Jr Data Scientist

INVECAS Inc.
3 Years
Posted on 03 Jul 19
Job DescriptionLast Date 01 Sep 19
Jr Data Scientist

Location: Hyderabad

Job Category: Data Science

Primary Responsibilities include:
  • Familiar in applying multiple approaches for project execution
  • Adapt existing assets to Operations use cases
  • Explore third-party and open source solutions for speed to execution and for specific use cases
  • Engage in fundamental research to develop novel solutions
  • Work with the Lead in building scalable, performance intensive NoSQL databases
  • Develop routines using python, spark, NoSQL for exposing data to the product stack.
  • Develop data mining techniques using state-of-the-art methods.
  • Processing, cleansing and verifying integrity of data that is collected from transactional systems for analysis.
  • Research, evaluate, and develop analytical and decision-making methodologies
  • Select/create algorithms and software needed to perform analyses
  • Review industry publications and relevant research to develop client-specific solutions and keep current on trends and new offerings in the Data Science space.
  • Aggregate, analyze data and information and create models to create relevant and actionable insights
  • Synthesize data, information, and knowledge to form conclusions and recommendations
  • Test and validate data, information, and models against reality
  • Research and implement machine learning, data mining and other statistical modeling techniques
  • Perform ad-hoc analysis and present results in a clear and concise manner

Desired skills:
  • Experience identifying, gathering, and analyzing large datasets
  • Experience with Cognitive Services from – Microsoft, Google, IBM and/or Amazon
  • Collaborate and create Machine Learning solutions in areas of optimization, simulations, Predictive analytics, and deep learning
  • Experience with deep learning and cognitive service – speech, language, test, and knowledge
  • MUST have scientific programming experience (Python, etc.); hands-on with Numpy and the Python scientific stack is a must
  • Demonstrated ability to track and work Big data environment
  • Exposure to CNN & LSTM Networks
  • Familiarity with one of the popular NLP libraries like Stanford Core NLP, Apache OpenNLP or NLTK
  • Strong in programming language like Java or Python
  • Candidate has to have strong hands-on knowledge on SQL & noSQL databases
  • Strong Exposure to or Knowledge on NoSQL databases, and distributed computing systems
  • Excellent interpersonal skills; Must be self-motivated, detail-oriented, and willing to learn.
  • Hands-on in Python, Matplotlib, SciKitlearn, Numpy, Pandas, Elasticsearch
  • Strong in Maths/ Statistics
  • Understanding of domain specific applications

Qualification & Experience: 3-5 Years as a Strong Application Developer for Software Products or Large Applications using Relational/NoSQL Databases

Behavioural Competences:
  • Team player with a ‘can do’ attitude
  • Ability to work in an interdisciplinary and multi-cultural environment
  • High degree of flexibility, independent and proactive working style
  • Ability to work well under pressure and on multiple and conflicting priorities
  • Strong commitment to quality and timely customer service

About You:
  • Excellence in academics with computer science, computational linguistics or information science (or equivalent) background
  • Interest and exposure in the area of natural language processing and information extraction
  • Sound analytical & conceptual skills to understand business needs and apply NLP/analytics solutions to solve specific business problems
  • Familiarity with regular expressions
  • Interested in learning new things
  • To be proactive, flexible and determined, able to work under pressure and to match deadlines.
  • Aptitude to learn, think creatively to solve real world business problems, and work in a global collaborative team environment
  • Good verbal and written English skills.

Key Tasks Include:
  • Using command line tools to perform data conversion and analysis
  • Supporting other team members in retrieving and archiving experimental results
  • Quickly writing scripts to automate routine analysis tasks
  • Creating insightful, simple graphics to represent complex trends
  • Involve in writing linguistic rules to support information extraction and automatic categorization
  • Perform strong NLP tasks like part of speech tagging, named entity extraction and text classification and recognition
  • Evaluating performance of NLP systems against metrics like precision, recall etc.
  • Hands-on experience with visualization tools like Tableau, QlikView, Qlik Sense and others
  • Collaborate with other Language Engineers and Data Specialists in data analysis and feature design efforts
  • Work with Engineering teams to deploy your solutions into a production environment
Job Role

Job Type

Interview Type

Face to Face Interview

Company Description
INVECAS is a leading provider of silicon proven IP Solutions and ASIC Design Solutions optimized for Advanced Process Technologies as well as Embedded Software and System-level Solutions. Our expertise in ASIC & Design Solutions, Embedded Software & System-level Solutions, make us a one-stop-destination for EDMs working on diverse market segments, which include IoT, Automotive, Bio-medical, Hand-held Devices and Compute, among others. INVECAS also offers a wide array of in-house solutions such as Validation, Package Design, Verification, Prototyping and Embedded Software, to name a few.

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