Machine Learning Engineer
Gen Digital2 days ago
Kuala Lumpur, MalaysiaSenior
Responsibilities
- Frame and contextualize machine learning problems and design solutions for business use cases.
- Research, prototype, implement, and optimize machine learning algorithms, models, and systems.
- Analyze data and select appropriate datasets for modeling and testing.
- Design, execute, and monitor model experiments, metrics, and statistical analyses of business impact.
- Automate, architect, and orchestrate machine learning processes and pipelines.
- Monitor, optimize, and maintain machine learning solutions in production.
- Enrich machine learning libraries and model development frameworks.
- Develop internal tools and libraries for model governance across the machine learning lifecycle.
- Collaborate with MLOps Engineers and Data Scientists on system designs and architectures.
- Enforce test-driven development and engineering best practices for machine learning systems.
Requirements
- Strong mathematical, statistical, or actuarial background.
- Good programming knowledge and software engineering skills.
- Hands-on experience with machine learning, predictive analytics, and statistical modeling.
- Experience developing and deploying machine learning models in production.
- Proficiency in Python and SQL.
- Proficiency with machine learning libraries and frameworks such as scikit-learn, XGBoost, and LightGBM.
- Ability to solve problems and troubleshoot using established and novel approaches.
- Experience building machine learning systems and workflows is preferred.
- Familiarity with MLOps tools such as DVC, MLflow, Metaflow, Seldon, and BentoML is preferred.
- Familiarity with AWS, Docker, and Kubernetes is preferred.
- Solid communication and collaboration skills.
Benefits
- Flexible working options, time off, competitive pay, benefits, and well-being programs.
- The role is based in the Kuala Lumpur office.
- The hiring process includes a 15-minute TA call, a take-home assessment, and an interview and discussion with the hiring manager.
Tech Stack
Categories
About Gen Digital
Gen Digital is a public consumer cyber safety company that sells subscription software and services for cybersecurity, online privacy, and identity protection under brands including Norton, Avast, LifeLock, Avira, AVG, CCleaner, and ReputationDefender. Formed in 2022 by the merger of NortonLifeLock and Avast, it is headquartered in Tempe, Arizona, and serves more than 150 countries with a user base approaching 500 million. Revenue comes primarily from direct-to-consumer subscriptions and partnerships.