Data Analyst or Data Scientist

2 months ago

Old Toronto, Ontario, Canada Project Limited Full time

About Project X Ltd.

Project X Ltd. is a company that drives success by focusing on building high-performing teams of talented and client-focused individuals who love to solve complex data problems. We reward hard work and forward-thinking with recognition and a supportive culture that celebrates success and wants to see our team members grow.

Our team members are trusted advisors to our clients and offer innovative solutions that solve complex data problems. Collaboration, creativity, data knowledge, and experience run deep in our veins. We are passionate about building long-term relationships with our clients and staying true to our values. When adding new members to our team, we look for individuals who are aligned to our values.

We Understand the Importance of Our People

We believe that it's our people who make us great. That's why we're committed to creating an inclusive and supportive work environment that allows our team members to thrive.

Role Summary

As a Data Science Consultant at Project X Ltd., you will be providing our clients with your expertise in making sense of messy, unstructured data. Using your computer science, statistics, and mathematics skills, you will analyze, process, and model data, then interpret the results to create actionable data-driven solutions for our clients.

Key Responsibilities

  1. Participate in requirements gathering, analysis, project planning, and solutions design.
  2. Work with internal and external stakeholders to identify opportunities for leveraging company data to drive business solutions.
  3. Feature engineering, selection, and optimization of models with machine learning techniques.
  4. Improve data collection procedures and pipelines. Perform data profiling and exploration to ensure the integrity of data.
  5. Productionalize data models with feedback loops to automate the refinement process for deployed models over time.
  6. Participate in the development of project plans to establish appropriate workload expectations and schedules.
  7. Maintain up-to-date knowledge of, and adopt relevant market trends and practices.

Requirements

  1. 4-5 years of hands-on experience in Data Science.
  2. Solid Python and SQL development skills.
  3. Experience with machine learning/data science modules in Python: NumPy, Pandas, Scikit-Learn, and various notebook environments e.g. Jupyter, Colab.
  4. Understanding of different deep learning frameworks such as Keras, PyTorch, and TensorFlow.
  5. Experience with NLP frameworks/libraries, e.g., Gensim, SpaCy, etc.
  6. Experience building NLP and NLU models with state-of-the-art algorithms, e.g., BERT, Transformer, etc.
  7. Advanced degree in Computer Science, Software Engineering, Business Intelligence, Data Science, or related field.
  8. Critical thinking capabilities and a consultative mindset.

Nice to Have

  1. Experience with testing automation is an asset.
  2. Knowledge of cloud technology, e.g. AWS, GCP or Azure.

Equal Employment Opportunities

Project X Ltd. is an equal opportunity employer and welcomes and encourages applications from people with disabilities. Accommodations are available on request for candidates taking part in all aspects of the selection process.

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