DataWeave 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
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● Technical leadership of development teams and solutions to deliver high quality software for our clients
● Drive and/or take part in technical solutions discussions, diving deep into the details with customer teams and ensure the delivery of best in class system solutions / architecture
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● Excellent understanding of financial instruments, such as equities, fixed income, derivatives, and foreign exchange and other services like wealth management, investment advisory.
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● Strong experience in Web Servers eg. IIS (Preferred)/Apache/Nginx, MS SQL Server, design/implementation/optimization, etc.
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2) Tracking Sales from different channels
3) Order Management for trade and managing receivables
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We are looking for a meticulous Software Development Engineer in Test (SDET) to review and contribute to production software, for someone with advanced programming skills who can create automation tests to augment/assist the manual testing process. As such, the SDET's responsibilities will include both software development and testing tasks, focusing on the testability, robustness, and performance of software.
Essential Duties & Responsibilities
· Understanding the flow of code and how it interacts with different components.
· Understanding project documents, customer demands, and product objectives to create and execute test cases.
· Setting up, maintaining, and performing test automation frameworks on multiple application platforms, such as Mobile, Desktop, and Web, and building test scenarios and acceptance tests.
· Investigating customer problems referred to you by the technical support team, testing bugs, and creating and managing bug reports.
· Handling technical communications and understanding customers' systems.
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· Noting/Communicating all testing actions you have performed in daily and weekly reports.
· Analyzing and disintegrating software systems and coordinating with other teams to enhance the overall design.
· Researching test tools, methodologies, and trends and upgrading existing practices and processes.
· Managing/Owning the final quality on production release.
· Be able to participate as the quality representative on agile development teams with minimal supervision
· Have demonstrated ability to lead testing efforts, able to make their whole team better
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Experience
Education
· Bachelor’s degree in Computer Science, Technology or other related field.
· Equivalent work experience may substitute for a degree.
Minimum Qualifications
· Minimum of 2 years of experience with software development applications OR a minimum of 2 years of experience with software testing and quality assurance experience with demonstrated programming knowledge like C# or Java
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· Experience with Jasmine, Karma, Jest, SonarQube is a huge plus
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· Hands on strong knowledge of SQL
· Experience in Javascript or Typescript
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· Experience in pair programming for unit tests / automation suites
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· A passion for testing, development, and design
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· Ability to adapt in a fast-paced, collaborative and interactive environment in which priorities and deadlines may change
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Full Stack Developer - Averlon