data science / machine learning team lead

yayınlanma
şimdi başvur

iş ilanı detay

yayınlanma
lokasyon
maslak, ıstanbul (avrupa)
sektör
IT & Telekomünikasyon
referans numarası
4737

iş tanımı

We are looking for a Data Science / ML Team Lead for our client which is operating in High Tech sector.

Apply machine learning and statistics expertise to solve analytical problems mainly in finance
Work as a member of software development team to convert analytic results into products
(mainly with Python)
Use machine learning expertise to conceptualize new solutions for financial problems
Communicate and document progress and results to the customers
Tutor and lead a team of junior data science engineers in daily tasks and ML concepts

nitelikler

Solid theoretical understanding of machine learning concepts and algorithms, ability to
conceptualize new solutions and models for ML problems
At least 3 years of practical and demonstrated experience with supervised and unsupervised
machine learning algorithms (e.g. random forest, multilayer perceptron, SVM, k-means clustering,
PCA)
Solid experience with writing production-grade Python 3 and its scientific computation and
visualization packages (e.g. numpy, pandas, scikit-learn, matplotlib)
Experience with SQL is necessary to extract and work with data residing in RDBMSes (mainly
MSSQL)
Skills in data preprocessing, cleaning and data visualization
Proficiency in probability and statistics (theoretical know-how) 
Fluency in written/spoken presentation of analytical results in English

Plus;
A graduate degree (either completed or ongoing) with machine learning related focus is a big plus
Experience with deep learning libraries is a plus (e.g. TensorFlow, PyTorch)
Experience with an additional, OOP language is a plus (e.g. C#, C++)
Experience with distributed big-data computing frameworks is a plus (e.g. Hadoop, Spark, Elastic,
Couchbase, etc)
Experience with financial data and solutions experience is a plus
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