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Algorithm Engineer
互联网、AI·后端开发
Algorithm engineers design, develop, and optimize AI models, transforming business problems into mathematical and code-based solutions—a tech-driven role.
Daily work
- 01Clean and preprocess large-scale datasets to ensure data quality.
- 02Design and train machine/deep learning models, tuning hyperparameters.
- 03Analyze model performance, conduct A/B tests and evaluation.
- 04Collaborate with product and engineering teams to deploy models to production.
- 05Read cutting-edge papers, reproduce and improve latest algorithms.
Ability requirements
Hard skills
- Proficient in programming languages like Python, C++
- Solid theoretical foundation in machine/deep learning
- Familiarity with frameworks such as TensorFlow, PyTorch
- Data processing and feature engineering skills
- Strong grasp of data structures and algorithms
Soft skills
- Logical thinking and problem analysis
- Continuous learning and self-motivation
- Team collaboration and communication
- Stress resilience and time management
Best suited for
Ideal for those with a strong interest in math and programming, who enjoy delving into underlying principles, can handle high-intensity iteration and uncertainty, and crave technical growth.
Less suited for
Not suitable for those who seek job stability, dislike frequent changes, lack patience for math and code, or prefer clear instructions and routine work.
Salary (monthly)
Pre-tax estimate, tier-1 cities with social insurance · reference only
Profile
MBTI Fit
Resume examples for this role
Disclaimer: Salary figures on this page are estimated pre-tax monthly pay for positions with social-insurance contributions in China's tier-1 cities; other cities are converted using regional coefficients. Dimension scores and MBTI fit are editorial estimates, provided for reference only, and do not constitute any promise or advice.