Visionary Machine Learning Innovator
4 dni temu
**About Team Up**
Team Up is a leading organization that empowers innovation through cutting-edge technology and collaboration.
**Job Description:**
We are seeking a highly skilled Machine Learning Engineer to join our team. As a key member of our engineering team, you will play a crucial role in developing and maintaining scalable low-latency machine learning products and pipelines.
**Responsibilities:**
- Develop, test, deploy, and maintain large-scale machine learning models, considering factors such as data nature, problem complexity, and computational resources.
- Validate model performance on unseen data, ensuring generalization and addressing potential issues like bias or fairness concerns.
- Design and develop the next-generation machine learning platform to support numerous model training pipelines and vast daily batch predictions.
- Research and experiment with the latest ML platform technologies, staying current with industry trends and pushing the boundaries of ML capabilities.
- Streamline model deployment and ensure engineering quality through unit testing, integration testing, and stress testing.
- Automate the ML pipeline using CI/CD principles to promote consistency, reproducibility, and agility.
- Collaborate with Data Scientists to introduce new ML platform features, streamline the model development process, and reduce lead time for model production.
- Work closely with internal ML teams to improve codebase and product health.
- Technical leadership opportunities available based on skills and experience.
**Benefits and Perks:**
- Friendly atmosphere focused on teamwork.
- Comprehensive training and support in developing algorithmic skills.
- Opportunity to work on multiple projects with the latest technologies.
- Monthly integration budget.
- Opportunities to attend local and international conferences.
- Flexible working hours.
- Private medical care (including family members).
- Multisport card.
- Life insurance.
- Lunch card.
- Hybrid work model: 3 days from the office per week (Warsaw).
- Attractive relocation package.
**Requirements:**
- Tech stack: Python, TensorFlow, PyTorch, AWS, Spark, Snowflake, Snowpark, Github Actions, Airflow, Grafana.
- Must have:
- Degree in Computer Science or related fields.
- Minimum 5 years of industry experience.
- Familiarity with CI/CD (e.g., Github Actions, Airflow), ETL or big data tools (e.g., MapReduce, Spark, Flink, Kafka, Docker, Kubernetes).
- Familiarity with mainstream ML libraries (e.g., TensorFlow, PyTorch, Spark ML) and/or cloud solutions (e.g., AWS, Sagemaker).
- Programming skills in Python, Go, or other OOP languages.
- Experience in SQL and databases, including SQL query optimization.
- Experience with unit test frameworks.
- Familiarity with data structures, algorithms, and software engineering principles.
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