[Remote] Senior Machine Learning Engineer, Computer Vision
Note: The job is a remote job and is open to candidates in USA. Apella is applying computer vision and machine learning to improve the standard of care in healthcare, particularly surgery. They are seeking a Senior Machine Learning Engineer to leverage AI and computer vision to solve impactful problems and collaborate with various teams to enhance operational efficiency and product development.
Responsibilities
- Collaborate closely with engineering, product, and data science teams to understand business challenges and the potential for machine learning and AI solutions
- Develop tools and automate manual processes to improve operational efficiency, accelerate experimentation velocity, and minimize human error
- Build, integrate, and monitor the end-to-end lifecycles of large-scale, distributed machine learning systems
- Investigate model performance and identify data quality and performance issues
Skills
- Experience with designing and building tooling around annotation / curation / management of ML datasets
- Proficiency in handling real-world, high volume and velocity datasets, particularly familiarity with image and video formats
- Proficiency in using AI tools and techniques to expedite product development
- Passion for writing readable, tested, and efficient code in collaboration with other engineers
- 5+ years of experience working with machine learning systems, covering the full production workflow and monitoring
- A strong commitment to craftsmanship and producing high-quality work
- Familiarity with developing SaaS products for business customers
- Experience working in healthcare or other regulated industries
- Hands on experience with video ML inference
- Experience with DAG frameworks
Benefits
- Offers Equity
- Remote
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