Stellapps - Manager - Data Science

Roles & Responsibilities:

- Leadership: Create and manage AI/ML product pipelines and put them into production.

Together with data scientists/engineers, design and develop production-ready AI/ML architectures using scalable, performant, reliable, and secure code.

- Attention to detail including precise and effective communications and proven ability to manage multiple, competing priorities simultaneously.

- Analytical Knack: Identify use cases and cast identified problems into well-defined components and requirements, and deliver end-to-end development of AI solutions.

- Together with the data science team, functional team, and leadership team , determine the feasibility of AI solutions to address customer and business needs.

- Optimise models to balance trade-offs between accuracy and computational resource performance.

- Implement integrated monitoring of model performance for reliability and maintenance

Desired Candidate Profile

- Experience managing a team of Data Analysts/Scientists to deliver results and measure their success

- An established career in Analytics, OR a proven desire to build a career in Analytics - any academic course in data science, Kaggle record, certifications.

- A strong understanding of Computer Vision / Natural Language Processing, Machine learning, Deep learning, Image analysis, statistics.

- Experienced in programming in python with relevant open source software packages (e.g. tensorflow, keras, scipy, opencv, etc.)

- Conceptual understanding of Statistical modelling.

- Understanding of Machine Learning algorithms(Regression, SVM, Decision Trees, PCA, Clustering, etc..).

- Experience in mobile application - backend and mobile application - mobile application integrations.

- Experience in writing API's using flask, django.

- Experience in building dashboards for visualizing useful insights from the models exposed.

- Experience in server setup and applications deployment.

- Experience in best practices in machine learning model development, software development, version control, and continuous integration and deployment

- Have worked on cross disciplinary agile teams

- Excellent communication skills

Qualification:

Graduation /Postgraduate, Background in Mathematics or Computer Science is desirable

Experience: Minimum 5+ years(In Data science) maximum 10 years