Design Enterprise Machine Learning platforms that are capable of running predictive models.
Document Machine Learning processes and keep abreast of Developments in Machine Learning.
Establish standards, guidance and best practices for ML Platform.
Establish the appropriate monitoring and alerting of solution events related to performance, scalability, availability, and reliability.
Provides technical leadership, guidance and direction to other team members.
Build prototypes for demonstration and illustration purposes for peer groups, Business partners, or senior leaders.
Solving complex problems with datasets and optimize existing ML libraries and frameworks.
Need to have advance knowledge of application, data and infrastructure disciplines
Passionate about building an innovative culture
Understanding of software skills such as business analysis, development, maintenance, and software improvement
Apply knowledge of machine learning model frameworks, algorithms and tools for building ML solutions
Deliver high-quality results under tight deadline
Qualifications
Degree in computer science or a numerate subject (e.g. engineering, sciences, or mathematics) - Bachelor's degree with 10 years of experience, or Master’s degree with 4 years of experience
Background with Machine Learning Frameworks and Big Data technologies such as Hadoop.
Strong experience in programming languages such as Java or Python
Python Machine Learning library and ecosystem experience ( Pandas and Numpy etc)
Experience in building ML Models, experience with model accuracy and tuning. Working with Data structured and NLP models
Ability to juggle multiple priorities and effectively deliver in a fast-paced, dynamic environment
Strong Delivery management capabilities
Experience with Cloud technologies such as AWS or Azure.
Experience working with databases such as Cassandra, MongoDB or Teradata
Knowledge of build tools like Maven and source control like Git/SVN.
Experience in performance tuning, code optimization
Comfortable working in an Agile and collaborative environment.