Machine Learning (ML)
Python
Data Science
Deep LearningDataWeave provides Retailers and Brands with “Competitive Intelligence as a Service” that enables them to take key decisions that impact their revenue. Powered by AI, we provide easily consumable and actionable competitive intelligence by aggregating and analyzing billions of publicly available data points on the Web to help businesses develop data-driven strategies and make smarter decisions.
Data Science@DataWeave
We the Data Science team at DataWeave (called Semantics internally) build the core machine learning backend and structured domain knowledge needed to deliver insights through our data products. Our underpinnings are: innovation, business awareness, long term thinking, and pushing the envelope. We are a fast paced labs within the org applying the latest research in Computer Vision, Natural Language Processing, and Deep Learning to hard problems in different domains.
How we work?
It's hard to tell what we love more, problems or solutions! Every day, we choose to address some of the hardest data problems that there are. We are in the business of making sense of messy public data on the web. At serious scale!
What do we offer?
- Some of the most challenging research problems in NLP and Computer Vision. Huge text and image datasets that you can play with!
- Ability to see the impact of your work and the value you're adding to our customers almost immediately.
- Opportunity to work on different problems and explore a wide variety of tools to figure out what really excites you.
- A culture of openness. Fun work environment. A flat hierarchy. Organization wide visibility. Flexible working hours.
- Learning opportunities with courses and tech conferences. Mentorship from seniors in the team.
- Last but not the least, competitive salary packages and fast paced growth opportunities.
Who are we looking for?
The ideal candidate is a strong software developer or a researcher with experience building and shipping production grade data science applications at scale. Such a candidate has keen interest in liaising with the business and product teams to understand a business problem, and translate that into a data science problem. You are also expected to develop capabilities that open up new business productization opportunities.
We are looking for someone with 6+ years of relevant experience working on problems in NLP or Computer Vision with a Master's degree (PhD preferred).
Key problem areas
- Preprocessing and feature extraction noisy and unstructured data -- both text as well as images.
- Keyphrase extraction, sequence labeling, entity relationship mining from texts in different domains.
- Document clustering, attribute tagging, data normalization, classification, summarization, sentiment analysis.
- Image based clustering and classification, segmentation, object detection, extracting text from images, generative models, recommender systems.
- Ensemble approaches for all the above problems using multiple text and image based techniques.
Relevant set of skills
- Have a strong grasp of concepts in computer science, probability and statistics, linear algebra, calculus, optimization, algorithms and complexity.
- Background in one or more of information retrieval, data mining, statistical techniques, natural language processing, and computer vision.
- Excellent coding skills on multiple programming languages with experience building production grade systems. Prior experience with Python is a bonus.
- Experience building and shipping machine learning models that solve real world engineering problems. Prior experience with deep learning is a bonus.
- Experience building robust clustering and classification models on unstructured data (text, images, etc). Experience working with Retail domain data is a bonus.
- Ability to process noisy and unstructured data to enrich it and extract meaningful relationships.
- Experience working with a variety of tools and libraries for machine learning and visualization, including numpy, matplotlib, scikit-learn, Keras, PyTorch, Tensorflow.
- Use the command line like a pro. Be proficient in Git and other essential software development tools.
- Working knowledge of large-scale computational models such as MapReduce and Spark is a bonus.
- Be a self-starter—someone who thrives in fast paced environments with minimal ‘management’.
- It's a huge bonus if you have some personal projects (including open source contributions) that you work on during your spare time. Show off some of your projects you have hosted on GitHub.
Role and responsibilities
- Understand the business problems we are solving. Build data science capability that align with our product strategy.
- Conduct research. Do experiments. Quickly build throw away prototypes to solve problems pertaining to the Retail domain.
- Build robust clustering and classification models in an iterative manner that can be used in production.
- Constantly think scale, think automation. Measure everything. Optimize proactively.
- Take end to end ownership of the projects you are working on. Work with minimal supervision.
- Help scale our delivery, customer success, and data quality teams with constant algorithmic improvements and automation.
- Take initiatives to build new capabilities. Develop business awareness. Explore productization opportunities.
- Be a tech thought leader. Add passion and vibrance to the team. Push the envelope. Be a mentor to junior members of the team.
- Stay on top of latest research in deep learning, NLP, Computer Vision, and other relevant areas.
Shubham Vishwakarma
Full Stack Developer - Averlon
About Dataweave Pvt Ltd
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Team Size: Current team size of tech team is 65+
Interview Process: 4 rounds( 1st round - Problem Solving/Data Structures, 2nd Round- Coding, 3rd Round- Technical Discussion and Final round with the HR).
Target Companies:- B2C fintech companies, app based product companies, edtech companies
Location: Bangalore(Currently WFH but later on will be following a hybrid model)
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Job Description: (Mandate Skills)
· Exceptional architecture and design skills using Object Oriented Programming concepts and Design patterns
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· In messaging systems like Kafka, RabbitMQ, kinesis, etc.
· In real time computation tools like Storm / Spark or Hadoop based tools.
· In Data warehousing technologies like Redshift, BigQuery, etc.
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We offer a great working environment - Very collaborative. You will get plenty of learning opportunities and challenging problems to work on. You’ll go to sleep everyday knowing that you’ve made a difference in people’s lives. Your work will be reaching out to millions of users.
them peace of mind on every transaction they make with us! OLX Group is a global product and tech
company with 19 brands, +5000 people, 45 countries and one mindset - customer first. Every month
350 million people use our trading platforms. We estimate that 17 million things are exchanged on our
apps and platforms every single month.
And this is not enough! OLX Group is part of Prosus, a global internet group and one of the largest
technology investors in the world! With this we combine the spirit and agility of a startup with the
maturity that comes from being part of a 100-year-old company.
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• As a SDET for OLX Autos Dealer Experience Team, you'll get the chance to work with an
internationally diverse group of smart people and have the liberty to implement and improvise
automation suits with your ideas and processes in your very own team with us.
• You'll work in a company that brings together classifieds and offline car-sales, helping to
disrupt the way cars are being sold on a global scale. The role is really exciting as it is both
functional and automation.
• You’ll be working with a cross functional pack and QA chapter to shape high quality culture of
android/ios/web apps with product and design experts.
• You’ll be contributing to feature acceptance scenarios right from planning to go-live. Develop
functional understanding and drive the automation lifecycle (develop-review-maintain) for
native and web apps.
Who we’re looking for:
Must Have :
• Strong Engineering Automation and Functional Quality background with at-least 2 years in the
industry.
• Track Record of any programming language and simple constructions (JavaScript preferable.
Java/Python/Golang is a good to have).
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• Very good understanding of QA principles / test design techniques (e.g. boundary values
analysis , equivalence partitioning, state transition, model based testing etc).
• Should have experience with tools like Jira, TestRail.
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other automation stacks.
• Knowledge of test automation patterns (ex: Page Object), Understanding of GoF patterns is
beneficial.
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• Engineering Mindset with the ability to translate from functionality to test scenarios covering
corner cases.
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• Experience with high traffic websites and 24/7 operation.
• Hands-on experience with both white box and black box testing.
• Experience in CI / CD, infra strack knowledge (docker, K8s, public clouds).
• Familiar with Microservices vs Monolithic architecture.
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• Unique opportunity to become a part of an international team of top engineers learning from
one another and contributing to the global OLX Group success.
• Phenomenal place to learn and develop within a fast growing, global classifieds leader which
opens further career opportunities in the diverse world of OLX.
• Great Perks as a baseline, including opportunity to go for courses and conferences.
• A workplace where trust, empowerment and feedback are valued; a positive and inspiring
working atmosphere.
• Office in the city centre of Gurgaon
• Flexible working hours and the option to do home office.
• Mentoring; personal branding support focused on leadership; diverse career opportunities.
• Access to an online learning platform with 20.000 online courses for coding, management
techniques, languages and many more.
What you'll need to know about us:
• OLX Group is a global product and tech company, operating in more than 40 countries under
17 market-leading brands such as Avito, letgo, OLX, Property24, AutoTrader and more.
• We’re a team of 5,000+ ambitious, curious people building online marketplaces that are used
by over 330 million people every month to buy and sell almost anything, promoting prosperity
within local communities.
• We are proud to be different, and we work differently too. We combine the spirit and agility of
a start-up with the maturity that comes from being part of a 100-year-old company.
• We are allergic to corporate interference and we love to operate in exotic and challenging
markets! We improvise, experiment and push each other further.
OLX Group is a Naspers company, a global consumer internet group and one of the
largest technology investors in the world. Around a fifth of the world’s population improve their daily
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Our Mission
We empower people to upgrade their lives by making it easy for one billion people to exchange goods
and services through products and services customers love.
If you are as excited as us about this position and our company, we hope you join us! If you’d like to
learn more about the OLX Group take a look at the other parts of our website. And remember, we are
an equal opportunity employer
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CodeIgniter- Willing to contribute to Small or Large Project Teams
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We are looking for candidates who are smart and ambitious. The ideal candidate will have experience in all stages of the sales cycle. They should be confident with building new client relationships and maintaining existing ones. There will be Performance based incentives for those who are self driven and motivated to achieve results and grow with us.
Qualifications
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Bachelor's degree 3+ years in Business, Sales, Marketing or Technology
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Minimum of 6 months - 2 year+ experience in sales, business development or similar role
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Experience in full sales cycle including deal closing
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Demonstrated sales success
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Strong negotiation skills
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Strong written and verbal communication and presentation skills
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Proficient in working on excel, powerpoint, googlesheets
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Knowledge of generating leads through LinkedIn, Twitter and others
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Experience in international sale and IT services would be preferred
Responsibilities
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Build relationships with prospective clients
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Oversee the sales process to attract new clients.
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Work with senior team members to identify and manage risks
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Research and identify new market opportunities
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Attending networking events to attract and retain clients
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Developing and executing sales and marketing strategies to grow business
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Prepare and deliver pitches to potential investors
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Analyze market and establish competitive advantages
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Track metrics to ensure targets are hit
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Foster a collaborative environment within the organisation
Excellent computer skills: Microsoft Office, Outlook and Internet.
Preferred both male and female candidates.
Extra Benefits:1) Special Incentives
2) Attractive Bonus
3) Enthusiastic work Environment
Java
Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon