Data Scientist
5 days ago
Description :
At Aviato Consulting, you'll be at the forefront of innovation, building and deploying impactful AI solutions for some of Australia's largest enterprises. As a Data Scientist, you'll leverage the power of Google Cloud and collaborative environments like Colab notebooks to develop, train, and optimize machine learning models that drive real business outcomes. You'll be a key player in shaping our data science practice, working with diverse datasets, and directly contributing to our clients' success and our company's growth.
What Experience is Mandatory :
- Proven Data Science Expertise : 5 years of Demonstrated experience in applying machine learning techniques, statistical modeling, and predictive analytics to solve complex business problems.
- Google Cloud Platform (GCP) Proficiency : Hands-on experience with key GCP services relevant to data science, such as Vertex AI (for model training and deployment), BigQuery (for data warehousing), Cloud Storage, and Dataflow.
- Model Training and Optimization : Strong background in the end-to-end lifecycle of machine learning models, including data preprocessing, feature engineering, model selection, training, evaluation, and hyperparameter tuning.
- Python and Notebook Environments : Expert-level proficiency in Python for data manipulation, statistical analysis, and machine learning, with extensive experience using interactive environments like Jupyter or Google Colab notebooks for development and collaboration.
- Working with Large Datasets : Experience handling, processing, and deriving insights from large and complex datasets, understanding data governance and security best practices.
- Client-Facing Experience : Previous experience working directly with clients to understand requirements, present findings, and provide technical guidance.
What Experience is Beneficial (but Optional) :
- MLOps Practices : Familiarity with MLOps principles and tools for automating and streamlining the machine learning lifecycle, including CI/CD for models.
- Deep Learning Frameworks : Experience with deep learning frameworks such as TensorFlow or PyTorch.
- Data Visualization Tools : Proficiency with data visualization libraries or tools (e.g., Matplotlib, Seaborn, Looker) to communicate insights effectively.
What We Offer :
- Impactful Work & Ownership : You'll work on high-impact projects for large Australian clients, with significant autonomy and the opportunity to see your work directly influence business decisions.
- Culture Built for Growth : Join a company founded by Ex-Googlers, fostering a culture of innovation, continuous learning, and collaboration, where your ideas are valued.
- Shared Success : Become a part-owner of Aviato with an Employee Share Ownership Plan (ESOP) after 6 months, aligning your success with ours.
- Rewarding Performance : Benefit from an annual bonus structure that recognizes your contributions and achievements.
- True Flexibility : Enjoy the freedom of a fully remote work environment, allowing you to work from where you're most productive.
- Certified Excellence : Be part of a "Great Place to Work" certified organization, reflecting our commitment to a positive and supportive employee experience.
- Continuous Learning : We invest in your professional development, providing resources and opportunities to expand your skills and stay at the cutting edge of data science and Google Cloud technologies.
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