MACHINE LEARNING - OPS

Responsibilities:

ï‚· Understanding business objectives and developing models that help to achieve them, along

with metrics to track their progress

ï‚· Implementing data science prototypes by applying appropriate ML algorithms and tools

ï‚· Running hypothesis tests, performing statistical analysis, and interpreting test results

ï‚· Solving complex problems with multi-layered data sets, as well as optimizing existing

machine learning libraries and frameworks

ï‚· Analysing the ML algorithms that could be used to solve a given problem and ranking them

by their success probability

ï‚· Documenting machine learning processes and keeping abreast of developments in machine

learning & ML-Ops

ï‚· Assessing, implementing & deploying cloud infrastructure, data pipelines to meet deadlines

and the business objectives while minimizing costs

ï‚· Deploying ML pipelines to production using CI/CD, and scaling ML algorithms to analyse

huge volumes of historical data to make predictions in a batch or streaming environment

while meeting the required SLAs

ï‚· Consulting with client partners to assess their current ML-Ops maturity, answer any

questions they may have, and design an ML-Ops strategy (roadmap, tech stack & associated

nuances) to meet their requirements

Skills & Requirements:

 Bachelor's/ Master’s degree in computer science, data science, mathematics, or a related

field

ï‚· At least 2-3 years' experience as a machine learning engineer

ï‚· Experience in deploying models on the cloud, and awareness of tools like Sagemaker, ML-

Flow and other ML-Ops tools

ï‚· Advanced proficiency with Python & PySpark

ï‚· Extensive knowledge of ML frameworks, libraries, data structures, data modelling, and

software architecture. Knowledge of deep learning framework such as TensorFlow/PyTorch

is a plus

ï‚· In-depth knowledge of mathematics, statistics, and algorithms

ï‚· Superb analytical and problem-solving abilities

ï‚· Great communication and collaboration skills

ï‚· Excel

• Experience

  2 - 3 Years

• No. of Openings

  1

• Education

  Graduate (B.Tech/B.E)

• Role

  Machine Learning

• 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 Home