AI / Machine Learning Engineer

Gyrus; Bengaluru; In loco; INR 800.000 - 1.200.000; Tempo pieno

Descrizione del lavoro

A technology company in Bengaluru is seeking an AI or Machine Learning Engineer to design and implement machine learning systems. The ideal candidate should have at least 2 years of experience with time series forecasting and strong programming skills in Python or similar languages. Responsibilities include researching ML algorithms, developing applications, and maintaining data integrity. This role offers an opportunity to work on cutting-edge projects in a collaborative environment.

Competenze

• Minimum 2 years experience designing and implementing time series forecasting.
• Minimum 2 years experience with supervised and unsupervised models.
• Processing, cleansing, and verifying the integrity of data for analysis.

Mansioni

• Design machine learning systems to meet requirements.
• Research and implement appropriate ML algorithms and tools.
• Train ML/AI algorithms and test for accuracy, precision, and recall.

Conoscenze

Machine Learning

Time Series Forecasting

Python

Deep Learning

Data Analysis

Object Oriented Programming

Formazione

Bachelor's Degree in Computer Science or related field

Strumenti

NumPy

Pandas

scikit-learn

PyTorch

TensorFlow

SQL

PostgreSQL

Cassandra

MongoDB

Descrizione del lavoro

AI or Machine Learning Engineer Bangalore

Design machine learning systems

Responsibilities:

• Design machine learning systems
• Research and implement appropriate ML algorithms and tools
• Develop machine learning applications according to requirements
• Select appropriate datasets and data representation methods
• Train ML/AI algorithms and test them for accuracy, precision and recall.
• Perform statistical analysis and fine-tuning using test results
• Train and retrain systems when necessary
• Extend existing ML libraries and frameworks

Job Profile:

• BachelorsDegree in Computer Science or related field required
• Minimum 2 years experience designing and implementing time series forecasting.
• Minimum 2 years experience designing and implementing machine learning solutions including supervised and unsupervised models.
• Object oriented programming skills in one of Scala, Java, Python, C++.
• Strong knowledge and understanding of machine learning pipelines from standardization, normalization, clustering, modeling, scoring, validation
• Time series forecasting using regressions models and Recurrent Neural Networks (RNN) including LSTM .
• Common data science toolkits, such as NumPy Pandas scikit-learn Matplotlib etc.
• Deep learning frameworks such as PyTorch TensorFlow
• Good scripting and programming skills
• Processing, cleansing, and verifying the integrity of data used for analysis
• Creating automated anomaly detection systems and constant tracking of its performance
• SQL and NoSQL databases such as PostgreSQL Cassandra MongoDB etc. is a plus
• Past history with AWS is a plus

Please contact us at 408-393-3645 – we are happy to answer your questions. You may also directly apply for this interesting position on our job portal.

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