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Spectral Consultants
48 Spectral Consultants Jobs
9-20 years
Associate Director - Data Science Domain (9-20 yrs)
Spectral Consultants
posted 4d ago
Flexible timing
Key skills for the job
Job Description :
We are seeking a highly skilled Director of Data Science to lead the development, deployment, and production of ML/AI models and data platforms.
- Lead the design and implementation of scalable AI projects. Come up with architecture that support large-scale model deployment, automation of ML workflows, and real-time data processing using cloud-native technologies (AWS, Azure, GCP).
- Spearhead the development and implementation of Generative AI solutions for diverse applications such as text to query, search and summarization, chatbot, autonomous agents
- Serve as a technical advisor to clients, guiding them on best practices in architecture, platform selection, and the end-to-end deployment of ML/AI solutions.
- Oversee the transition of models from proof-of-concept to production environments, ensuring performance, scalability, and maintainability.
- Work closely with product, engineering, and business teams to ensure alignment between data-driven strategies and overall business goals. Collaborate with data engineers and IT teams to ensure robust data pipelines and infrastructure.
- Ensure data governance, privacy, and compliance requirements are adhered to throughout model deployment and operation.
- The person should be driven by a strong desire to continuously learn and to mentor the team, fostering their growth and the growth of Data Science practice.
What do we expect?
- 9+ years in Data Science, AI, and ML, with a strong focus on production-scale environments and AI/ML platform development with recent experience in Generative AI technologies
- Strong analytical skills with proficiency in the application of statistical analysis and machine learning algorithms like Linear Regression, Logistic Regression, Random Forest, Boosting Trees, SVM, ARIMAX, LSTM, Deep Learning etc.
- Strong experience in AI/ML frameworks (TensorFlow, PyTorch, Keras), MLOps practices, and automation tools for continuous model deployment and monitoring.
- Proficient in big data technologies (Hadoop, Spark), cloud platforms (AWS, Azure, GCP), and modern data architectures (data lakes, data warehouses).
- Programming proficiency in Python, R, and experience with containerization technologies (Docker, Kubernetes).
- Enthuse to collaborate with various stakeholders across the organization and take complete ownership of deliverables.
- Experience solving high business value problems using AI for Retail/CPG/BFSI/Pharma
Functional Areas: Other
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