Job Summary


Salary
S$7,000 - S$13,500 / Monthly EST

Job Type
Permanent

Seniority
Mid

Years of Experience
At least 4 years

Tech Stacks
Qliksense R XGBoost Spark SQL Python

Job Description


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We are looking for a client facing Data Scientist with at least 4 years of hands-on experience building Data Science solutions. The candidate is expected to be very hands-on with building and deploying Machine Learning applications using programming languages like Python and R and should have demonstrated sustained exceptional performance, innovation, creativity, insight and good judgment.

Key Responsibilities

The candidate will be working directly with the client working on a number of Data Science use cases. Below are the candidate’s responsibilities:
  • Understand the data ecosystem and the infrastructure in place for Data Science projects
  • Build end-to-end Data Science models with minimal or no supervision
  • Mentor and guide other Data Scientists on the projects.
  • Ability to understand the business use cases and build models.
  • Work with Internal teams and external clients to identify opportunities or help solve business problems and challenges.
  • Work with the offshore Data Science and manage the team
  • Contribute to HCL’s thought leadership by writing papers and knowledge nuggets
  • Be involved in HCL’s solution design for innovation and be a champion in this space

Job Requirements

Technical Skills:
  • At least 4 years of hands-on experience building Data Science solutions
  • Bachelor's / Master’s / PhD in Statistics, Computer Science, Economics or related field preferred OR equivalent professional experience
  • Experience writing SQL codes for data exploration
  • Experience writing efficient codes in Python for feature engineering and building predictive models
  • Sound knowledge of various machine learning algorithms like Decision trees, Random Forests, Gradient Boosting, XGBoost, deep neural networks etc.,
  • Experience working on text data building NLP models
  • Knowledge of building interpretability into the models to explain outcomes
  • Ability to build end to end pipelines to deploy models
  • Knowledge of using Spark APIs for R and Python to work on Big Data
  • Hands on Experience working on any cloud technologies would be desirable
  • Experience building dashboards using QlikSense

Business Skills:
  • Proven experience in effectively partnering with business teams to deliver their goals and outcomes
  • Excellent problem-solving skills and creativity
  • Ability to think outside the box
  • Ability to learn and adapt quickly to varied requirements
  • Thrive in a fast-paced environment
  • Goal oriented with strong attention to detail