Machine Learning Engineer at Jobisite / employment-usa.net

This job ad has been posted over 40 days ago...

applicants

Machine Learning Engineer

at Jobisite in Kerala

Requirements : 2 to 4 years of experience

Skill Sets :

• Proficiency with a deep learning framework such as Tens or Flow or Keras
• Proficiency with Python and basic libraries for Machine Learning such as scikit-learn, pandas, matplotlib etc.
• Work experience in various ML projects(NLP,Vision,NER).
• Expertise in visualizing and manipulating big datasets
• Proficiency with OpenCV
• Familiarity with Ubuntu
• Ability to select hardware to run an ML model with the required latency
• Familiarity with cloud services (GCP,AWS)
• Knowledge in object detection, text extraction techniques
• Graduate in any discipline. An understanding of AI services like Google Vision, Spacy, Bert, etc would be helpful.

Roles & Responsibilities :

• Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
• Managing available resources such as hardware, data, and personnel so that deadlines are met
• Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
• 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
• Verifying data quality, and/or ensuring it via data cleaning
• Supervising the data acquisition process if more data is needed
• Finding available datasets online that could be used for training
• Defining validation strategies
• Defining the preprocessing or feature engineering to be done on a given dataset
• Defining data augmentation pipelines
• Training models and tuning their hyperparameters
• Analyzing the errors of the model and designing strategies to overcome them
• Deploying models to production

Reference : Machine Learning Engineer jobs

» Apply now