Manager with a deep understanding of Generative AI, machine learning, and data science to lead our advanced AI initiatives. The ideal candidate will bring 12-15 years of experience in data science and AI, showcasing a proven track record of delivering high-impact solutions across multiple domains. As a Senior Manager, you will lead and mentor a team of data scientists, data engineers, and AI specialists while working closely with cross-functional teams to solve complex business challenges.


Key Responsibilities:



  • Lead and manage the design, development, and implementation of advanced AI/ML models, specifically focused on Generative AI, deep learning, and data-driven decision-making processes.

  • Drive AI and data science strategies across the organization, ensuring alignment with business goals and objectives.

  • Collaborate with business leaders and stakeholders to identify key opportunities for leveraging AI/ML and data science technologies to create innovative solutions and improve operational efficiency.

  • Lead and mentor a team of data scientists and AI engineers, fostering a culture of innovation, collaboration, and continuous learning.

  • Oversee the execution of end-to-end AI projects, from conceptualization to deployment, ensuring the delivery of high-quality, scalable solutions.

  • Develop and maintain models using techniques such as deep learning, natural language processing (NLP), reinforcement learning, and other advanced algorithms.

  • Manage and oversee data pipelines and architecture, ensuring data quality, security, and accessibility for AI/ML model development.

  • Present insights and results to senior executives, stakeholders, and clients, translating complex technical concepts into actionable business strategies.

  • Stay updated on the latest advancements in AI, machine learning, and data science trends, ensuring the company remains competitive in the evolving AI landscape.


Key Requirements:



  • Experience: 12-15 years of experience in data science, AI, and machine learning, with at least 5 years in a leadership role managing teams and delivering AI-driven business solutions.

  • Technical Expertise:


    • Strong expertise in Generative AI models (e.g., GANs, transformers) and hands-on experience with deep learning techniques.

    • Proficiency in machine learning frameworks such as TensorFlow, PyTorch, and Keras.

    • In-depth knowledge of data science concepts, including statistical modeling, predictive analytics, and feature engineering.

    • Experience with big data technologies (e.g., Hadoop, Spark) and cloud platforms (e.g., AWS, Azure, GCP).


  • Skills:


    • Strong leadership and people management skills, with experience in mentoring and guiding teams.

    • Excellent problem-solving and analytical skills, with the ability to tackle complex technical challenges.

    • Proven experience in translating technical solutions into business value and clear communication with non-technical stakeholders.

    • Expertise in data visualization tools (e.g., Tableau, Power BI, Matplotlib).


  • Soft Skills:


    • Strong communication and presentation skills.

    • Ability to work in a collaborative, fast-paced environment.

    • Strategic thinking and a results-oriented approach.



Preferred Qualifications:



  • Experience in Natural Language Processing (NLP), computer vision, or reinforcement learning applications.

  • Proven experience in working with generative models in real-world applications.

  • Experience in deploying AI models to production and maintaining them.

  • Familiarity with agile methodologies and product development processes.



  • Dynamic, innovative, and collaborative work environment.


 

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