• Spotflock Technologies - Machine Learning Engineer/Data Scientist - Tensorflow/Algorithm Jobs in Hyderabad,India

  • Spotflock Technologies Pvt Ltd
  • Save Job
  • 3 - 5 Years
  • Posted : above 1 month

Job Description:



- We are looking for an expert in machine learning to help us extract value from our data

- You will lead all the processes from data collection, cleaning, and preprocessing, to training models and deploying them to production

- The ideal candidate will be passionate about artificial intelligence and stay up-to-date with the latest developments in the field

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

Job Specifications

Education/ Qualification With a solid foundation in Computer Science and strong competencies in Mathematics or similar field; Masters degree is a plus

Experience 3 - 5 years with at least 2 years of experience in ML libraries and algorithms

Skills

- Proficiency with a deep learning framework such as TensorFlow or Keras

- Proficiency with Python and basic libraries for machine learning such as sci-kit-learn and pandas

- Expertise in visualizing and manipulating big datasets

- Proficiency with OpenCV

- Familiarity with Linux

- Ability to select hardware to run an ML model with the required latency

Profile Summary:

Employment Type : Full Time
Salary : Not Mentioned
Deadline : 11th Mar 2020

Key Skills:

Company Profile:

Not Mentioned

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