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SciSpace
Senior ML Backend Engineer
Funded
Start-up
11-50 employees
5y - 7y
₹15 - ₹20 LPA
Bengaluru/ Bangalore
Python, Next.JS, SQL, Machine Learning (ML), Kafka
Role
Company
Job Description
What you'll do:
- ML System Development: Design, develop, and maintain scalable and efficient machine learning systems, including writing ML services and APIs.
- Model Deployment: Implement and manage the deployment of machine learning models into production environments, ensuring reliability and scalability.
- Infrastructure Management: Collaborate with infrastructure teams to optimize and manage the underlying systems supporting machine learning workflows.
- Data Pipeline Creation: Create robust and efficient data pipelines for collecting, processing, and preparing datasets for machine learning models.
- Collaboration: Work closely with data scientists, researchers, and cross-functional teams to integrate ML solutions into existing software infrastructure.
- Performance Optimization: Continuously optimize and improve the performance of machine learning algorithms and systems.
- Documentation: Develop and maintain documentation for machine learning systems, APIs, and data pipelines to ensure clarity and ease of use for team members.
- Partner with product owners in designing software that becomes part of researchers’ lives
- Arrive at technology decisions after extensive debates with other engineers
- Manage large projects from conceptualization, all the way through deployments
- Evolve an ecosystem of tools and libraries that make it possible for SciSpace to provide reliable, always-on, performant services to our users
- Partner with other engineers in developing an architecture that is resilient to changes in product requirements and usage
- Work on the user-interface side and deliver a snappy, enjoyable experience to your users
What makes you a great fit:
- 5+ years of experience including working on designing multi-component systems
- Strong grasp of one high-level language like Python.
- General awareness of SQL and database design concepts
- Solid understanding of testing fundamentals
- Strong communication skills
- Should have prior experience in managing and executing technology products.
- Prior experience working with high-volume, always-available web-applications
- Experience working with Next.js
- Experience in ElasticSearch
- Experience in Distributed systems
- Experience working with Kafka
- Experience working with graph databases
- Experience working with Start-up is a plus point.
All about us
SciSpace
SciSpace is the easiest way to find, understand, and learn any research paper. For every paper you read, get simple explanations and instant answers from AI and discover a network of connected and relevant papers — all in one place.
Employee count
11-50 employees
Employment Type
Full Time Job
Company Type
Start-up
Headquarters
Bengaluru, India
Our links
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