מחקר

Senior Machine Learning Developer

145333

תאריך עדכון

21/06/2020

תיאור המשרה

Senior Machine Learning Developer
The company disrupts eCommerce Advertising by automating the work of the PPC expert. Our product uses Google Ads API in conjunction with traditional and Machine Learning algorithms in a web environment containing AngularJS, NodeJS, Java, MongoDB, Redis and Elastic. We finished very successful pilots and are growing rapidly to reach aggressive business targets.
Responsibilities
We are looking for self-motivated, highly experienced Machine Learning senior developer to implement high performance Advertising Automation using machine learning, natural language processing, statistical modeling and other expert systems and augmented intelligence techniques.
The developer will be responsible for delivering production ready working solutions including: detail design, coding, data generation and/or gathering and different testing stages. The developer may lead junior developers technically for achieving the tasks. He/she will report to the CTO.
In addition to the above the role requires
    • Gathering requirements and investigating relevant design solutions face=Arial size=2 color="#666666">
    • Analyzing the ML algorithms that could be used to solve a given problem face=Arial size=2 color="#666666">
    • Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world face=Arial size=2 color="#666666">
    • Training ML models in Python/R and tuning their hyperparameters face=Arial size=2 color="#666666">
    • Candidate should be passionate about AI and stay up to date with the latest developments in the field. face=Arial size=2 color="#666666">
    • High motivation to reach high quality deliveries on time face=Arial size=2 color="#666666">
The work will be from home / company offices based on needs
Prerequisites
2 to 3 years of experience in at least one of the following
    • Strong Python programming, usage of open source libraries  such as Scikit-learn, NumPy, and pandas.
    • Strong knowledge of NN based NLP (Text Clustering, Topic Modelling, Information Extraction) processing unstructured data content
    • Machine learning programming (Supervised and Unsupervised) algorithms, Clustering.
    • Usage of Deep learning frameworks such as TensorFlow or PyTorch
Mandatory
    • Bachelor’s degree or above from an accredited college/university
    • Experience with CNN, RNN, LSTM, GRU, Pretrained Embeddings and Word Embeddings (word2vec & Glove)
Advantage
    • Experience with Elastic DB
    • Experience in working in Agile teams
 
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