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算法工程化(Python+LLM/NLP)工程师
2.5-3万
人 · 本科 · 5年及以上工作经验 · 性别不限2024/12/26发布
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公司信息
上海昇迪凡科技术有限公司

外资(欧美)/1000-5000人

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职位描述
Job Title: Algorithm Engineer (Algorithm Engineering)
Location: Shanghai
Job Description: We are looking for an experienced Algorithm Engineer with a strong background in Python and Java, specializing in algorithm engineering. This role is pivotal in designing, implementing, and optimizing algorithms to address complex business challenges.
Key Responsibilities:
- Design and develop efficient algorithms in Python and Java to process and analyze large-scale data.
- Utilize advanced programming techniques to enhance the performance of algorithmic solutions.
- Optimize algorithms for deployment in production environments, ensuring high stability and efficiency.
- Collaborate closely with the data science team to understand business needs and translate them into technical solutions.
- Perform data preprocessing, feature engineering, and model evaluation to improve algorithmic performance.
- Write clean, maintainable, and scalable code along with comprehensive technical documentation.
- Stay abreast of the latest developments in algorithm engineering and apply them to improve existing solutions.
Requirements:
- Bachelor’s degree or higher in Computer Science, Artificial Intelligence, Data Science, or a related field.
- Proficiency in Python and Java programming with extensive experience in algorithm development.
- Deep understanding of algorithm engineering principles and practices.
- Strong theoretical knowledge and practical experience in data structures, algorithms, and complexity analysis.
- Familiarity with common algorithm engineering tools and frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
- Excellent problem-solving skills and the ability to work both independently and as part of a team.
- Effective communication skills to collaborate with cross-functional teams.
- Proficiency in English, with strong listening, speaking, reading, and writing abilities.
Preferred Qualifications:
- Practical project experience demonstrating expertise in algorithm engineering.
- Knowledge of distributed computing and big data processing technologies (e.g., Hadoop, Spark).
- Experience with data visualization and analysis to extract valuable insights from complex data sets.
Compensation and Benefits:
- A competitive salary and benefits package.
- Opportunities for career development and training, supporting continuous learning and growth.

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