Job Overview:
CodeNinja is looking for a Mid Level Python Developer with a strong background in DevOps and expertise in Machine Learning Operations (ML/Ops). The ideal candidate will play a key role in deploying, managing, and optimizing machine learning models in production. You will be responsible for bridging the gap between data science and operations, ensuring seamless integration and deployment of ML solutions.
Key Responsibilities:
- Develop and maintain Python-based ML applications, ensuring they are robust and scalable.
- Deploy machine learning models into production environments, utilizing CI/CD practices.
- Collaborate with data scientists and engineers to streamline deployment pipelines in ML/Ops.
- Monitor and optimize the performance of deployed models, implementing necessary updates and improvements.
- Implement and manage cloud infrastructure for ML projects, leveraging platforms like AWS or Azure.
- Automate deployment processes, ensuring repeatability and efficiency.
- Participate in setting best practices for ML model reliability, reproducibility, and monitoring.
- 5-8 years of professional experience in Python development.
- Strong understanding of DevOps principles, especially in the context of ML/Ops.
- Experience in deploying and managing machine learning models in production.
- Hands-on experience with cloud platforms (AWS, Azure, GCP) and CI/CD tools.
- Knowledge of containerization technologies (Docker, Kubernetes) for ML model deployment.
- Familiarity with ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.
- Strong problem-solving skills with the ability to work autonomously and in a team.
- Excellent communication skills, with the ability to convey technical concepts to non-technical stakeholders.
Preferred Qualifications:
- Experience with monitoring and logging tools in ML environments.
- Understanding of data pipeline management and orchestration tools.
- Exposure to machine learning model versioning and governance practices.
- Provident Fund
- Gym Membership
- Leaves as per the company policy.
- Company-paid trips
- Easy Loan Facility for Employees
- Yearly increment
- Health Insurance (includes spouse and parents) (till the age of 80)
Top Skills
What We Do
A digital transformation company, driven to solve some of the most complex problems in the world today through technology. Our core service portfolio includes staff augmentation, software development and cloud services with over 300+ projects delivered to date. Established in 2014, with a continuously growing team of 250+ experts, operating across 3 regions with Americas, Middle East, and Southeast Asia, CodeNinja is one of the fastest growing technology companies recognized by Forbes Technology Council. With value addition being a core focus for the company, CodeNinja ranks as one of the top and best reviewed software development and services company. Now offering enterprise cloud solutions to some of the leading technology companies in the world, the company has secured funding of $1.6M and is poised to invest in redefining workplace dynamics through use of advanced AI. CodeNinja has earned the trust of more than 240 clients spread across 15 different countries and 9 different industries. The company is also one of the top-rated outsourcing services provider in Pakistan, forming dedicated technology teams for some of the world's leading organizations like Microsoft, Lifeforce (Tony Robbins) and OTL alongside unicorns such as 24Seven, ABHI, and Graana. In addition, to ensure quality and commitment to client data security, the company is now ISO 270001 certified. Services: · Offshore Engineering Teams · Custom Software Development · Dedicated Development Center · Application Modernizations · Cloud Services and Solutions · Modern Workplace Solutions · Digital Transformation Strategy · AI Consulting · AR/VR and Digital Twins · eCommerce Solutions Awards and Achievements: Top 1000 Companies Clutch Global 2023 Top Company in .Net Developers 2023 Clutch Global Fall 2023 Certifications & Partnerships: Adobe Commerce Cloud Solution Partner Microsoft Solution partner for business applications. Microsoft Solution Partner for Azure Data and AI.
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