Data Scientist - Ideas2IT

Data Scientist

Location

India

Skills

Data Science

Experience

3-8 years

About Us

We are a Product Engineering company. We specialize in building innovative products from ideation to development. We are not a typical IT services company and don’t do support and maintenance projects! Founded by an ex-Googler (or Xoogler) in 2009, we have created a niche for ourselves by leveraging the most exciting technologies in AI/ML, Cloud, DevOps, IIoT, and more. Our people have a fantastic time upskilling and working on them.

We have an enviable list of customers, including Facebook, Oracle, Siemens, Roche, Medtronics, and several exciting startups. Our projects are typically innovation-driven. For instance, we are building an AI platform to personalize cancer treatment by analyzing  genealogy data. Work can’t get more impactful than this!

We have a 4.7 rating on Glassdoor!

What’s more, did you know that we have spun off several exciting product AI and RPA companies like PipeCandy and element5? Our spin-offs operate from the same office and present unique opportunities to the challenge-hungry. So when you join Ideas2IT, you actually open up a whole new world of possibilities!

Job description

 

About Ideas2IT

Ideas2IT is a product engineering firm where Technology, Business, and Product engineering intersect. We possess deep expertise in building consumer and SaaS products. We deliver innovative solutions that involve developing cloud-native, scalable, data-driven applications. We take up the development of cognitive applications that leverage Machine Learning and NLP.

We have clocked phenomenal growth in the last ten years and are marching towards lofty goals. Ideas2IT has successfully rolled out multiple products like Pipecandy, that have become successful VC-funded startups.

Our casual work culture, flexible work hours, flat organization structure, and non-Bell Curve appraisals are just a few factors that have led to our 4.5 Glassdoor rating.

What’s more, we have an ESOP program! When you join us, you could become a proud co-owner of one of our upcoming product companies.

 

What is in it for you?

 

  • Make a difference to cutting edge Silicon Valley AI startups
  • Execute innovation projects for our enterprise customers like Facebook, Siemens and Roche
  • Work on our own products which gives a lot of freedom to bring your ideas to the table
  • If you have your own great idea, we will incubate it
  • Work in a culture that values capability over experience and continuous learning as a core tenant
  • You will get to bring your ideas to the table and make a significant difference to the success of the product instead of being a small cog in a big wheel

 

To give you an idea, a few things we are currently working on:

 

  • Working with Facebook AI Research (FAIR) team on core ML projects like improving Torchserve model serving and Pytorch training
  • Document Comprehension Engine leveraging RNN and latest OCR techniques
  • AI-driven Adaptive engineering to semi-automagically build industrial designs based on historical data
  • A sophisticated Q&A system that builds a KB on the fly out of unstructured documents
  • And many more

 

Job requirements

Here’s what you’ll bring

 

  • 3-8 years of strong Data Science experience (statistics, Machine learning and Deep learning)
  • Software development skills in one or more high-level languages (Python/Java/R/Scala)
  • Has good understanding of Deep learning algorithms – RNN, LSTM, CNN, RCNN
  • Expert in at least one of DL frameworks like Pytorch, Tensorflow, Keras
  • Experience using encoder decoder architecture, statistical and Transformers models
  • Semantic and syntactic analysis for pre-processing, key phrase extraction, intend and entity extraction
  • Experience developing applications for NLP tasks like NLI, Q&A, Sentiment analysis
  • Implementation of chat bots like Rasa, Amazon Lex is a plus

Why work at Ideas2IT

Startup Of Startups

We build multiple products ourselves, hence you will have broad exposure and all the excitement and learnings that come with working for startups. But since we have large enterprises like Ericsson, Medtronics, and Oracle as anchor customers, we are very stable. Its all the excitement of startups without the associated risk.

Accelerated Growth

We invest heavily in our employees learning at an accelerated pace. In addition to cutting edge technologies, we create opportunities to learn leadership, entrepreneurship and so on. We have many programs likes Shart Tank, Tech talks, learning groups to make this happen. You can also take initiatives and bring in new technologies.

Culture

We have a unique culture with a lot of individual freedom and responsibility. Many decisions that managers will make in other companies are done by adhoc employee committees. There is a reason people have been with us since founding 10 years ago!

Meritocracy

We believe in employer’s growth should be according to their accomplishment instead of years of experience. You will get ample opportunities to prove yourself and raise at your own pace.

Benefits

Enjoy benefits like simple, convenient opta credit employee loans, health insurance, relaxed dress code (as long as you don’t come in your night clothes!), Flexi-Benefit to save taxes and Zeta card (Foooood).

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