04 ago
|
Agileengine
|
México
04 ago
Agileengine
México
**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.
**Must haves**
- **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;
- Upper-intermediate English level.
**Nice to haves**
- 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, & 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.
**The benefits of joining us**
- **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.
**Agile Engine**
AgileEngine is one of the Inc. 5000 fastest-growing companies in the US 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! :)
**Job Types**: Full-time, Contract
Work Location: Remote
📌 Senior Machine Learning Engineer Id26720 (México)
🏢 Agileengine
📍 México