Machine Learning Engineer

  • Full Time
  • Anywhere

Website Shiftu Technology Pvt Ltd

About us

We’re a startup specializing in applying Natural Language Processing and A.I. to solve problems across a number of exciting industries. We’re uncovering the information hidden in vast amounts of dark data and using that information to make smarter decisions and to deliver better products. As a team, we value diversity, creativity, new ideas, and a willingness to learn.

We are looking for a Data Scientist with a strong background in Natural Language Processing (NLP), machine learning / deep learning, statistical modeling, to build experience-driven products that will be used every day.

What we’re looking for

Here are a few things that we need you to be good at:

  • Python, including NumPy, Pandas, and other mathematics and scientific libraries
  • Tensorflow, Keras, PyTorch, scikit-learn, spaCy, RASA, and other frameworks or toolkits
  • Fundamentals of Natural Language Processing, Machine Learning, Deep Learning, stats
  • Real-world experience with tasks like text and document classification, summarization, semantic search, query understanding
  • Solid working knowledge and real-world experience with RNNs/LSTMs/GRU, CNNs, transfer learning with ELMo/BERT/GPT-2, Generative models like LDA, VAE, GAN

You’ll be responsible for things like:

  • Data mining and machine learning using state-of-the-art methods
  • Prototyping algorithms and optimizing for production
  • Augmenting client data with other real-world data or synthetic data when needed
  • Processing, cleansing, and verifying the integrity of data used for analysis
  • Doing ad-hoc analysis and presenting results in a clear manner

And these will score you some bonus points if you have some knowledge and experience of them:

  • Developing and deploying Python server-side applications and micro-services
  • Google Cloud Platform and Amazon Web Services
  • Proficiency in query languages like SQL, Hive, Pig
  • Ingesting structured and unstructured data
  • Continuous Learning
  • Topic modeling, knowledge-graphs, & natural language generation
  • Data visualization in Matplotlib, Bokeh
  • Agile development experience

In addition, we’ll likely get along really well if you:

  • Constantly reflect on code reuse and modularization (humor is not the only thing you like DRY)
  • Feel mildly ashamed when QA finds a hole you didn’t think of (i.e. you test your own features before considering them “done”)
  • Are a data science purist at heart, but a pragmatist in practice
  • Care little about the buzz in A.I. and rather enjoying finding new solutions to challenging problems

What you’ll be doing

We are using natural language processing, machine learning, and A.I. to solve some of the most interesting and challenging problems facing the world today. Our data science team is only a handful of people, but it is the heart of everything we do, so you’d be coming in near the ground floor with a chance to contribute ideas as much as research and production code

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In Other’s Words

I am satisfied with the up-gradation done by Shiftu for my site. I appreciate your fixing the on page issues as you described. That says a lot about your company and I would be happy to say that I was very happy with your work. I hope we can stay in touch and I will be happy to give references for you.

Charles Gueli (Owner, Founder & CEO of Homeowner-helpline.com)

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