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
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About Us
Our brand specializes in creaating bespoke corporate clothing and uniforms, handling every stage from design to delivery. With a focus on quality, innovation, and customer satisfaction, we provide tailored solutions for businesses and organisations.
Job Summary
We're seeking a highly organized and detail-oriented Female Operations Executive to join our team. The ideal candidate will manage day-to-day operations, ensure seamless task execution, and possess excellent communication skills.
Responsibilities
- Manage client relationships and communicate via email, phone, and messaging platforms
- Coordinate with internal teams for timely delivery of products/services
- Track deliveries and follow up with logistics partners
- Provide administrative support, including data entry and report generation
- Collaborate with the team to identify process improvements
- Manage front desk operations, handle enquiries, and process orders
- Generate invoices, manage sales/purchase reports, and oversee daily operations
- Create e-way bills, DCs, and update POs
Requirements
- Proficiency in English (written and verbal)
- Basic conversation ability in Telugu/Hindi (preferable)
- Excellent communication and interpersonal skills
- Expertise in fabrics and merchandising is a must.
- Ability to work independently and as a team
- Willingness to learn and grow with the brand
- Basic computer skills (Microsoft Office, Google Workspace, and email writing)
- A degree in Fashion Design or a related field is a plus.
- Basic Photoshop and design skills are appreciated.
What We Offer
- Opportunity to work with a growing brand
- Collaborative and dynamic work environment
- Professional growth and development opportunities
- Competitive salary package (2.5 - 3 lakhs per annum)
Work Details
- Front Desk, Office Job
- Location: Sanath Nagar, Hyderabad
- Timings: 9:00 am - 6:00 pm
Java
Spring Boot| Must have | Hands-on experience of a minimum 3-5 Years in the development of scalable and extensible systems using Java. Hands-on experience into Microservices. Experience into frameworks like Spring, Spring MVC, Spring Boot, Hibernate etc. Good working exposure into any Bigdata Technologies like Hadoop, Spark, Scala etc. Experience into Jenkins, Maven, Git. Solid and fluent understanding of algorithm and data structures. Excellent software design, problem-solving and analytical skills. |
| Good to have | Candidates graduated from Good schools like IIT's, NIIT's, IIIT's (Preferred). Excellent Communication Skills Experience in Database technology such as SQL & No SQL. Good understanding of Elastic Search, Redis, Routines Sync & Async |
Job Title : Talent Acquisition Sourcers
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- Conducting the initial screening rounds.
- Scheduling interviews with candidates and panel members.
- Job Posting for Portals, Social Media and External Sources.
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- Conducting the Weekend Recruitment Drives.
- Worked on PPT and various ways of presenting data as a story/theme.
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- Should have worked with corporates earlier.
Requirement:
- MBA (HR) / Graduate
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Python
React.js
Amazon Web Services (AWS)
JavascriptYou will:
- Write excellent production code and tests and help others improve in code-reviews
- Analyze high-level requirements to design, document, estimate, and build systems
- Coordinate across teams to identify, resolve, mitigate and prevent technical issues
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You have:
For (Fullstack):
- 2 - 10 Years of experience
- Strong with DS & Algorithms
- Hands on Experience in the Programming languages: JavaScript (React or Angular), Python, SQL.
- Experience with AWS.
For (Geo Team):
- 4 - 10 years of experience
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- Experience using object-oriented languages (Java, Python)
- Experience in working with different AWS technologies.
- Experience in software design, architecture and development.
- Excellent competencies in data structures & algorithms.
For (Backend):
- 2 - 10 years of experience
- Hands on product development experience using Java/ C++/Python
- Experience with AWS,SQL,GIT
- Strong with Data structures and Algorithms
Additional nice to have skills/certifications:
For Java skill set:
Mockito, Grizzly, Netty, VertX, Jersey / JAX-RS, Swagger / Open API, Nginx, Protocol Buffers, Thrift, Aerospike, Redis, Kinesis, Sed, Awk, Perl
For Python skill set: Data Engineering experience, Athena, Lambda, EMR, Spark, Glue, Step Functions, Hadoop, Kinesis, Orc, Parquet, Perl, Awk, Redshift
For (Data Engineering):
- 2 - 10 years of experience
- Experience with object-oriented/object function scripting languages: Python.
- Experience with AWS cloud services: EC2, RDS, Redshift,S3,Athena, Glue
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Google Analytics● Demonstrable experience delivering content marketing, lead generation & demand gen
campaigns
● Solid project management skills: ability to lead and collaborate with cross-functional
partners, prioritize high impact activities, and keep complex projects moving forward
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skills
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JavascriptReact.js
HTML/CSS
NodeJS (Node.js)
FlutterWill be developing mobile and web applications using latest technology. Should be good in analysing requirements and translate into applications. Good in understanding application flows.
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Mobile technology – Hybrid (Ionic / Cordova / capacitor / flutter), Native (Android / iOS) – Expert level – Should have completed 2-3 full sized complex projects with server component, use of cloud services, use of device native capabilities like camera, accelerometer etc.
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Android DevelopmentJava
MongoDB
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CodeIgniter
Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon