Machine Learning Engineer - Compliance Systems
Remote
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About the Role
The Compliance Systems team works at the intersection of Data Science, Product and Compliance. The Systems team is looking for a Machine Learning Engineer to help us develop, integrate and optimize our end to end data science pipelines which are used to describe and predict anomalous customer activity on kraken’s platform. The role will include building and maintaining applications utilizing modern cloud technologies primarily in Python, and taking ownership of end-to-end solutions.
Responsibilities
- Develop highly scalable systems, algorithms and tools to support Data Scientist’s machine learning solutions
- Write efficient, testable, reusable codeTake ownership of ML infrastructure to support the development and deployment lifecycle of data science models.
- Collaborate with Compliance operations, Product, Engineering and other stakeholders to develop appropriate data science solutions.
- Partner with data scientists, data analysts to identify and execute new opportunities.
Required Skills, Knowledge and Experience
- Bachelors, Masters or PhD in Computer Science, Physics, Engineering, Math or related field
- 3+ years industry experience in building and maintaining applications
- Experience in defining system architectures and exploring technical feasibility trade-offs.
- Familiarity with cloud native and distributed processing (for example Kubernetes)
- Experience working with ML engineers to build tooling and automation to support the Data Science lifecycle, including experimentation to production operations
- Excellent verbal and written communication skills
Nice to Have
- Experience with big data cross platform file formats like Apache Parquet and Apache avro
- Experience with AWS, e.g. S3, EMR, Lambda
- Experience in Deep Learning frameworks such as TensorFlow or PyTorch
We’re powered by people from around the world with their own unique and diverse experiences. We value all Krakenites and their talents, contributions, and perspectives, regardless of their background.
As an equal opportunity employer we don’t tolerate discrimination or harassment of any kind. Whether that’s based on race, ethnicity, age, gender identity, citizenship, religion, sexual orientation, disability, pregnancy, veteran status or any other protected characteristic as outlined by federal, state or local laws.
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* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Avro AWS Big Data Computer Science Crypto Deep Learning Engineering Kubernetes Lambda Machine Learning Parquet PhD Physics Pipelines Python PyTorch TensorFlow
Perks/benefits: Career development
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