Machine Learning (ML)
Data ScienceJob 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.
Shubham Vishwakarma
Full Stack Developer - Averlon
About Contify
About
Company social profiles
Similar jobs
Python
PostgreSQLResponsibilities:
- Develop and customize Odoo modules (CRM, Sales, Inventory, Accounting, MRP)
- Build industry-focused ERP demos (Trading, Manufacturing, Service)
- Implement approval workflows, reports, and dashboards
- Integrate Odoo with third-party APIs and external systems
- Optimize performance and fix production issues
Requirements:
- 4–6 years of hands-on Odoo development experience
- Strong Python, PostgreSQL, Odoo ORM, XML skills
- Experience with custom modules and real ERP workflows
- Good business process understanding
- Understand product specifications and user psychologyConduct concept and usability testing and gather feedbackCreate personas through user research and dataDefine the right interaction model and evaluate its successDevelop wireframes and prototypes around customer needsFind creative ways to solve UX problems (e.g. usability, findability)Work with UI designers to implement attractive designsCommunicate design ideas and prototypes to developersKeep abreast of competitor products and industry trends
PythonCompany Description
What We Do
Miratech helps visionaries to change the world. We are a global IT services and consulting company that brings together global enterprise innovation and start-up innovation. Today we support digital transformation for the largest enterprises on the planet.
By partnering with both large and small players, we stay at the leading edge of technology, remain nimble even as a global leader, and create technology that helps our clients further enhance their business. Our culture of Relentless Performance enables over 99% of Miratech’s engagements to succeed by meeting or exceeding scope, schedule and/or budget objectives since our inception in 1989.
Job Description
We are looking for a Senior Perl Developer to join our team, who will help us work on solutions and implement technologies that will improve user experience.
Responsibilities:
- Developing and maintaining large-scale Perl applications.
- Perform application modifications and enhancements based on business needs.
- Develop clean, high-quality and reusable codes based on programming standards.
- Coordinate with Project Manager to clearly understand business requirements and expectations.
- Stay abreast with latest trends in application development techniques and technologies.
- Suggest optimal application development solutions to meet or exceed business objectives.
- Develop best practices to ensure coding efficiency and quality.
- Analyze and resolve coding issues in a timely and accurate manner.
- Prepare and maintain coding documentations for reference purposes.
- Prioritize, plan and handle multiple tasks effectively.
- Ensure to complete the assigned development tasks within deadlines.
- Report project status to Manager on regular basis.
Qualifications
- 7+ years of experience in Perl development.
- Experience of developing and maintaining shell scripts.
- Strong working knowledge in Perl and Unix based systems.
- Experience of developing database-driven web services/applications against SQL databases such as Oracle or MySQL.
- Detail focused, experience of reviewing technical documentation, diagrams and plans in order to help meet and/or define requirements.
- Able to communicate technical information verbally in a clear manner to both technical and non-technical stakeholders.
Android Development
Kotlin
JavaJob Description:
- Design and build advanced applications for the Android platform. Should
have knowledge of firebase,android studio,API integration, flutter.
- Translate designs and wireframes into high quality code.
- Design, build, and maintain high performance, reusable, and reliable code.
- Identify and correct bottlenecks and fix bugs.
- Help maintain code quality, organization, and automatization.
- Should be comfortable and have extensive knowledge of Native Android development
techniques and practices.
Job Types: Full-time
Salary: Rs. As Per Company Norms
Education: Bachelor’s (required), Master’s (Preferred)
Location: Indore, Madhya Pradesh (Required)
Best Regards,
HR Department
Offic. Add- 519, 6th floor, Onam Plaza, Near Industry House, AB Road, ndore, Madhya Pradesh, 452001
Java
Spring BootJob Description:
Minimum 3+ years of experience
Java, OOPS, Data structure, Design Patterns, Multithreading, Spring, Hibernate, Java Script based technology, knowledge of J2EE, PL - SQL..
Core Java Topics including Language Features, Architecture.
OOP Concepts in depth with real time scenarios
Understandings of special Keywords and their applicability as well as advantages and
disadvantages - Like static, final, this, super etc. static should be in depth
Singleton class, Serialization, Cloning, Anonymous Inner class concepts.
In depth concept of Dynamic and static polymorphism & Multiple Inheritance issue/ resolve.
Concepts on String, Exception Handling, Array etc.
Java SE 8 and 9 Features: Functional Inheritance, Lambda Expression, default and static method
etc.
Collection Classes in detail along with the internal data structure and working principle.
Multithreading concept. Concept on ConcurrentHashMap etc.
Analysis of Algorithm - Time Complexity – Big O Calculation
Code Optimizing techniques, Different Algorithm designs and strategies.
Design patterns in Java
Different Sorting & Searching Algo with their Time complexity analysis
Problem solving using Hackerrank or similar sites, with focus on Arrays, Linked Lists, Hash Maps,
Trees, Balanced Trees, Stacks, Queues, Strings , Big Number , Data Structures, Object Oriented
Programming
Exception Handling – Advanced, Sorting, Search, Recursion, Graph Theory.
Note: Core Java + PL/SQL (Unix will be add on)
React.js
Javascript
Redux/FluxAbout the Company:- Rejolut is one of the award-winning fastest-growing emerging tech companies which is working on leading technology like Blockchain, ML & AI, Complex mobile & web apps, IoT etc.
The ideal candidate will be responsible for developing highly scalable and secure code.
React Js Job Description
- Proficient in client & server-side JavaScript, HTML5, CSS3 and webpack
- Competent in building single page web applications using Node.js and React Js
- Redux for state management
- Universal rendering (Client-side rendering and Server-side rendering)
- Experience with cross-browser, cross-platform, and design constraints on the web
- Experience in developing automated unit and functional tests
- Experience in an agile development process
- Solid knowledge of algorithms and design patterns
- Have a passion for quality and writing clean, readable code that scales and performs well
- Good interpersonal communication skills
- 1+ years of software design and web application development
Benefits :
> Health Insurance
> Work from Home
> Fast growth and more visibility into the company
> Experience to work on the latest technology
> Competitive Learning Environment with supportive co-workers
> Employee friendly HR Policies
> Paid leaves up to certain limits
> Competitive salaries & Bonuses
> Liberal working atmosphere
> Get mentored by the best in the industry
Schedule:
Day Shift/Flexible working hours
Monday to Friday
Skills:- React.js, Javascript and Redux/Flux
• To lead MBS architecture leveraging SAP products (such as S/4HANA, BRIM, BPC, GRC, Solution Manager, Business Object, Data Service, Fiori and Ariba cloud), third-party tools (such as Adobe, Vertex cloud and Open Text) and Ford standard services (such as AFDS, APS, PCF, APIC/DataPower, IICS).
• To deliver the architecture design of and perform POCs of system integration between MBS, I-ERP and interfacing enterprise and cloud systems.
• To deliver process design and information flow supporting functional work streams.
• To deliver the detailed technical design, such data platform, integration fabric, security and cyber defense, hosting and client infrastructure.
• To manage the technology catalogue in Mega Hopex.
• To guide the product teams in the development of the SAP ERP implementation.
• To provide architecture support such as troubleshooting application performance issues.
• To thrive in a fast paced working norm and manage multiple deliverables simultaneously.
• To collaborate with vendors, Ford IT and Business teams and meet the enterprise objectives.
Must Have
• In depth technical knowledge of S/4HANA eco-system, F&A, BRIM • SAP GRC experience a definite Plus.
• Must be able to work with Solution Manager • Active practitioner of AGILE methodology and familiar with architecture runway.
• Familiar with SAP testing strategy.
• Strong hands-on PoC skill leveraging CDSViews, ABAP, HANA Query, Java • Negotiation skills and ability to achieve consensus with several and diverse set of stakeholders/customers.
• Strong and open communication skills both verbal and written.
• Self-starter, ability to work independently with minimum supervision.
• Technical knowledge and experience in HANA Database, BOBJ Reporting, Linux operating systems, and enterprise integration.
React.jsJavascript
NodeJS (Node.js)Android Development
React Native- Build the front-end of applications through appealing visual design
- Good understanding of REACT application, Native Android, System architecture, and workflows
- Experience with function and class components, hooks and material UI, CSS, styled-components preferred
- Understanding of RESTful APIS, HTML/CSS, ES6 (variables and scoping, array methods), GIT, popular frontend development tools, CI/CD tools, DevOps
- Understanding in JavaScript, object model, DOM manipulation and event handlers, DataStructures, Algorithms, JSX
- Must have knowledge in Script frameworks ReactJS, Redux, jQuery and Android Language: Typescript/ JavaScript/ JAVA / XML
- Build reusable code and libraries for future use
- Good problem-solving, Open-minded team player, troubleshooting skills
Vue.jsJavascript
HTML/CSS
jQuery
Bootstrap
Who are we looking for?
- Someone who is a skilled front-end developer looking to develop new skills and expand their professional horizons
- Candidate having Creative Thinking and Original Approach
- Professionals who take ownership to drive solutions and are a self-starter
- Professionals interested in working in a start-up environment with fast growth potential that prioritizes innovation
- Candidates without prior experience of Vue.JS can also apply
- Work on http://www.faveohelpdesk.com/" target="_blank">www.faveohelpdesk.com
- You will act as the subject matter expert for all best practices regarding Vue.JS
- You will work directly with the UX design team to continuously improve our clients/customers experience
- You will develop new components and products which will broaden our product suite
- You will document each Vue component
- Vue.js
- Basic Adobe Photoshop
- Any IDE such as Netbeans
- HTML5
- CSS3
- Twitter Bootstrap
- jQuery
- JavaScript
- Strong academic track record; ability to demonstrate superior work performance and a commitment to outstanding results
- 1 year to 3 years of hands-on experience in front-end and cross-platform development
- Strong experience developing enterprise scale applications in Vue.js, JavaScript, Angular JS or any MVC framework
- Expert understanding of core front-end web technologies (JavaScript, HTML5, CSS3, jQuery)
- Strong JavaScript development skills including unit testing, packaging (e.g. Webpack), version management (e.g. Git), etc.
- Experience with UI design, a strong eye for clear layout and presentation both on-screen and on-paper, and the ability to implement such layouts using HTML, CSS, SCSS, and Bootstrap across different browsers and on mobile
- Expert understanding of responsive web design
- Ability to write clean, well-structured code
- Excellent command of the English language, both written and verbal.
- Strong analytical/ problem-solving skills
- Attention to detail and the ability to work to tight deadlines
- You are invited to send us your complete resume
- Attach previous work or portfolio or project details
- Resume should have candidate photograph in it
- Mention Linkedin Profile URL in the resume
- Do go over our company website http://www.faveohelpdesk.com/" target="_blank">www.faveohelpdesk.com & LinkedIn profile before applying
Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon