Machine Learning Solutions Architect
hace 2 días
About Us
At GoFundMe, we're a global community of over 150 million people who come together every day with the common purpose of helping one another. Our mission is to help people help each other through our best-in-class technology.
We've empowered people and organizations to raise more than $30 billion since 2010. Our vision is to become the most helpful place in the world. We're looking for an enthusiastic, experienced, and energetic Senior Machine Learning Engineer to join our team of talented engineers.
This is a remote position, and candidates considered for this role will be located in Buenos Aires, Argentina. The Job involves designing and developing advanced machine learning models, model evaluation systems, automated model training, and deployment solutions. You'll also design and develop high-throughput batch inferencing solutions as well as distributed, low-latency real-time inferencing services.
Responsibilities:
- Design and develop efficient and robust systems to collect and prepare data for evaluation and model training.
- Conduct research to identify, evaluate, and build features that improve model performance.
- Evaluate and recommend opportunities to leverage data to grow the business and delight customers.
- Collaborate with technical and nontechnical colleagues, including data scientists, engineers, product managers, and business stakeholders to drive successful implementation of machine learning projects.
- Coach and mentor other ML engineers and contribute to our culture of learning, innovation, and operational excellence.
You
We're looking for someone with 9+ years of hands-on experience in machine learning, data science, and analytics with a consistent track record of successfully leading complex projects and deploying robust solutions into production environments. You should have extensive knowledge of ML algorithms, including a deep understanding of statistical modeling, and Python development tooling and libraries (Pandas, Numpy, Scikit-learn, Pytest, PySpark, SQL, Airflow, MLflow, Hugging Face Transformers, Tensorflow or PyTorch).
Experience with LLMs, preferably including commercial solutions such as OpenAI API, Anthropic, AWS Bedrock, or open-source models and frameworks like Hugging Face, LangChain, Llama-2, Falcon, Dolly, etc., is desirable. You should also have demonstrated ability to mentor ML engineers, fostering a collaborative and high-performing environment.
Why You'll Love It Here
We offer market competitive pay, rich healthcare benefits, supportive time off policies, monetary support for new hire setup, hybrid work & wellbeing, and family planning. A variety of mental and wellness programs are available to support employees. Learning & development and recognition programs are also provided.
Our Diversity, Equity, and Inclusion team continuously evolves our strategy to ensure DEI is embedded in all processes and programs at GoFundMe. Employee resource groups and inclusion initiatives are also available.
Your work has a real purpose and will help change lives on a global scale. You'll be part of a fun, supportive team that works hard and celebrates accomplishments together. We live by our core values: impatient to be great, find a way, earn trust every day, fueled by purpose.
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