Data Scientist III (Dublin, Ireland)

Company:
Location: Dublin

*** Mention DataYoshi when applying ***

Overview:
Are you an experienced Data Scientist eager to make your mark on a growing company? iCIMS is looking for a Senior Data Scientist to join our growing Dublin team and help drive our artificial intelligence/machine learning initiatives. You will work alongside a team in Dublin and the U.S. as you take the lead on machine intelligence initiatives for large-scale recruitment processes such as understanding resumes/CVs, job descriptions or interview transcripts. You will also perform information extraction for matching & ranking of talent such as summarizing CVs or making salary recommendations. The ideal candidate is a passionate problem solver who will be able to use their experience in Deep Learning and Natural Language Processing along with an understanding of Reinforcement Learning to help drive up-and-coming projects and initiatives. If you are excited to join a growing team, be hands-on with leading edge technologies and help to shape the future of AI/ML at iCIMS, apply today!
Responsibilities:
  • Apply advanced statistical and predictive modeling techniques to build, maintain, and improve on decision making
  • Extract actionable insights from huge volumes of data using data mining, statistics, and database techniques
  • Conduct studies, rapid pilots, and identify metrics
  • Guide other team members on best practices and review their analysis.
  • Be the go to person for advanced models, analysis and data science and possess an independent work ethic which includes end-to-end project
  • ownership
  • Identify best practices on data quality issues, root causes and remedies to be implemented by the data engineers
  • Work directly with product teams and leaders to understand requirements and communicate results
  • Consistently ensure that business is conducted with integrity at all times and that behavior aligns with iCIMS policies, procedures, and core competencies
Qualifications:
  • Demonstrates a sense of urgency and takes initiative
  • Maintains flexibility and reacts to change appropriately
  • Receives and takes action on feedback and lessons learned for continual professional improvement and development
  • Takes measures to enhance body of knowledge and skill set through training
  • Minimum of 5-7 years of related work/graduate experience
  • Strong written and verbal communication skills
  • Skills to create examples, prototypes, demonstrations to help management better understand data science work
  • A good understanding of design and architecture principles
  • Previous work experience with machine learning is a plus
  • Other duties as assigned

Libraries and technology stacks
  • Numerical libraries (Tensorflow/Keras/Pytorch/Mxnet or similar) and exposure to various neural architectures: RNNs, transformers, graph representation, reinforcement learning with a focus on NLP
  • Familiarity with a whole class of supervised and unsupervised techniques: clustering, classification, regression, visualization and interpretability of results (tSNE, UMAP, ..), decision trees, gradient boosting
  • Experience with high level statistical software (Python data stack - Numpy/Scipy or similar, R, Matlab, Pandas, SAS etc)
  • Experience with SQL, ability to develop and query databases, and perform statistical analysis
  • End-to-end deployment experience (productionizing inference) a plus but not required

Education/Certifications/Licenses Required
  • Bachelors or preferably Masters degree in statistics or another quantitative discipline
Compensation & Benefits:
iCIMS offers the following benefits: medical, dental, vision, 401(k), an open vacation policy, sick days, short-term disability, long-term disability, maternity/bonding and parental leave, tuition reimbursement, flexible savings accounts, paid holidays, life and AD&D insurance.

*** Mention DataYoshi when applying ***

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