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.

Customer Service

Good Communication Skill

System Handling

Customer Queries Handling

Data Entries

Knowledge of MS

Role Overview

As a Senior Frontend Developer, you will be at the forefront of developing high-quality mobile applications using React Native. This role requires a comprehensive understanding of cross-platform development, UI/UX design principles, in-app purchases, and state management. You will work closely with our backend team, designers, and product managers to deliver seamless and responsive applications that meet global market standards.

Key Responsibilities

• Lead the development of mobile applications using React Native, ensuring cross-platform compatibility and responsiveness across devices.
• Collaborate with the design team to implement intuitive and user-friendly UI/UX designs.
• Integrate in-app purchases, Firebase services, dynamic links, and develop custom features to enhance user engagement.
• Manage application state effectively using state management libraries and best practices.
• Oversee the app deployment process, including release management, to the App Store and Google Play Store, ensuring compliance with their guidelines.
• Work with the team to identify and resolve performance issues and optimize application for speed and scalability.
• Work on animations and UX of applications for both IOS and Android.
• Stay updated with the latest trends and technologies in mobile development to continuously improve app functionality and user experience.

Qualifications

• Bachelor's degree in Computer Science, Engineering, or a related field.
• 5+ years of experience in frontend development, with significant experience in React Native and cross-platform mobile app development.
• Strong portfolio demonstrating expertise in UI/UX design and in-app purchases integration.
• Extensive experience with Firebase, including dynamic links and other backend services.
• Proven track record of managing app releases, including deployment to the App Store and Google Play Store.
• Excellent problem-solving skills, attention to detail, and the ability to work in a fast-paced, team-oriented environment.
• Strong communication skills, with proficiency in English.
• Attach the link of mobile application worked on till date

Why Join Us?

• Opportunity to lead a cutting-edge project impacting users globally.
• Work in an environment that fosters innovation, collaboration, and professional growth.
• Competitive compensation, comprehensive benefits.

Job Description:-

Infrastructure as Code (IaC): Implement and maintain infrastructure as code using tools like Terraform or AWS CloudFormation, ensuring scalability and reliability of cloud resources.

Continuous Integration/Continuous Deployment (CI/CD): Establish and enhance CI/CD pipelines to automate build, test, and deployment processes, facilitating faster and more reliable releases.

Configuration Management: Manage and automate server configurations using tools like Ansible, Chef, or Puppet, ensuring consistency and compliance across environments.

Monitoring and Logging: Set up and maintain monitoring and logging solutions (e.g., CloudWatch, ELK stack) to proactively identify and troubleshoot issues within the AWS infrastructure.

Security and Compliance: Implement security best practices and compliance standards (e.g., AWS IAM, Security Groups) to protect data and resources. Conduct security audits and vulnerability assessments.

The Successful Applicant

AWS Proficiency: Extensive experience with Amazon Web Services (AWS) and its services, including EC2, S3, RDS, Lambda, and more. AWS Certified DevOps Engineer certification is a plus.

Infrastructure as Code (IaC): Proficiency in writing and maintaining infrastructure as code using tools like Terraform, AWS CloudFormation, or similar technologies.

CI/CD Tools: Strong knowledge of CI/CD tools such as Jenkins, Travis CI, or AWS CodePipeline. Ability to configure and optimize automated build and deployment pipelines.

Containerization: Hands-on experience with containerization technologies like Docker and container orchestration platforms like Kubernetes in AWS.

Scripting and Automation: Proficiency in scripting languages (e.g., Bash, Python) for automating tasks and managing infrastructure.

Monitoring and Logging Tools: Familiarity with monitoring and logging tools such as CloudWatch, ELK stack (Elasticsearch, Logstash, Kibana), Prometheus, Grafana, or Splunk.

Security and Compliance: Strong understanding of AWS security best practices, identity and access management (IAM), and compliance frameworks (e.g., HIPAA, GDPR).

Networking: Knowledge of AWS networking concepts, VPC, and routing. Experience with VPNs, Direct Connect, and other networking technologies is a plus.

Database Administration: Basic knowledge of database administration on AWS, including RDS, DynamoDB, or Aurora.

Collaboration and Communication: Excellent communication and teamwork skills to collaborate with cross-functional teams and convey technical information effectively.

Essential Duties and Responsibilities: 

• Build pixel-perfect, UIs across both mobile platforms. 
• Design,develop, secure high performing mobile applications using React Native for both Android & IOS .
• Translate designs & wireframes into a high-quality code & Mobile UI .
• Leverage native APIs for deep integrations with both platforms. 
• Diagnose, fix bugs & performance bottlenecks for performance that feels native. 
•  Maintain code and execute UTC to ensure the product is of the highest quality. 
• Participate in the development and preparation of documentation. 

Skills 

• Must have exp in react native (must) and native Apps too.
• Team Player
• Familiarity with UTC , code versioning and CI/CD tools like Git, SVM, Jenkins.
• Proven development experience on smartphone platforms.
• Hands-on experience on React Native Framework, including React JS, React Native, and JavaScript.
• Extensive programming experience with at least one programming language such as Swift, Java, JavaScript.
• Deep familiarity with iOS or Android development.
• Familiarity with RESTful APIs
• Familiarity with code versioning and CI/CD tools like Git, SVM, Jenkins.
• Must have worked on at least one app that is published in AppStores.

Bonus:

• Experience in Objective-C, Swift, and Cocoa Touch.
• Good Knowledge of HTML5, CSS.
• Extensive experience with iOS Frameworks such as Core Data and Core Animation.
• Knowledge of Apple’s design principles and application interface guidelines.
• Mandate Experience on Google Play console and Native build tools like XCode and Android Studio. 
• Strong understanding of SDLC and Agile development methodology.
• Basic understanding of Accessibility.

• Proactively working on reporting and analytics of our ongoing projects for best of impact outcomes
• Preparing data for analysis including building repeatable and well-documented processes to create new analyses of data; conducting data analysis for our projects and development impact tracking and identifying patterns, questions, and areas for further analysis
• Setting up reporting systems for all products to ensure best of transparency, focus on performance and value creation
• Managing impact management processes across the organization with a clear timelines and schedule as well as active communication to internal and external stakeholders in an organized and dependable manner
• Ensuring coordination between staff and stakeholders including dialogues, meetings, presentations as may be required to ensure successful, meaningful and impactful project delivery
• Ensuring the Project operations team has an effective Impact management framework for creating and maintaining relationships with the community
• Jointly focussing on growing the outreach and impact of our work in social edtech
• Creating deep impact reports for every project using Excel, Word and PPT based on specific project deliverables, direct and indirect impact as required for each of the projects and creating collaterals, creatives, mailers and videos of progress, updates, storytelling on Impact to engage our stakeholders

Desired Candidate Profile

• Working knowledge of different approaches to program evaluation and assessment
• Excellent writing skills and command over the English language
• Strong analytical skills, ability to think laterally and detail oriented and with a high level of curiosity and interesting researching projects
• Excellent documentation and reporting abilities to create informative and good reports and data sheets using Word, PPTs etc. along with Advanced Excel and data management skills
• Proven track record of displaying a high degree of self-initiative
• Ability to create videos and collaterals using images and short video clips    

This position is responsible for leading teams to deliver project(s) that span across one or more business units. Manage resources, schedules, financials and adhere to stage gate quality and SDLC control guidelines throughout the full systems development life cycle. This also includes management of issues, risks and project change requests to ensure successful and on-time project delivery. Contribute to process improvement initiatives as it relates to improving project delivery.

The Project Manager has the authority to run the project on a day-to-day basis. Verify that the project produces the required deliverables of quality, within the specified constraints of time and cost and to achieve the potential benefits defined in the business case. 

Reporting to: PMO Lead

Job Location: Delhi NCR / Jaipur / Chennai

Experience Required: 10+ years

What You’ll Do

• Strong experience in successfully leading projects and programs to on time, on-schedule and within budget close
• Experience leading, motivating and managing various project and program team sizes, including internal and external resources, while holding team accountable for performance
• Strong experience in SDLC Methodologies, Agile, SCRUM, SDLC / Waterfall
• Strong experience on documentation – Confluence or similar tools.
• Define and document project scope, goals and deliverables that support business goals in collaboration with senior management and stakeholders
• Develop full-scale project plans and associated communication documents
• Effectively communicate project expectations to project team members and stakeholders in a timely and clear fashion
• Estimate the resources and participants needed to achieve project goals
• Draft and submit budget proposals, and recommend subsequent budget changes where necessary
• Addressing issues, flag risks and jointly determine mitigation approaches.
• Experience in implementing complex applications with multiple work-streams across geographically distributed teams (Onshore/Offshore model).
• Set and continually manage project expectations with team members and other stakeholders.
• Identify and manage project dependencies and critical path
• Plan and schedule project timelines and milestones using appropriate tools
• Develop and deliver progress reports, proposals, requirements documentation, and presentations
• Analyze, plan and develop requirements and standards in reference to scheduled projects

What You’ll Need

• Bachelors or Masters Degree (preferred) in Business / Computer Science / Engineering / MBA
• Excellent leadership, communication (written, verbal and presentation) and interpersonal skills
• Good listening skills.
• Self-motivated, decisive, with the ability to adapt to change and competing demands
• Proficiency in MS Excel / Google Sheets, Google Slides / MS PowerPoint
• Demonstrated understanding of Project Management processes, strategies and methods
• Excellent time management and organizational skills and experience establishing guidelines in these areas for others
• Managerial experience applying analytical thinking and problem-solving skills
• Ability to predict challenges and seek to proactively head-off obstacles 

Good to have:

• PMP Certification / CSM Certification
• A background in hands-on software development
• A startup experience