Placement papers | Freshers Walkin | Jobs daily: Team Leader of Advanced Analytics/Machine Learning at iBwave (Montréal, QC, Canada)

Search jobs and placement papers

Team Leader of Advanced Analytics/Machine Learning at iBwave (Montréal, QC, Canada)


  • Lead/grow the advanced analytics and machine learning team.

  • Act as Subject Matter Expert providing data analytics and machine learning modeling software development support to create novel computational methods and produce analytical models from available research & manufacturing data and to enable the company to effectively innovate and to enhance competitive advantage of Corning products

Responsibilities will include:

  • Supervise a group of scientists and engineers.

  • Manage workload and interact regularly with the US and global team.

  • Meet project managements regularly.

  • Support recruiting of resources.

  • Work independently or as part of the team on data preparation, machine learning software development & modifications, model development, model testing and to allow models to be used by internal customers.

  • Interpret data analysis results in RD&E or business context, and articulate the implications of the results to the business function.

  • Write and maintain relevant support documentation.

  • Prepare and deliver relevant user training.


  • MS or PhD in engineering, computer science, mathematics or related discipline with specialization in data analytics & machine learning.

  • 3-5 year of work experience in similar field, analytical software development or modeling experience and positive customer interactions.

  • Supervisory experience leading people and projects.

  • Leadership skills

  • Able to create positive work environment.

  • Strong mathematical and programming skills and capability for independently preparing data (ETL functions of cleaning, consolidating, transforming data) for machine learning purposes.

  • Working knowledge of programming in Python.

  • Working knowledge of mathematical and statistical computing programming languages (MATLAB, R).

  • Knowledge of any other programming languages for scientific computing in Windows and Linux environments (such as C/C++, Fortran).

  • A foundation in software design principles and an ability to design and create code as necessary.

  • Comfortable working with Linux and Windows parallel processing clusters.

  • Deep knowledge of artificial neural networks with experience building accurate time series & sequential event models with recurrent neural networks and/or reinforcement learning algorithms.

  • Ability to communicate with and understand the complex requirements of scientists, engineers and professional staff in the development and deployment solutions.


  • Knowledge of machine learning libraries (such as Theano, Tensor Flow, Keras).

  • Knowledge of data mining suites (such as Weka or RapidMiner).

  • Background in Natural Language Processing.

  • Experience compiling and running code on high-performance computers.

  • Knowledge of MPI, OpenMP, or other parallel/distributed computing paradigms.

  • Ability to analyze, optimize and debug scientific code.

  • Experience working with cloud-based services such as AWS and Azure.

  • Physics based modeling skills

  • Strong interpersonal and communication skills and ability to work as a team player or independently are required.

  • Must be a proactive and solution-oriented problem solver.

  • Ability to support multiple projects.

  • Ability to bridge gaps between “domain” language (engineering, science) and “computing solution” language.

  • Customer focused.

  • Proven ability to embrace and drive change.

  • Clear dedication to excellence and advancing beyond the current state.

  • Strong personal motivation.

by via developer jobs - Stack Overflow

No comments:

Post a Comment