Data Science
Machine Learning (ML)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.
Subodh Popalwar
Software Engineer, Memorres
About Contify
About
Company social profiles
Similar jobs
Bootstrap
HTML/CSS
React.jsKey Responsibilities:
- Develop and maintain the frontend components of the Camera AI and gym & trainer management software.
- Collaborate with UI/UX designers to translate design concepts into functional, responsive web applications.
- Ensure the applications are optimized for performance, scalability, and cross-browser compatibility.
- Implement user interfaces that provide a seamless experience, including real-time data visualization, interactive elements, and responsive design.
- Work closely with backend engineers to integrate APIs and ensure smooth communication between frontend and backend systems.
- Conduct thorough testing and debugging to ensure the stability and performance of the applications.
- Stay up-to-date with the latest trends and best practices in frontend development and apply them to enhance our products.
Qualifications:
- Bachelor’s degree in Computer Science, Engineering, or a related field.
- 5+ years of experience in frontend development.
- Proficiency in HTML, CSS, JavaScript, and modern frontend frameworks such as React, Angular, or Vue.js.
- Experience with responsive design principles and front-end optimization techniques.
- Strong understanding of RESTful API integration.
- Familiarity with version control systems (e.g., Git).
- Ability to write clean, maintainable, and efficient code.
- Excellent problem-solving skills and attention to detail.
- Ability to work collaboratively in a fast-paced, dynamic environment.
Preferred Qualifications:
- Experience working with WebRTC or other real-time communication technologies.
- Familiarity with frontend testing frameworks and tools (e.g., Jest, Cypress).
- Knowledge of UI/UX best practices.
- Experience with Agile development methodologies.
React NativeJob Title: Senior Mobile Engineer (React Native) at Learning Technologies Pvt. Ltd.
Location: Bengaluru, Karnataka, India
About Learning Technologies Pvt. Ltd.it is India's pioneering social trading network, dedicated to democratising financial markets and generating wealth for individuals at the bottom of the pyramid. Our mission is to provide millions of retail investors with access to top-notch trading and risk management expertise, completely free of charge.
Job Description: As a Senior Mobile Engineer specialising in React Native, you will play a vital role in developing cross-platform mobile applications. Working within a pod structure alongside 2-3 engineers, you will provide technical leadership, overseeing code reviews for your pod as well as those of other pod-leads. Emphasising a culture of daily pull requests, you will advocate for small and specific code submissions to ensure a streamlined code review process. Your dedication to clean and efficient code, coupled with your drive to foster a strong tech culture, will be essential to your success. We are seeking someone who thrives on solving problems, embraces learning new technologies, and has a keen eye for exceptional UI and UX design.
Responsibilities: - Utilise the React Native stack to build cross-platform mobile applications. - Provide technical leadership to your pod, conducting thorough code reviews. - Foster a culture of multiple daily pull requests, encouraging small and specific code submissions. - Maintain a strong commitment to clean and efficient code. - Drive the establishment of a robust tech culture within the company. - Demonstrate a willingness to learn new technologies and a passion for problem-solving.
Requirements: - Proficiency in React Native is essential, with additional experience in native development highly desirable. - Minimum of 2 years' experience developing production-level apps in React Native. - Strong architectural understanding of implementation, not limited to UI features. - Experience in taking a product from concept to market launch is highly valued. - Exceptional taste in UI and UX design, with a focus on a user-centric approach. - Self-motivated and driven to succeed, with a passion for continuous learning. - Ability to effectively solve problems encountered along the development path.
About: We are committed to building India's first social trading platform, enabling individuals to harness the power of community in their investments. By leveraging the collective social capital of our community, we strive to make financial markets truly inclusive and democratic, catering to the next 100 million users and providing solutions for their trading needs. As a retail investor, you will have access to the expertise of the best traders within our community, free of charge. Additionally, you will become part of an integrated community and have the opportunity to expand your knowledge of the markets. For talented traders, offers a platform to showcase your skills, gain a wide audience, and monetize your expertise. We believe in a win-win scenario for all, and our well-funded Series A startup is backed by leading institutional and angel investors, including Accel Partners, India Quotient, Titan Capital, and co-founders of prominent startups like Unacademy, Udaan, Cred, and Grow. Our strong tech team, composed of co-founders with illustrious career paths, has united to solve the next significant challenge in the Indian financial markets.
Who You Should Be: - Enthusiastic about creating something from scratch and influencing the growth of Indian financial markets for the next five years, reaching the next 100 million users. - Fully committed to the success of the product, treating it as your own and going the extra mile to ensure its triumph without external prompts. - Driven by a perpetual thirst for knowledge and personal growth, embracing learning through practical application. - A problem solver who thrives on overcoming
Data AnalyticsJob role:
As a data analyst, you will be responsible for compiling actionable insights from data and assisting program, sales and marketing managers build data-driven processes. Your role will involve driving initiatives to optimize for operational excellence and revenue.
Responsibilities:
- Ensure that data flows smoothly from source to destination so that it can be processed
- Utilize strong database skills to work with large, complex data sets to extract insights
- Filter and cleanse unstructured (or ambiguous) data into usable data sets that can be analyzed to extract insights and improve business processes
- Identify new internal and external data sources to support analytics initiatives and work with appropriate partners to absorb the data into new or existing data infrastructure
- Build tools for automating repetitive asks so that bandwidth can be freed for analytics
- Collaborate with program managers and business analysts to help them come up with actionable, high-impact insights across product lines and functions
- Work closely with top management to prioritize information and analytic needs
Requirements:
- Excel
- Scrapping
- Medium Communication Skill (Spoken and written)
- SaaS industries knowledge
- Add Product
- Check Dodontdo
- Scrapping
- Work on Support Tickets (Resolve customers issue)
Web/Data/Execl Scraping must
.NET
JavascriptCandidate should be self motivated and proactive and should have worked in agile environments
- 32-bit Microcontroller knowledge is essential (ARM Cortex based micro-controllers (STM32).
- Esp32 architecture knowledge is essential.
- Strong experience in C, C++, Free-RTOS
- Strong experience in CUBEMX IDE, MDK Version 5 – Keil, Arduino IDE environment
- Good knowledge in HW and communication protocols like CAN, SPI, UART, I2C, USB
- Good knowledge in TFT Displays and Sensors is added advantage
- Good knowledge of implementation of motor controls as required, pulse width modulation schemes (PWM).
- Good knowledge of power electronics (TRIACs, MOSFETs, IGBTs, gate drivers) and require protections (Over/under voltage/current).
- Document firmware designs, specifications, test plans, revisions and produce test reports
About Us:
MirrAR is a fastest growing high-tech startup building innovative Augmented Reality and Virtual Reality solutions. MirrAR has a strong presence in Jewellery Virtual Try On solution and it's web based AR is one of the fastest algorithms in the world.
MirrAR also has a consulting division that supports developing cutting edge business solutions across multiple industries for it’s clients in US and Middle East.
More details at our website: http://www.mirrar.co/" target="_blank">mirrar.co
Job description:
· Convert the business requirements & specifications and client vision into a tangible digital product by creating UX wireframes using latest UX tools and methodologies.
· Proactively communicate and collaborate with external and internal stakeholders to ensure the wireframes & flows are understood and implemented correctly.
· Perform UX research & UX audits for products to enhance them as per the user needs.
· Present, explain & defend designs to clients.
· Perform UX analysis to help clients solve complex UX challenges in their products and make the experience joyful for the end-users.
· Ensure latest UX trends & insights are reflected in the digital product.
Skills & Experience:
· Candidate who has the appetite to quickly learn, highly enthusiastic and able to clearly communicate.
· Basic experience in prototyping tools such as XD, Figma, In-Vision, etc.
· Understanding of digital technologies, good knowledge on Web Technologies and Mobile application design guidelines.
· Strong experience in creating sitemaps, user flows, customer journey maps, wireframes, mockups, and prototypes.
· Ability to interact professionally with a diverse group acting as a liaison between technology teams, support teams and business units.
· Strong experience in designing complex solutions for web and mobile applications (preferred).
· Outstanding presentation and leadership skills.
Salary: 1.8L – 2.4L Per Annum
Experience: 0 to 2 years
Job Location: Chennai (Remote)
- Create content marketing campaigns to drive leads and subscribers
- Regularly produce various content types, including email, social media posts, and blogs
- Actively manage and promote our blog, and pitch articles to relevant third-party platforms
- Edit content produced by other members of the team
- Collaborate with other departments to create innovative content ideas
Create quirky content for Insta, Facebook posts.
Skills-
- Bachelor’s degree in English, Journalism or related field
- Knowledge of digital marketing tactics, including SEO, email marketing, and social media marketing (Preferred)
- Excellent writing skills, as well as the ability to communicate and collaborate effectively
- The ability to consistently meet tight deadlines
Go Programming (Golang)
Python
PostgreSQL
Redis
.NETHTML/CSSJavascript
Follow CutshortSubodh Popalwar
Software Engineer, Memorres