Machine Learning Senior officer

Job description

Position Description:

.

Your future duties and responsibilities:

Tasks Description
✓ Analyze internal clients needs:

Collaborate with clients to best understand their operational and strategic needs in terms of complex AI/ML challenges
Investigate and solve business issues using technical, data-driven, AI/ML strategies

✓ Build and/or adapt AI/ML models:

Design and develop Machine Learning (ML) and Artificial Intelligence (AI) solutions, i.e., collect labeled data, set up and train models, test and evaluate results
Work closely with clients during application roll-out and all stages of the application lifecycle
Design the most adequate approaches to solve the identified problems within the company s framework

✓ Implement and assist the deployment and maintenance of models:

Follow best practices in the industry to implement and scale the developed solutions into production-grade software
Assist operational teams with the deployment, monitoring, and maintenance of the developed solutions

Required qualifications to be successful in this role:

Skills
✓ Fluent in English (C1–C2)
✓ Ability to think abstractly and creatively
✓ Ability to explain the results of a model and the different elements impacting it
✓ High statistical and quantitative analysis skills (e.g., machine learning models, statistical models, Bayesian statistics, probability theory, time series analysis)
✓ Knowledge of ETL methods
✓ Knowledge of Machine Learning models
✓ Knowledge of NLP and/or computer vision techniques
✓ Knowledge of deep learning architectures and frameworks (e.g., TensorFlow, Keras)
✓ Knowledge of at least one ML development stack (e.g., Scikit-learn, Keras, PyTorch)
✓ Effective programming skills (e.g., Python) and algorithmic knowledge
✓ Excellent communication and interpersonal skills
✓ Flexibility and ability to work in a changing environment
✓ Research-oriented mindset

Experience
✓ Up to 2 years experience as a Data Analyst / Data Scientist / Machine Learning Specialist in at least one of the following areas:

NLP, data extraction, document processing or process automation projects
Classification / Regression / Clustering ML and/or statistical models
Deep learning models, preferably in the context of NLP, speech-to-text, or computer vision
Artificial Intelligence techniques and paradigms
Exposure to professional software development environments

Skills:

·  Data Engineering
·  English
·  MS SQL Server

What you can expect from us:

Together, as owners, let’s turn meaningful insights into action.

Life at CGI is rooted in ownership, teamwork, respect and belonging. Here, you’ll reach your full potential because…

You are invited to be an owner from day 1 as we work together to bring our Dream to life. That’s why we call ourselves CGI Partners rather than employees. We benefit from our collective success and actively shape our company’s strategy and direction.

Your work creates value. You’ll develop innovative solutions and build relationships with teammates and clients while accessing global capabilities to scale your ideas, embrace new opportunities, and benefit from expansive industry and technology expertise.

You’ll shape your career by joining a company built to grow and last. You’ll be supported by leaders who care about your health and well-being and provide you with opportunities to deepen your skills and broaden your horizons.

Come join our team—one of the largest IT and business consulting services firms in the world.