Senior Machine Learning Engineer Id26720 Para Porto Alegre

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Senior Machine Learning Engineer ID26720 – Porto Alegre

Posted On 12/21/2024

Job Information

City: Porto Alegre

State/Province: Rio Grande do Sul

Postal Code: 90000-000

Industry: IT Services

Job Description

AgileEngine 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

1. Design and implement ML models focused on time-series forecasting and predictions, ensuring robust validation and testing methodologies.
2. Develop comprehensive feature engineering pipelines that handle complex data patterns and temporal dependencies.
3. Create and maintain experimentation frameworks for systematic model evaluation and A/B testing.
4. Design and maintain scalable data processing pipelines that ensure data quality and accessibility for ML workflows.
5. Design conversational flows and interaction patterns for AI-powered systems.
6. Implement and optimize retrieval systems for domain-specific knowledge bases.

Must haves

1. 4+ years of development experience in Python and SQL.
2. Production exposure to Snowflake, AWS, and Docker.
3. Experience with deep learning frameworks (PyTorch or TensorFlow).
4. Familiarity with ML model deployment and serving (MLflow or similar).
5. Experience with time series analysis and forecasting libraries (Prophet or similar).
6. Strong software engineering foundation.
7. Great communication skills as well as stakeholder management and requirements gathering.
8. Experience working in an environment leveraging remote communication and collaboration tools (e.g., Gitlab, Slack, JIRA).
9. A strong sense of ownership, attention to detail, and willingness to overcome every challenge with the same level of energy.

Nice to haves

1. Exposure to Apache Airflow and dbt.
2. Experience with LLM frameworks (Autogen, LangGraph or similar) and vector databases.
3. You are passionate about writing clean, modern, maintainable, and highly-performant code.
4. You have a pro-active ability and a self-starter attitude to troubleshoot and solve problems.
5. You have experience working in an Agile environment.
6. You have strong communication skills with excellent interpersonal effectiveness, in one-on-one interactions and presenting to a room.
7. You have self-awareness and a desire to continually improve.

The benefits of joining us

1. Professional growth: Accelerate your professional journey with mentorship, TechTalks, and personalized growth roadmaps.
2. Competitive compensation: We match your ever-growing skills, talent, and contributions with competitive USD-based compensation and budgets for education, fitness, and team activities.
3. A selection of exciting projects: Join projects with modern solutions development and top-tier clients that include Fortune 500 enterprises and leading product brands.
4. 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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