Data Scientist
2 weeks ago
What will your job look like?
Machine Learning Engineer Job Description:
Development and maintenance of production-ready ML-powered software.1. Develop ML-powered solutions' application components:1.1. Data pipeline1.2. Code optimization, incl. all relevant integration points1.3. Packaging1.4. Installation scripts1.5. Configuration items2. Map and evaluate MLOps gaps in the solution, develop solutions when required (CT/CM)2.1. Model monitoring (data/model drift)2.2. Model scheduling2.3. Model versioning2.4. Solution scaling2.5. Code refactoring3. Support ML-powered solutions implementations3.1. Model tuning, modifications and enhancements following user feedback.3.2. Quantitive value realization3.3. Collect requirements from the field.4. GenAI knowledge and practical experience5. Lead solution architecture activities and finalize with designated solution architect.6. When applicable, develop pre-production evaluation services.7. Lead application testing (UT, ST, FT, NFT) efforts.8. Design and support the solution's CI/CD pipeline, including embedded automated tests.9. Extend and introduce new ML/ML Ops tools, libraries, and frameworks.10. Research and implement ML algorithms and tools.
All you need is...
Proficient in Python programming language, ability to write robust code.
Solid software engineering skills – familiarity with the Agile methodology, modern approaches (containerization and container orchestration), CI/CD pipelines.
Familiarity with the Python Data Science stack – e.g., scikit-learn, Pandas, Tensorflow / Keras / PyTorchHands on experience working on Unix/Linux environments.
Hands on experience with building E2E ML pipeline – Business understanding, EDA, data preparation, modeling, and evaluationExperience with Azure – significant advantageDeep knowledge of math, probability, statistics, and algorithms – advantageExperience with Large Language/multi-modal models - advantageOutstanding analytical and problem-solving skillsTeam playerCustomer facingAutodidactWhy you will love this job:
You will ensure timely resolution or critical issue within the agreed SLA.
This includes creating a positive customer support experience and build strong relationships through problem understanding, presenting promptly on progress, and handling customers with a professional demeanour.
You will be able to demonstrates an understanding of key business drivers and ensures strategic directions are followed and the organization succeedsWe are a dynamic, multi-cultural organization that constantly innovates and empowers our employees to grow.
Our people our passionate, daring, and phenomenal teammates that stand by each other with a dedication to creating a diverse, inclusive workplaceWe offer a wide range of stellar benefits including health, dental, vision, and life insurance as well as paid time off, sick time, and parental leave-
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