Senior Machine Learning Engineer ID26720
hace 3 semanas
Full time | AgileEngine | Argentina
Posted On 12/21/2024
Job InformationCity: MENDOZA
State/Province: Mendoza
Zip Code: 5500
Industry: IT Services
Job DescriptionAgileEngine is one of the Inc. 5000 fastest-growing companies in the U.S. and a top-3 ranked dev shop according to Clutch. We create award-winning custom software solutions that help companies across 15+ industries change the lives of millions.
If you like a challenging environment where you're working with the best and are encouraged to learn and experiment every day, there's no better place - guaranteed
What you will do- Design and implement ML models focused on time-series forecasting and predictions, ensuring robust validation and testing methodologies.
- Develop comprehensive feature engineering pipelines that handle complex data patterns and temporal dependencies.
- Create and maintain experimentation frameworks for systematic model evaluation and A/B testing.
- Design and maintain scalable data processing pipelines that ensure data quality and accessibility for ML workflows.
- Design conversational flows and interaction patterns for AI-powered systems.
- Implement and optimize retrieval systems for domain-specific knowledge bases.
- 4+ years of development experience in Python and SQL.
- Production exposure to Snowflake, AWS, and Docker.
- Experience with deep learning frameworks (PyTorch or TensorFlow).
- Familiarity with ML model deployment and serving (MLflow or similar).
- Experience with time series analysis and forecasting libraries (Prophet or similar).
- Strong software engineering foundation.
- Great communication skills as well as stakeholder management and requirements gathering.
- Experience working in an environment leveraging remote communication and collaboration tools (e.g., Gitlab, Slack, JIRA).
- A strong sense of ownership, attention to detail, and willingness to overcome every challenge with the same level of energy.
- Exposure to Apache Airflow and dbt.
- Experience with LLM frameworks (Autogen, LangGraph, or similar) and vector databases.
- You are passionate about writing clean, modern, maintainable, and highly-performant code.
- You have a pro-active ability and a self-starter attitude to troubleshoot and solve problems.
- You have experience working in an Agile environment.
- You have strong communication skills with excellent interpersonal effectiveness, in one-on-one interactions and presenting to a room.
- You have self-awareness and a desire to continually improve.
- Professional growth: Accelerate your professional journey with mentorship, TechTalks, and personalized growth roadmaps.
- Competitive compensation: We match your ever-growing skills, talent, and contributions with competitive USD-based compensation and budgets for education, fitness, and team activities.
- A selection of exciting projects: Join projects with modern solutions development and top-tier clients that include Fortune 500 enterprises and leading product brands.
- Flextime: Tailor your schedule for an optimal work-life balance, by having the options of working from home and going to the office – whatever makes you the happiest and most productive.
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