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کلاریتی | Clarity

کامپیوتر، فناوری اطلاعات و اینترنت ۱۱ تا ۵۰ نفر www.clarityint.com

استخدام Senior Machine Learning Engineer

  • دسته‌بندی شغلی

    IT / DevOps / Server

  • موقعیت مکانی

    تهران ، تهران

  • نوع همکاری

    تمام وقت

  • حداقل سابقه کار

    سه تا شش سال

  • حقوق

    توافقی

شرح موقعیت شغلی

 ( Job Description Summary)

 Your primary task in this position will be implementing concrete machine learning methods and solutions. This includes but not limited to classical machine learning, Deep learning, and NLP and time series analysis. You will design and develop ML solutions to complex problems ranging from deploying automation models in a cluster, to ML algorithms which analyze various data sources. You will be working with a team of dynamic engineers, data scientists, and ML researchers who take part in solving complex problems.


 (Key Responsibilities)

 ·         Delving into the state-of-the-art machine learning methods and developing and/or applying statistical modeling techniques; In particular, deep learning, optimization, and other ML techniques


 ·         Explore multiple machine learning algorithms and develop improvements to existing algorithms to improve performance on a dataset


  ·         Collaborate with Product, Engineering, and Design teams to build ML solutions


  ·         Monitor, refine, optimize and improve the quality of ML solutions


  ·         Designing and developing machine learning and statistics functions written in Python


  ·         Writing software that is used by others


  ·         Object-oriented design and implementation



 (Knowledge and Skills)


  ·         You are proficient at scientific python, and a common DL framework (PyTorch, TensorFlow, Keras). Knowledge of CUDA is a plus.


·         Knowledge of text mining, NLP and time series analysis


·         Experience working with tabular datasets, data preprocessing and exploratory data analysis


  ·         Python (Scikit-learn, NLTK, Pandas, …)


  ·         Excellent understanding of machine learning techniques and algorithms, such as Deep learning, RNN, re-enforcement learning, CNN, probabilistic modeling, classical machine learning methods such as Naive Bayes, SVM, Decision Trees, Regression, Clustering models, etc.

           Familiar working with SQL database
           Familiar working on big data (SparkMLlib)

  ·         Writing and speaking English


 


معرفی شرکت

Clarity is built on a 25-year heritage of successful delivery of complex real-time enterprise operational management solutions globally. Clarity Global is headquartered in Australia with Solution Centers in Asia, Middle-East and Europe. Our multinational team builds lifelong relationships with our customers, committed to delivering continuous value with managed services solutions that Automate, Optimize and monetize their Business. We are selling value to our customers by enabling them to exploit the maximum benefits they can from our solutions and services. We are with our customers and have our skin on the game all the way in this journey Clarity Global possesses a broad portfolio of ready-to-use and customizable products in the areas of Big Data analytics, Service provisioning and Assurance, SLA monitoring, Alarms, Inventory, Ticketing by applying breakthrough technologies like Artificial Intelligence and Machine learning using new algorithms to fit our customers with 5G and ever-increasing customer needs in a very competitive telecom industry.

  • مهارت‌های مورد نیاز

    Machine learning Python NLP

  • جنسیت

    مهم نیست

  • وضعیت نظام وظیفه

    پایان خدمت

  • حداقل مدرک تحصیلی

    کارشناسی ارشد
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