Python
Docker
Machine Learning (ML)
KubernetesResponsibilities:
- Collaborating with data scientists and machine learning engineers to understand their requirements and design scalable, reliable, and efficient machine learning platform solutions.
- Building and maintaining the applications and infrastructure to support end-to-end machine learning workflows, including inference and continual training.
- Developing systems for the definition deployment and operation of the different phases of the machine learning and data life cycles.
- Working within Kubernetes to orchestrate and manage containers, ensuring high availability and fault tolerance of applications.
- Documenting the platform's best practices, guidelines, and standard operating procedures and contributing to knowledge sharing within the team.
Requirements:
- 3+ years of hands-on experience in developing and managing machine learning or data platforms
- Proficiency in programming languages commonly used in machine learning and data applications such as Python, Rust, Bash, Go
- Experience with containerization technologies, such as Docker, and container orchestration platforms like Kubernetes.
- Familiarity with CI/CD pipelines for automated model training and deployment. Basic understanding of DevOps principles and practices.
- Knowledge of data storage solutions and database technologies commonly used in machine learning and data workflows.
Shubham Vishwakarma
Full Stack Developer - Averlon
About Accrete
About
Accrete AI delivers universally configurable, reliable, and accurate analytical AI agents that perform work that would otherwise require teams of experts and generate insights beyond human capacity.
Our vision is to create a path to ethical, reliable, and trustworthy artificial general intelligence by deploying analytical AI agents across every domain that capture and scale tacit domain knowledge and create net new knowledge reasoned from ground truth. Our mission is to enable our customers to grow in previously unimaginable ways.
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We’re on a mission to build the best-in-class AI Agents that do complex analytical work, compound knowledge, and generate predictive insight beyond human capacity.
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- Experience in FastAPI, Django, or equivalent
- Experience in data modeling and efficient usage of PostgreSQL, MySQL, MongoDB, or equivalent
- Experience with modern components like async python, pedantic, sqlalchemy, alembic, celery, google products API integration, etc. is a plus
- Understanding of CI/CD practices including code check-in policies, automated unit tests, automated code deployments, etc.
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Software Architecture: Ensure implementation of a modular, scalable, secure and robust cloud software framework.
Project Management: Sprint Management for development projects to ensure tracking, planning and agile development and upgrades.
Certifications and Regulatory Approvals: Work with regulatory agencies and consultants to ensure implementation for an acquiring certification and regulatory approvals - FDA, ISO 13485, ISO 27001,
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3rd Party Tech Integration: Work with third parties to ensure smooth integration of our offering in
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QA: Ensure zero down time and correctness of the data and features
Detailed Description
Software Architecture
Brainstorming for software architecture and implementation strategy
Working with developers to ensure swift and smooth development
Project Management:
Sprint Management for development projects
Tracking and planning for project deliverables and releases
Resource planning and utilization
Compliance and Tracking:
Setting up infrastructure to track key metrics for tech.
Ensure compliance with the target KPIs
Solve for any delta in KPIs
3rd Party Tech Integration:
Ensuring smooth and seamless integration for 3rd Parties
Collateral (videos/blogs) to demonstrate API integration in healthtech infra
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Enhance existing QA coverage
Setup automated systems to monitor the health of the production environment
Setup proper reporting for any deltas identified by QA
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A proactive nature, high EQ and good interpersonal skills are essentials for this role.
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Additionally a knowledge of the below mentioned skills shall be of great help -
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Experience in software development and management, especially API development, microservices,
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Bachelors in Engineering (preferred Computer Science and Engineering)
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real-estate transactions work in India.
We are looking for a solid Rockstar engineer who can hack around multiple technologies and
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Programming
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Full Stack Developer - Averlon