Senior Data Engineer
1 month ago
The Opportunity
We're seeking a highly skilled Senior Data Engineer - Machine Learning to join our team at Snaphunt. As a key member of our engineering team, you'll be responsible for designing, developing, and deploying scalable data pipelines and machine learning models.
The Role
- Architect and implement end-to-end data pipelines using Python and relevant libraries.
- Collaborate with cross-functional teams to integrate machine learning models into our services.
- Work with our data scientists to develop and deploy predictive models using PyTorch or TensorFlow.
- Ensure the success of complex multi-domain initiatives by aligning your team's vision and roadmap with our target architecture.
The Requirements
- 5+ years of experience as a Backend Python Engineer with a strong understanding of software engineering fundamentals.
- Hands-on experience with Python libraries like Pandas, NumPy, Scikit-learn, and Langchain/LLamaIndex.
- Experience with machine learning frameworks such as PyTorch or TensorFlow, Keras, and proficiency in Python.
- Hands-on experience with frameworks like Django or FastAPI or Flask, and databases like MySQL, MongoDB, Redis, and BigQuery.
- Extensive experience integrating with or creating REST APIs and maintaining CI/CD pipelines using GitHub Actions.
- Knowledge of event-driven architectures like Kafka, RabbitMq, and equivalents.
- Some hands-on experience in implementations of LLMs, vector stores/databases, prompt engineering, embeddings, and their implementations.
The Company
Snaphunt is a developer-focused platform that aims to seamlessly match individual expertise with the right opportunities. We're committed to delivering impactful outcomes for our customers and are looking for talented individuals to join our team.
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