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senior data engineer

data scientist

暫無數(shù)據(jù)
As a Data Scientist, you will design, develop, deploy predictive models machine learning solutions to solve complex business challenges. You’ll collaborate with data engineers, business analysts, clients to translate requirements scalable data products, from concept to production.
This role is ideal fsomeone passionate about statistical modelling, machine learning, deriving actionable insights from large datasets.
Key Responsibilities
1. Develop robust data models conduct feature engineering to improve model performance
2. Perform exploratory data analysis (EDA) to uncover patterns, trends, insights
3. Collaborate with data engineers to build optimize data pipelines fmodel training inference
4. Evaluate model performance using appropriate metrics validation techniques
5. Deploy models production environments in collaboration with ML engineers DevOps teams
6. Communicate findings recommendations to technical non-technical stakeholders through visualizations reports
7. Stay up to date with emerging trends in AI/ML apply best practices in model interpretability, fairness, MLOps
Requirements
1. Bachelor’s Master’s degree in Data Science, Computer Science, Statistics, Mathematics, a related field
2. 3+ years of experience in data science machine learning roles
Strong proficiency in Python (e.g., pandas, scikit-learn, NumPy, statsmodels)
3. Experience with data modelling, feature engineering, statistical analysis
4. Familiarity with MLOps tools (e.g., MLflow, Kubeflow, Airflow) cloud platforms (AWS, GCP, Azure)
5. Knowledge of SQL database systems
6. Experience with version control (Git) collaborative development workflows
7. Strong analytical thinking problem-solving skills
更新于 2025-12-03
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工資待遇區(qū)別

崗位名稱
平均工資
較上年
¥31.8K
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說明:senior data engineer和data scientist哪個(gè)工資高?senior data engineer等于data scientist。senior data engineer平均工資¥/月,2026年工資¥K,data scientist平均工資¥31.8K/月,2026年工資¥K,統(tǒng)計(jì)依賴于各大平臺(tái)發(fā)布的公開數(shù)據(jù),系統(tǒng)穩(wěn)定性會(huì)影響客觀性,僅供參考。

就業(yè)前景區(qū)別(歷年招聘趨勢)

崗位名稱
2025年職位量
較2024年
說明:senior data engineer和data scientist哪個(gè)就業(yè)前景好?senior data engineer2024年招聘職位量 2,較2023年下降了 83%。data scientist2025年招聘職位量 86,較2024年增長了 13%。統(tǒng)計(jì)依賴于各大平臺(tái)發(fā)布的公開數(shù)據(jù),系統(tǒng)穩(wěn)定性會(huì)影響客觀性,僅供參考。

學(xué)歷要求區(qū)別

本科 67.6%
碩士 20.6%
博士 8.8%
大專 2.9%
說明:senior data engineer和data scientist的區(qū)別? data scientist需要什么學(xué)歷?本科占67.6%,碩士占20.6%,博士占8.8%,大專占2.9%。

經(jīng)驗(yàn)要求區(qū)別

5-10年 44.1%
3-5年 20.6%
1-3年 17.6%
不限經(jīng)驗(yàn) 17.6%
說明:senior data engineer和data scientist的區(qū)別? data scientist經(jīng)驗(yàn)要求哪個(gè)最多?5-10年占44.1%,3-5年占20.6%,1-3年占17.6%,不限經(jīng)驗(yàn)占17.6%。

data scientist與其他崗位進(jìn)行PK