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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We’re looking for a highly motivated and versatile individual to join the Founder’s Office. This is a high-impact role that provides a front-row seat to the inner workings of a fast-growing startup. You’ll work directly with the founder on strategic, operational, and analytical projects that drive the company’s growth.
You’ll act as a force multiplier — ensuring critical initiatives move forward, decisions are backed by data, and execution happens with precision and speed.
Key Responsibilities
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- Business Analytics: Analyze business metrics, identify bottlenecks, and create actionable insights for leadership.
- Founder Leverage: Work closely with the founder to manage priorities, research, investor communications, and strategic partnerships.
- Operations Excellence: Streamline internal processes, define KPIs, and ensure accountability across teams.
- Communication & Coordination: Prepare executive updates, investor reports, and internal documentation.
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Key Responsibilities & Job Duties
● To provide functional support for our ERP
Finance applications (Oracle eBusiness Suite)
○ Assist users in case of question
○ Manage functional requests
● Train users to keep the right level of skill
○ To organize audits of the use of systems
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● To manage enhancements in accordance with the procedures which apply in the department
○ Collect enhancements from users
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○ Write functional specifications and coordinate developments with the technical team
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○ Regularly communicate to the users the status of the enhancement
○ Report activity to the management
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Data ScienceMachine Learning (ML)
Deep Learning A Bachelor’s degree in data science, statistics, computer science, or a similar field
2+ years industry experience working in a data science role, such as statistics, machine learning,
deep learning, quantitative financial analysis, data engineering or natural language processing
Domain experience in Financial Services (banking, insurance, risk, funds) is preferred
Have and experience and be involved in producing and rapidly delivering minimum viable products,
results focused with ability to prioritize the most impactful deliverables
Strong Applied Statistics capabilities. Including excellent understanding of Machine Learning
techniques and algorithms
Hands on experience preferable in implementing scalable Machine Learning solutions using Python /
Scala / Java on Azure, AWS or Google cloud platform
Experience with storage frameworks like Hadoop, Spark, Kafka etc
Experience in building &deploying unsupervised, semi-supervised, and supervised models and be
knowledgeable in various ML algorithms such as regression models, Tree-based algorithms,
ensemble learning techniques, distance-based ML algorithms etc
Ability to track down complex data quality and data integration issues, evaluate different algorithmic
approaches, and analyse data to solve problems.
Experience in implementing parallel processing and in-memory frameworks such as H2O.ai
Google AnalyticsThis is a part-time / Freelance opportunity
Vai Ra is a fine jewelry start-up based in Hyderabad. Founded in 2022, we are a digital-first D2C brand offering lab-grown diamond and moissanite jewelry. We are looking for a part-time/freelance digital marketing consultant who will work closely with the founders to drive the digital marketing activities.
Sales are the lifeline for a start-up, so ROAS and sales will be the main KPI. All the efforts of the person in this role should focus on maximizing sales through our campaigns. This will also fuel your growth within the organization. This role requires creative thinking to design profitable sales campaigns outside the "big agency" thought process. Our key performance indicator is Return on Ad Spend (ROAS) with a target of 12X. This target is achievable given our product range from 35k to 1 lac.
What would you be doing?
- Develop interactive ads with the available creative content. Our primary source of the content is photos and videos of real products (not photoshoots with models). You should be able to use these materials to build, test, and run your creative campaigns.
- Create interactive landing pages using Shopify-compatible apps
- Manage Google Ads and Meta ads campaigns independently, from strategy to optimization. You should be able to take complete ownership of the campaigns. Your performance will be measured by the sales reflected in your weekly dashboards.
- Manage email, WhatsApp, and SMS campaigns. These campaigns need to be designed daily, and you should be able to show revenue and Click-Through Rate (CTR) for them, similar to other paid advertising campaigns.
- Campaign management and optimization will be an integral part of this role. You should have good domain knowledge to detect and rectify technical problems across all ad tech tools, such as Google, Meta, and Bik.
- Implement exit popups, generate leads, and use these leads to create FOMO campaigns in regular intervals
Domain skills you must have to apply for this role:
- Google Ads
- Google Analytics
- Meta Facebook Business Manager
- Bik or similar marketing platforms
- Shopify
Other requirement for the role:
- You should be able to design sales campaigns that sell. We don't spend millions on campaigns. So you should be able to set aside the vanity metrics and be creative enough to create campaigns that mean the most for a startup
- You should be able to do everything from strategizing to running the campaigns without much supervision. Just like you, we dislike micromanagement.
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Experience
- 1-2 years experience in a performance marketer role
- Experience in managing campaigns for a luxury/lifestyle brand with high ticket orders is highly preferable
- Ability to work remotely (This is as much a skill as a perk)
Time commitment
- 20 hours per week
Why should you apply
- You will be our first digital marketer with a scope of making a great impact on a growing company
- Join a small team where every idea matters and a place that can take your skills to the next level
- Have an inside view of how D2C marketing works
Desired Profile:
- Strong analytical skills - ability to turn business requirements into technical concepts and code
- Implementation knowledge of SAP Work Manager is must and other apps like Service Manager is a plus
- Knowledge in SAP MDK and SAP Asset Manager will be a big plus
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Vue.js
AngularJS (1.x)
Angular (2+)
React.js
JavascriptJob Description:
Java
Spring Boot
Webservices
Microservices
4 to 10 Yrs
Bangalore Location
Total Exp:
Relevant Exp in Spring Boot:
Relevant Exp in Webservices:
Relevant Exp in Microservices:
We are looking for a creative Visual Designer to shape and own the user interface design of our Customer Facing documents in form of Presentations, Graphics, cast studies, collaterals, infographics.
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Ultimately, you will design aesthetically pleasing Visuals that capture our brand and engage our audiences.
Responsibilities
- Collaborate with internal teams to define user interface requirements
- Combine various colors, shapes, and typography fonts to improve user experience
- Use drawing applications to design original graphics
- Generate clear ideas, concepts and designs of creative assets from beginning to end.
- Use visual design software to refine illustrations
- Apply sketching techniques, like gradients and contrasts to enhance digital images
- Present rough drafts to product managers and/or key stakeholders to gain approval
- Develop prototypes and models to use in various projects to maximize aesthetic consistency
- Brainstorm new ideas, layouts, and graphics
- Stay up to date with design application changes and industry developments
Requirements
- Proven work experience as a Visual Designer, UI Designer, or similar role
- Portfolio of related works (e.g. logos, animations, and graphics)
- Hands-on experience with image editing and digital sketching software, like Photoshop, Indesign and Adobe Illustrator
- Knowledge of HTML/CSS; is a plus
- Strong aesthetic skills with the ability to combine various colors, fonts, and layouts
- Ability to meet deadlines while working on team projects
- Attention to visual details
- BSc degree in Design, Visual Arts, or relevant qualification
- Minimum 3 years’ experience.
NodeJS (Node.js)CasaOne - CasaOne is a home furniture rental company that helps property managers, realtors, stagers and residents experience and access furniture, furnishings, decor, and equipment on demand. Our full-service offering includes a wide selection of products, affordable monthly rental plans, 3D visualizations, rent-to-own options and white-glove service in as early as 2-3 business days. www.casaone.com
BureauOne - BureauOne converts furniture into a utility for businesses. BureauOne is a furniture rental company that helps businesses experience and access furniture, fixtures, and equipment without going through the myriad challenges that are associated with buying office furniture. BureauOne offers a full-service product including white-glove storage, delivery, and installation on-site. www.bureauone.com.
We are backed by Accel Partners & other prominent investors and have offices in the SF Bay Area (HQ), LA, DC, NY, NJ,Chicago, Philadelphia, San Diego, Connecticut & Bangalore.
Our teams consist of high performing individuals who enable each other to bring their best to every concept, resulting in brands renowned in their markets for perfect insight, impeccable service & the constant ability to surprise with excellence. We onboard experts who inspire us in the way they design solutions, craft brands or simply add sense to our products & services.
We believe technology is only a tool for great engineering minds. Your understanding of core principles is of greater value to us than the tools used.
At CasaOne and BureauOne you will have an opportunity:
• to increase your rate of learning exponentially by defining hard problems and solving them
• to partake in a high-growth journey and increase revenues 5x+ Y-o-Y
• to be an early innovator in the shifting trend: ‘ownership economy’ -> ‘access economy’
• to build a category-defining platform for FF&E (Furniture, Fixture, and Equipment) leasing
• to build high-performance teams.
What you will work on:
Build a scalable API platform that will enhance our customer experience & propel our logistics. You will be part of our Bangalore
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Requirements and Qualifications
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• Continuous integration & deployment (CI/CD) tools like git, Jenkins
• Cloud computing platforms - AWS/ Azure/ Google Cloud
Good to know
CasaOne backend services are written in NodeJS. Experience in NodeJS is good to have, not a must. We believe technology is only a tool for great engineers. We value your understanding of core principles more than the tools used.
What happens next
You read this, you say ‘ah, that’s me, that’s what I would love to do in the near future!. Submit your resume and someone from our team will reach out to you.
CasaOne is an equal opportunity employer (EEO) & we value diversity in our teams.
HTML/CSS
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Full Stack Developer - Averlon