Machine Learning Engineer at Aikon Labs Private Limited · Pune · 0 - 5 years · ₹1L - ₹8L / yr · Bootstrapped · Posted 19 Mar 2020
Machine Learning (ML)
Deep Learning
Python
FlaskAikon Labs Pvt Ltd is a start-up focused on Realizing Ideas. One such idea is iEngage.io , our Intelligent Engagement Platform. We leverage Augmented Intelligence, a combination of machine-driven insights & human understanding, to serve a timely response to every interaction from the people you care about.
Get in touch If you are interested.
Do you have a passion to be a part of an innovative startup? Here’s an opportunity for you - become an active member of our core platform development team.
Main Duties
● Quickly research the latest innovations in Machine Learning, especially with respect to
Natural Language Understanding & implement them if useful
● Train models to provide different insights, mainly from text but also other media such as Audio and Video
● Validate the models trained. Fine-tune & optimise as necessary
● Deploy validated models, wrapped in a Flask server as a REST API or containerize in docker containers
● Build preprocessing pipelines for the models that are bieng served as a REST API
● Periodically, test & validate models in use. Update where necessary
Role & Relationships
We consider ourselves a team & you will be a valuable part of it. You could be reporting to a Senior member or directly to our Founder, CEO
Educational Qualifications
We don’t discriminate. As long as you have the required skill set & the right attitude
Experience
Upto two years of experience, preferably working on ML. Freshers are welcome too!
Skills
Good
● Strong understanding of Java / Python
● Clarity on concepts of Data Science
● A strong grounding in core Machine Learning
● Ability to wrangle & manipulate data into a processable form
● Knowledge of web technologies like Web server (Flask, Django etc), REST API's
Even better
● Experience with deep learning
● Experience with frameworks like Scikit-Learn, Tensorflow, Pytorch, Keras
Competencies
● Knowledge of NLP libraries such as NLTK, spacy, gensim.
● Knowledge of NLP models such as Wod2vec, Glove, ELMO, Fasttext
● An aptitude to solve problems & learn something new
● Highly self-motivated
● Analytical frame of mind
● Ability to work in fast-paced, dynamic environment
Location
Pune
Remuneration
Once we meet, we shall make an offer depending on how good a fit you are & the experience you already have
Shubham Vishwakarma
Full Stack Developer - Averlon
About Aikon Labs Private Limited
About
Aikon Labs is a product startup that is solving enterprise problems with AI. Our platform iEngage has evolved from being focused on fostering innovation in a global community to becoming a central reusable repository of information, insights, and intelligence, derived from interactions that happen inside and outside of enterprises.
iEngage is a passive API enabled platform that blends seamlessly into the Enterprise technology stack to make interactions more meaningful. Interactions between employees, or employees and customers or any other stakeholder tend to be sliced and stored in siloed systems of record. The interaction context is usually lost or quickly turns into dark data that is stored in an archive. iEngage addresses that challenge.
iEngage utilizes cutting edge Machine Intelligence (your own models or iengage's open-source AI stack) to extract info, insight and intelligence from interactions that flow through systems of engagement (chat, email, phone calls etc) and make this available in the form of an API accessible enterprise knowledge graph that can power smarter, resilient automation. Provide answers, suggestions, and context when required, where it is required.
If you are excited about working on emerging technology, applying AI and ML to real world problems, we can offer you a challenging role. Take a look at our job postings and let us know if any of them interest you.
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Full Stack Developer - Averlon