Machine Learning Engineer

AINQA Health QDM

Qualifications:

 5-7 years of professional experience in machine learning, data science, or related roles.

 Should have good exposure and understanding in time series Modelling using ARIMA, ARIMAX

 Exposure into how to handle underfitting and overfitting.

 Should be capable of applying techniques which helps to generalize Models.

 Regularization techniques LASSO, RIDGE & ELASTIC NET and when to apply them.

 Good exposure in Unsupervised machine learning like clustering, dimensionality reduction, Outlier detection

 Ability to understand how Models are optimized using various techniques including Gradient Descent approach.

 Good understanding of deep learning algorithms CNN, RNN, LSTM and how to control overfitting in such cases.

 Good hands on in data engineering to process huge scale of data using Big Data (Spark/Hive)

 Good coding practices to write production ready code for creating data pipeline for Models to consume.

 Very good hands on in python (Pandas/Numpy/Scikit-Learn/NLTK/spaCy/Matplotlib)

 Able to apply the right level of ML techniques for the given problem statement.

 Ability to access information contained in data and engineer appropriate features.

 Familiar with Python language and various platforms for hosting ML models

 Expert in model training, tuning and validation.

 Expert in statistical techniques, deep learning methodologies, GenAI, alternate techniques such as Bayesian etc.

 Exposure to big data and related models

 Ability to articulate model choice and convert outcome for business decision making.

 Expert in Model Development Lifecycle from sourcing to model monitoring

 Ability to create code that is highly performance in the given platform.

 Ability to map model and business use case to the appropriate platform and tools needed.

 Understanding of technical and machine learning governance

 Ability to validate and articulate model choices with relevant metrics (precision, recall, confusion matrix, RMSE,

• Experience

  5 - 7 Years

• No. of Openings

  1

• Education

  Professional Degree

• Role

  Machine Learning Engineer

• Industry Type

  IT-Hardware & Networking / IT-Software / Software Services

• Gender

  [ Male / Female ]

• Job Country

  India

• Type of Job

  Full Time

• Work Location Type

  Work from Office