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Job Summary


Job Type
Permanent

Seniority

Years of Experience
Information not provided

Tech Stacks
API
Python
Java

Job Description


Apply
  • Data expert via developing and implementing with a focus on Bayesian optimization, mathematical optimization, statistics and machine learning capabilities to develop solutions with broad range of variety, but especially when chemistry, physics, and cheminformatics knowhow might be critical.
  • Work directly with data (either available data or creating sourcing/suggestion of data source) to derive actionable insights
  • Analyze as-is process, develop to-be process, and identify gaps which must be addressed to reach the desired end state into a digital product.
  • Act as technical and scientific resource for software development colleagues in all phases of the development and implementation process
  • Assess diverse confidential datasets (focused on numeric data but including other data types such as text, and others where relevant) for correlative, clustering, predictive, etc. outcomes.
  • Collaborate continuously with subject matter experts from R&D and businesses to utilize good business understanding and enable business to understand and use your results
  • Create model comparison benchmarks and model selection processes · Support the engineers in model optimization and productization to bring develop models into production
  • Documentation which clearly explains how algorithms have been implemented, verified and validated.
  • For prototyping, front and back-end requirements:
o Understanding of API and interfaces to sub-systems

REQUIREMENT
  • PhD in fundamental sciences in particular in Chemistry, Physics, and Mathematics with a strong quantitative focus and its allied disciplines
  • Required Skills: Programming skills (Python), Mathematics (Linear Algebra, Calculus, etc); data Science skills (Bayesian optimization, Gaussian process, etc.)
  • Well experienced in machine learning as well as combining and transforming data from heterogeneous sources.
  • Passion for programming, data visualization, and machine learning. Great attention to detail!
  • Ability to analyze existing solutions in python, Java, and other relevant programming languages and adapt these solutions to where applicable a containerized plugin architecture for incorporation into a central tool repository
  • Consultancy mindset while displaying a high degree of flexibility and ability to learn new skills quickly
  • Strong interest in researching and implementing new ML related technologies in the core domain of Chemistry and Physics
  • Proven track record of completing multiple data science projects end-to-end; from idea generation, objectives formulation, to implementation

APPLICATION NOTE
Interested applicant please apply to the position with your updated CV in MSword or PDF format together with the following information.

  1. Current Package
  2. Reason for Leaving
  3. Notice Period
  4. Expected Basic Salary

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