>

ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING (AI/ML )ENGINEER

Singapore Press Holdings

  View Salaries, Reviews, and more
VIEW COMPANY PAGE

Job Summary


Salary
$5,500 - $7,750 SGD / Monthly EST

Job Type
Permanent

Seniority
Mid

Years of Experience
At least 3 years

Tech Stacks
Docker
Strategy
Analytics
R
pySpark
Azure
SQL
Hadoop
Python
AWS
Java

Job Description


Apply
  • Experience in Python
  • Experience in working with large datasets with statistical analysis
  • Capability to identify and troubleshoot potential Business issues
  • Experience in Data Science/Machine Learning
  • Familiarity with a broad set of modeling techniques; aptitude in mathematics, probability, algorithms, experimentation methods, hypothesis testing
  • Hands-on programming/implementation ability in R/Python/Java , NO-SQL DB s
  • Knowledge of Big Data Tools: Real Time streaming engines, Messaging Queues, Hadoop, PySpark ( added advantage)
  • Prior experience working any cloud infrastructures such as AWS, GCP, Azure
  • Ability to write production level code and experience pushing machine learning models to production
The Daily


  • Apply supervised and unsupervised machine learning techniques, such as linear and logistic regression, decision trees, and k-means clustering, ensemble models, Neural Networks
  • Develop analyses segmentation, propensity models, KPI deep dives, marketing efficiency, behavioral clustering, customer lifetime value and customer journey analytics.
  • Curate audiences and inform engagement tactics to enable differentiated, relevant marketing touches across CRM channels (email, in app, push).
  • Synthesize analytics and statistical approaches into easy-to-consume storylines, both visually and verbally, and provide indicated actions for executive audiences.
  • Capture business requirements for data and analytic solutions and collaborate with the Marketing team to ensure business requirements align with business needs.
  • Analyze content promotions and surface insights that will help drive viewership and a more loyal customer base.
  • Support day-to-day collaboration with Marketing to communicate insights and recommend data informed strategies

Job Requirements


  • 3+ years of experience building data science models (Regression, Decision Trees, K-Means,ensemble models, Neural Networks, etc.).
  • 3+ years of hands-on experience with commercial applications of machine learning
  • Hands-on experience with Text mining and Computer vision techniques
  • Experience with large data sets and analytical tools.
  • Proficiency in scripting languages (SQL, Python, R, etc.).
  • Knowledge of a dashboarding language (Tableau, looker, etc.) or equivalent report building experience not required but a plus Other desired qualifications: - Strong curiosity, leadership and business acumen.
  • Passionate about using data to drive strategy and product recommendations.
  • Experience in Media company , subscription-based businesses or eCommerce preferred.
  • In-depth knowledge of statistics and machine learning algorithm
  • Curious and careful about the business impact of their work
  • Able to work collaboratively and proactively alongside scientists, engineers, and analysts
  • Experience in deep learning, causal inference, uplift modeling, or econometrics is a bonus
  • Good Python programming skills, intimate with the Python data science stack
  • Knowledge of best practices for software development and data organization, and pleasure in working in an open source environment (Github is at the core of our workflow)
  • Participate in data architecture decisions and partner with technology teams to implement models/algorithms in production
  • Manage the continuous improvement of data science and analytics by researching industry best practices and staying up-to-date on analytical practices
  • Integrate data science solutions into current business processes
  • Experience with Microservices and model productionisation with Containers (like Docker) will be advantageous

Salaries of Data Scientist at Singapore Press Holdings

Salaries from Singapore Press Holdings that are similar to ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING (AI/ML )ENGINEER

5500 - 7750 SGD

Estimated Salary Range

View more Data Scientist salaries at Singapore Press Holdings View more Data Scientist salaries


NodeFlair Insights of Singapore Press Holdings