Machine Learning Engineer SQL/Python/Spark
Công Ty Cổ Phần Công Nghệ DATA NestĐịa điểm làm việc: Hồ Chí Minh
Hết hạn: 12/08/2024
- Chi tiết công việc
- Giới thiệu công ty
Mức lương: Thỏa thuận
Loại hình: Toàn thời gian
Chức vụ: Nhân viên
Mô tả công việc
We are seeking talent with a strong background in machine learning and computer science (or related engineering fields) who has demonstrated practical experience to conduct research & development to help us create leading financial products. Your primary focus will be in (1) contributing to our leading R&D in Machine Learning and AI in finance, and (2) applying data mining techniques, doing statistical analysis, and building high-quality prediction systems integrated with our products in finance.
RESPONSIBILITIES
Collaborate with Business owners to define and design a roadmap for financial products
Collecting, cleaning, and preparing data at a large scale for modeling, building, tuning, and evaluating Predictive modeling using state-of-the-art methods
Constantly monitoring and evaluating model production, identify data anomalies that could affect model performance in production
Enhancing data collection to integrate information that is relevant to products
Doing thorough analysis, explore and visualize data to gain an understanding of it, presenting insight of data in a clear manner
RESPONSIBILITIES
Collaborate with Business owners to define and design a roadmap for financial products
Collecting, cleaning, and preparing data at a large scale for modeling, building, tuning, and evaluating Predictive modeling using state-of-the-art methods
Constantly monitoring and evaluating model production, identify data anomalies that could affect model performance in production
Enhancing data collection to integrate information that is relevant to products
Doing thorough analysis, explore and visualize data to gain an understanding of it, presenting insight of data in a clear manner
Yêu cầu công việc
BS/MS degree in a quantitative field (e.g., Computer Science, Information Technology, Applied Math, etc.), ideally, with experience, some academic training in Machine Learning or using Machine Learning techniques and algorithms
Good data engineering skills, such as data wrangling, feature engineering, sampling model building, model tuning, evaluation, and a solid foundation in probability and statistics are a plus.
Experience with Hadoop and Big Data-related technologies such as Map Reduce, Spark, Hive, HBase, Cassandra ...
Experience with common data science programming languages/frameworks, such as Python, Scala, R, SQL ...
Great communication skills, strong problem-solving capabilities, and a desire to learn
Data-oriented, production-oriented personality, strong product ownership. You keep a high bar for product quality
Excellent team player with the ability to maintain strong internal and external relationships
Good data engineering skills, such as data wrangling, feature engineering, sampling model building, model tuning, evaluation, and a solid foundation in probability and statistics are a plus.
Experience with Hadoop and Big Data-related technologies such as Map Reduce, Spark, Hive, HBase, Cassandra ...
Experience with common data science programming languages/frameworks, such as Python, Scala, R, SQL ...
Great communication skills, strong problem-solving capabilities, and a desire to learn
Data-oriented, production-oriented personality, strong product ownership. You keep a high bar for product quality
Excellent team player with the ability to maintain strong internal and external relationships
Quyền lợi được hưởng
Challenging problems to solve with high impact to the society.
High performing team members with strong background.
Great problems to solve, great team to work with.
Competitive starting salary.
13th salary, and bonuses depend on company profits, project reward.
Company-provided Apple computers.
Probation with 100% salary
Benefits for special holidays (Birthday, Marriage, Women's Day, Tet Holidays, Mid-Autumn, New born babies, International Children 's Day...)
Social Insurance on TOTAL salary
Support lunch 80.000VND/day and Happy Friday.
12 days of annual leave and 1 day of birthday leave.
Annual Health check-up.
Team building and company trip at 5-stars resort.
Support Grab for work.
Health care insurance for employees and family.
Life Insurance for the employee with indefinite contract.
High performing team members with strong background.
Great problems to solve, great team to work with.
Competitive starting salary.
13th salary, and bonuses depend on company profits, project reward.
Company-provided Apple computers.
Probation with 100% salary
Benefits for special holidays (Birthday, Marriage, Women's Day, Tet Holidays, Mid-Autumn, New born babies, International Children 's Day...)
Social Insurance on TOTAL salary
Support lunch 80.000VND/day and Happy Friday.
12 days of annual leave and 1 day of birthday leave.
Annual Health check-up.
Team building and company trip at 5-stars resort.
Support Grab for work.
Health care insurance for employees and family.
Life Insurance for the employee with indefinite contract.
Nộp hồ sơ liên hệ
Công Ty Cổ Phần Công Nghệ DATA Nest
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