Intellect Design Arena Recruitment 2022 – Intellect Design Arena Recruiting for the role of Data Scientist – LSTM / BERT I. Candidates who are interested can check eligibility criteria and application process below.
Intellect Design Arena Recruitment 2022
Company Name: Intellect Design Arena
Job Position: Data Scientist – LSTM / BERT I
Experience: 3-8 Years
Job Location: Work From Home
- Solid grasp of Math and Statistics.
- BS in Math, Computer Science, Statistics, or other data-related field coupled with 2+ years industry experience in machine learning and statistical modelling
- Master’s Degree in Math, Computer Science, Statistics, or other data-related field coupled with 1+ years industry experience in machine learning and statistical modelling
- Hands-on experience in using ML and DL algorithms such as GLM, NB, SVM, LDA, Kmeans
- Hands-on experience in using NLP techniques such as embedding(eg word2vec) and models /frameworks such as LSTM, BERT, CDQA
- Strong hands-on Experience with NLP – developing models/algorithms and improving its results for extracting intents, entities, topic modelling, user-defined entities, multi-languages, sentiment analysis, emotion analysis, spell correction etc.
- Strong experience in pre-processing & post-processing: Regex, Rules, Parsing etc
- Strong coding skills in python with expertise in data wrangling (both structured & text) – cleaning, junk removal (eg html patterns), formatting, imputation
- Good hands-on working knowledge of at least one of the Deep Learning frameworks such as Tensor flow, Keras, Pytorch etc
- Hands-on experiencing in code repo management using Github/lab – manage a repo at a Module/Project level through its cycle of check out/in/pull/branch/merge etc
- Strong hands-on knowledge of using Cloud infra for ML (preferable AWS)
- Proven track record of completing at least 2 full life cycle (including post production maintenance & monitoring) ML (NLP) projects
- Creativity and curiosity for solving highly complex problems
- Ability to work with a sense of urgency’ in order to meet critical deadlines
- Excellent attitude for collaboration
- Bonus – Contributions to research communities/efforts, including publishing papers in machine learning (JMLR, ICLR, NeurIPS, ICML, ACL, CVPR).
Intellect Design Arena is a global leader in Financial Technology for Banking, Insurance and other Financial Services. A uniquely focused Products business, Intellect addresses the needs of financial institutions in varying stages of technology adoption.
Intellect embodies rich Intellectual Property and robust platforms & products across Global Consumer Banking (iGCB), Central Banking, Risk & Treasury Management (iRTM), Global Transaction Banking (iGTB) and Insurance (Intellect SEEC).