11+ Text mining Jobs in Delhi, NCR and Gurgaon | Text mining Job openings in Delhi, NCR and Gurgaon

Job Description
Lead Machine Learning (ML)/
NLP Engineer
5 + years of experience

About Contify
Contify is an AI-enabled Market and Competitive Intelligence (MCI)
software to help professionals make informed decisions. Its B2B SaaS
platform helps leading organizations such as Ericsson, EY, Wipro,
Deloitte, L&T, BCG, MetLife, etc. track information on their competitors,
customers, industries, and topics of interest by continuously monitoring
over 500,000+ sources on a real-time basis. Contify is rapidly growing
with 185+ people across two offices in India. Contify is the winner of
Frost and Sullivan’s Product Innovation Award for Market and
Competitive Intelligence Platforms.

The role
We are looking for a hardworking, aspirational, and innovative
engineering person for the Lead ML/ NLP Engineer position. You’ll build
Contify’s ML and NLP capabilities and help us extract value from
unstructured data. Using advanced NLP, ML, and text analytics, you will
develop applications that will extract business insights by analyzing a
large amount of unstructured text information, identifying patterns, and
by connecting the events.
Responsibilities:
You will be responsible for all the processes from data collection, and
pre-processing, to training models and deploying them to production.
➔ Understand the business objectives; design and deploy scalable
ML models/ NLP applications to meet those objectives
➔ Use of NLP techniques for text representation, semantic analysis,
information extraction, to meet the business objectives in an
efficient manner along with metrics to measure progress
➔ Extend existing ML libraries and frameworks and use effective text
representations to transform natural language into useful features
➔ Defining and supervising the data collection process, verifying data
quality, and employing data augmentation techniques
➔ Defining the preprocessing or feature engineering to be done on a
given dataset
➔ Analyze the errors of the model and design strategies to overcome
them
➔ Research and implement the right algorithms and tools for ML/
NLP tasks
➔ Collaborate with engineering and product development teams
➔ Represent Contify in external ML industry events and publish
thought leadership articles

Desired Skills and Experience
To succeed in this role, you should possess outstanding skills in
statistical analysis, machine learning methods, and text representation
techniques.
➔ Deep understanding of text representation techniques (such as n-
grams, bag of words, sentiment analysis, etc), statistics and
classification algorithms
➔ Hand on experience in feature extraction techniques for text
classification and topic mining
➔ Knowledge of text analytics with a strong understanding of NLP
algorithms and models (GLMs, SVM, PCA, NB, Clustering, DTs)
and their underlying computational and probabilistic statistics
◆ Word Embedding like Tfidf, Word2Vec, GLove, FastText, etc.
◆ Language models like Bert, GPT,  RoBERTa, XLNet 
◆ Neural networks like RNN, GRU, LSTM, Bi-LSTM
◆ Classification algorithms like LinearSVC, SVM, LR
◆ XGB, MultinomialNB, etc.
◆ Other Algos- PCA, Clustering methods, etc
➔ Excellent knowledge and demonstrable experience in using NLP
packages such as NLTK, Word2Vec, SpaCy, Gensim, Standford
CoreNLP, TensorFlow/ PyTorch.
➔ Experience in setting up supervised & unsupervised learning
models including data cleaning, data analytics, feature creation,
model selection & ensemble methods, performance metrics &
visualization
➔ Evaluation Metrics- Root Mean Squared Error, Confusion Matrix, F
Score, AUC – ROC, etc
➔ Understanding of knowledge graph will be a plus


Qualifications
➔ Education: Bachelors or Masters in Computer Science,
Mathematics, Computational Linguistics or similar field
➔ At least 4 years' experience building Machine Learning & NLP
solutions over open-source platforms such as SciKit-Learn,
Tensorflow, SparkML, etc
➔ At least 2 years' experience in designing and developing
enterprise-scale NLP solutions in one or more of: Named Entity
Recognition, Document Classification, Feature Extraction, Triplet
Extraction, Clustering, Summarization, Topic Modelling, Dialog
Systems, Sentiment Analysis
➔ Self-starter who can see the big picture, and prioritize your work to
make the largest impact on the business’ and customer’s vision
and requirements
➔ Being a committer or a contributor to an open-source project is a
plus

Note
Contify is a people-oriented company. Emotional intelligence, therefore,
is a must. You should enjoy working in a team environment, supporting
your teammates in pursuit of our common goals, and working with your
colleagues to drive customer value. You strive to not only improve
yourself, but also those around you.

We are seeking a dedicated and skilled Qualitative Research Professional with a minimum of 1-3 years of experience in market research. In this role, you will be responsible for assisting in the planning, execution, and analysis of qualitative research studies to provide valuable insights for our organization. If you are passionate about qualitative research and eager to contribute your expertise, we encourage you to apply. 

Note: should be Delhi or Noida Based, it will be on-site job 

Responsibilities: 

• Assist in the design and execution of qualitative research projects, including in-depth interviews, focus groups, and surveys, conducted globally. 
• Contribute to the development and refinement of research protocols, questionnaires, and discussion guides. 
• Participate in respondent recruitment efforts, ensuring diverse and representative samples. 
• Conduct interviews, assist in facilitating focus group discussions, and help with data collection. 
• Support the analysis and interpretation of qualitative data to extract meaningful insights. 
• Collaborate with senior researchers and cross-functional teams to integrate qualitative findings into decision-making processes. 
• Stay informed about industry trends and best practices in qualitative research. 
• Adhere to ethical research standards and data privacy compliance. 

Qualifications: 

• Bachelor's or Master's degree in a relevant field 
• Minimum of 1-3 years of experience in conducting qualitative research within a market research context. 
• Strong interpersonal and communication skills to assist in participant engagement. 
• Effective written and verbal communication skills. 
• Capacity to work effectively both independently and as part of a team. 
• Attention to detail and the ability to think analytically. 
• Understanding of research ethics and data protection regulations. 
• Basic knowledge of qualitative research methods, with a willingness to learn and grow in the field. 

Preferred Qualifications: 

• Previous experience working in a market research setting. 
• Experienced in execution of projects globally in all markets. 
• Covered all segments- B2C, B2B, Healthcare 
• Familiarity with quantitative research methods and survey design. 
• Proficiency in using survey and interview platforms. 
• Familiarity with data collection and transcription tools. 
• Contributions or involvement in previous qualitative research projects. 

This is a full-time on-site position that offers opportunities for professional development and career advancement. If you have a passion for qualitative research and wish to contribute to our organization's success, please apply with your resume detailing your relevant experience and qualifications. 

Skills:

• Strong proficiency in JavaScript, including DOM manipulation and the JavaScript object model
• Thorough understanding of React.js and its core principles
• Experience with popular React.js workflows (Redux)
• Familiarity with newer specifications of ECMAScript
• Experience with data structure libraries (e.g., Immutable.js)
• Knowledge of isomorphic React is a plus
• Familiarity with RESTful APIs
• Knowledge of modern authorization mechanisms, such as JSON Web Token
• Familiarity with modern front-end build pipelines and tools
• Ability to understand business requirements and translate them into technical requirements
• A knack for benchmarking and optimization
• Familiarity with code versioning tools (such as Git, SVN, and Mercurial)

Desired Candidate Profile

• 2+ years of experience in B2B Sales
• Experience in Logistics is preferred
• A structured sales process for winning complex enterprise deals
• Excellent communication skills
• An attitude to get things done and willingness to work in a high-growth start-up environment
• Excellent Relationship Management skills    

• Day to day sourcing for the region (Maharashtra and Gujrat)
• Working closely with business development team and operations team to ensure the client expectations are properly met in terms of time and quality of sourcing
• Building and developing the required team to achieve the targets
• Driving efficiencies to maintain sourcing service levels and expanding margins of the region
• Building and implementing processes to increase the overall efficiency and reliability of the region
• Participating in cross-functional projects for high priority initiatives and bringing process and data-driven focused approach to support the organization's goals
• Driving change management to ensure efficient implementations of any new strategic change
• Collaborating closely with stakeholders like Operations, Finance, Product, Sales and New initiatives with the objective to drive stakeholder success
• Ensuring excellent customer and partner experience

Desired Candidate Profile

• Graduates from Tier 1/2 Engineering colleges/Post Graduate from Tier 1/2 Management colleges with good academic performance
• 4-8 years of frontline Operation/sourcing/channel management experience or P&L Management
• Strong leadership qualities to lead a large geographically spread team
• Ability to manage conflicts and good stakeholder management skills
• Multi-tasking capabilities and inter departmental coordination
• Product first mindset and relevant experience is a useful plus
• Experience in channel management in B2C space will be very useful
• A strong team sport background is a plus (showcasing the long term commitment and rigor)   

Should be able to take responsibility and work independently.

- Professional experience with C#, .NET & OOPS

- Skill for writing reusable C# libraries

Responsibilities:

• Your primary responsibility as a senior backend engineer will be to architect and develop a scalable and robust micro-services backend with strong Java, Spring(Boot), SQL, AWS/GCP.
• Experience being part of a software development team in an Agile/Lean/Continuous Delivery environment
• Be a key performer in a high-performance product engineering team

Qualifications:

• 2 to 4 years of overall IT experience. Most of this experience in Java (Core Java, Spring boot, Java collections, Java Multithreading)
• Should have experience designing database schemas - SQL and NoSQL.
• Exposure to frameworks like Spring, Hibernate, Play would be a plus
• Experience with microservices architecture would be beneficial.
• Working knowledge of any public cloud (AWS, GCP or Azure)
• Broad understanding and experience of real-time analytics, NoSQL data stores, data modeling and data management, analytical tools, languages, or libraries
• Knowledge of container tech like Docker, Kubernetes would be a plus.
• Bachelor's Degree in Computer Science or Engineering.

What you need to have:

We are looking for a full stack developer to produce scalable software solutions.

As a full stack developer, you should be comfortable around both front-end and back-end coding languages, development frameworks and third-party libraries. You should also be a team player with a knack for visual design and utility.

If you’re also familiar with Agile methodologies, we’d like to meet you.

Responsibilities:

• Developing front end website architecture.
• Designing user interactions on web pages.
• Developing back end website applications.
• Creating servers and databases for functionality.
• Ensuring cross-platform optimization for mobile phones.
• Ensuring responsiveness of applications.
• Working alongside graphic designers for web design features.
• Seeing through a project from conception to finished product.
• Designing and developing APIs.
• Meeting both technical and consumer needs.
• Staying abreast of developments in web applications and programming languages.

Requirements:

• Degree in Computer Science.
• Strong organizational and project management skills.
• Proficiency with fundamental front end languages such as HTML, CSS and JavaScript.
• Familiarity with JavaScript frameworks such as Angular JS, React and Amber.
• Proficiency with server side languages such as Python, Ruby, Java, PHP and .Net.
• Familiarity with database technology such as MySQL, Oracle and MongoDB.
• Excellent verbal communication skills.
• Good problem solving skills.
• Attention to detail.

Reporting directly to the Founder

The job requires a great deal of responsibility early on, but we're working on something exciting and there's lots of opportunity of growth and learning.

The job is full-time, remotely based, and with flexible hours.