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ML Engineer - H1B/H4/GC/USC


Job Id : 11404

Jobtitle : ML Engineer - H1B/H4/GC/USC

Location : Sunnyvale, CA

Company Name : Talent Junction LLC

Industry : Information Technology

Salary : $71,800 - $124,000  YEAR

Job type : Contractor

Posted on: 2020-02-03


Required Skills : Python, Machine Learning, Visualizing

Benefits : No benefits are available


Job Description:

  • You are an expert on using data to build and train models. The models are then used to automate processes and forecasting the customer behaviournbsp; You will lead all the processes from data collection, cleaning, and pre-processing, to training models and deploying them to production. You are passionate about artificial intelligence and stay up-to-date with the latest developments in the field.
  • Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
  • Analysing 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 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
  • Defining validation strategies
  • Defining the pre-processing or feature engineering to be done on a given dataset
  • Training models and tuning their hyperparameters
  • Analysing the errors of the model and designing strategies to overcome them
  • Deploying models to production

Skills Required:

  • Proficiency with Python and libraries for machine learning such as scikit-learn and pandas
  • Expertise in visualizing and manipulating big datasets
  • General understanding of operating system, e.g. Windows and Linux
  • Outstanding analytical and problem-solving skills
  • Excellent communication skills to connect and engage with business SMEs with quick understanding on business problem
  • Ability to translate business problem into technical solution
  • Ability to write robust code in Python, Spark and R
  • Understanding of state-of-the-art Machine Learning techniques and have experience converting ML models to production grade, high volume scalable run time models
  • Experience in some machine learning frameworks – Scikit, MLPack, TF, SparkMLib
  • Experience with Docker, Containerization, AWS.
  • Experience in RDBMS such as Postgres or SQL Server
  • Ability to work with offshore team of engineers and making sure expectations are met and delivered to customer on time and right quality

Add-on skills:

  • Deep knowledge of math, probability, statistics and algorithms
  • Understanding of data structures, data modelling
  • Familiarity with machine learning frameworks (like Keras or PyTorch)

 

Experience:

  • BS or MS in Computer Science
  • Minimum 3 years of relevant experience in mandatory skills
  • Minimum 8 years of overall experience

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