TL;DR
ML Engineer (AI): Building and optimizing scalable, production-ready AI solutions with an accent on MLOps capabilities, feature engineering, and robust monitoring systems. Focus on accelerating time-to-market for business solutions by developing reusable components and ensuring the reliability of ML-driven systems in production.
Location: Bengaluru, India (Hybrid)
Company
hirify.global is a global programmatic media partner for marketers and agencies, focused on leading and improving the programmatic industry.
What you will do
- Build scalable, production-ready AI solutions that bridge Data Science and Software Engineering.
- Develop reusable components to accelerate rapid prototyping and deployment of solutions.
- Design and implement monitoring systems to track the performance and reliability of ML-driven solutions.
- Improve time-to-market for key business solutions by reducing model training and deployment time.
- Socialize MLOps capabilities across the organization by establishing best practices and standards.
- Collaborate closely with Data Science, Product, and Engineering stakeholders to ensure seamless deployment and maintainability of ML solutions.
Requirements
- 2 - 4 years of hands-on experience deploying and monitoring Machine Learning Models in production.
- Strong proficiency in Python and familiarity with distributed data processing frameworks like PySpark.
- Excellent grasp of the basics of Machine Learning, Statistics, and Probability.
- Experience with building scalable ETL pipelines for efficient feature storage, processing, and retrieval.
- Experience building and deploying end-to-end model training, inferencing, and retraining pipelines.
- Familiarity with standard best practices like version control, CI/CD for code management, unit testing, and quality code standards.
Nice to have
- Hands-on experience with distributed data processing frameworks like Ray.
- Hands-on experience with designing and maintaining Feature Stores.
Culture & Benefits
- Hybrid work environment.
- New hire orientation with job-specific onboarding and training, plus internal and global mobility opportunities.
- Competitive healthcare benefits, bonus, and performance incentives.
- Generous annual PTO, paid parental leave, and two additional paid days for holidays, cultural events, or inclusion initiatives.
- Access to employee resource groups designed to connect people across all hirify.global regions, drive action, and support communities.
- Values-driven culture emphasizing Passion, Determination, Agility, Unite, and Courage.
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