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Oportun is seeking a Senior Machine Learning Engineer to lead the development of their ML infrastructure. This role involves leading the implementation of a cutting-edge ML infrastructure, providing technical leadership to a team of machine learning engineers, and collaborating with data scientists and engineers to deliver high-quality ML solutions.
Responsibilities:
- Lead the implementation of a cutting-edge ML infrastructure.
- Provide technical leadership, mentoring, and guidance to machine learning engineers.
- Take ownership of critical projects, providing project leadership.
- Collaborate with data scientists to translate model requirements into optimized data pipelines.
- Spearhead the establishment of best practices for model versioning, experiment tracking, and model evaluation.
- Architect and execute model deployment strategies, harnessing containerization (Docker) and orchestration (Kubernetes).
- Engineer automated CI/CD pipelines that facilitate seamless model deployment, monitoring, and continuous optimization.
- Define and refine performance benchmarks, and optimize models and infrastructure.
- Remain at the forefront of industry trends and emerging technologies.
Requirements:
- Requires 6+ years of related experience with a Bachelor's degree in Computer Science.
- Extensive experience orchestrating the development of end-to-end machine learning infrastructure.
- Proven record of transformative leadership, guiding technical teams to achieve remarkable outcomes and innovation.
- Proven track record of delivering sophisticated ML solutions with high quality.
- Exceptional problem-solving and analytical skills.
- Profound mastery of machine learning frameworks such as TensorFlow, PyTorch, or equivalent, coupled with Python programming.
- Deep expertise in containerization (Docker) and orchestration (Kubernetes).
- Thorough comprehension of software engineering principles, version control (Git), and collaborative development workflows.
- Adeptness with cloud platforms (AWS or Azure).
- Track record of successfully integrating DevOps practices, continuous integration, and continuous deployment (CI/CD) pipelines.
- Excellent communication and interpersonal skills.
Oportun
Oportun is a mission-driven fintech company focused on providing financial services to its members. Certified as a Community Development Financial Institution (CDFI), Oportun offers intelligent borrowing, savings, and budgeting tools. The company provides responsible and affordable credit, aiming to help members build a better financial future. Oportun leverages innovative technology solutions to create user-friendly platforms.