Key deliverables for the Data Science Engineer would be to help us discover the information hidden in vast amounts of data, and help us make smarter decisions to deliver even better products. Your primary focus will be on applying data mining techniques, doing statistical analysis, and building high-quality prediction systems integrated with our products.
What will you do?
- You will be building and deploying ML models to solve specific business problems related to NLP, computer vision, and fraud detection.
- You will be constantly assessing and improving the model using techniques like Transfer learning
- You will identify valuable data sources and automate collection processes along with undertaking pre-processing of structured and unstructured data
- You will own the complete ML pipeline - data gathering/labeling, cleaning, storage, modeling, training/testing, and deployment.
- Assessing the effectiveness and accuracy of new data sources and data gathering techniques.
- Building predictive models and machine-learning algorithms to apply to data sets.
- Coordinate with different functional teams to implement models and monitor outcomes.
- Presenting information using data visualization techniques and proposing solutions and strategies to business challenges
We would love to hear from you if :
- You have 2+ years of experience as a software engineer at a SaaS or technology company
- Demonstrable hands-on programming experience with Python/R Data Science Stack
- Ability to design and implement workflows of Linear and Logistic Regression, Ensemble Models (Random Forest, Boosting) using R/Python
- Familiarity with Big Data Platforms (Databricks, Hadoop, Hive), AWS Services (AWS, Sagemaker, IAM, S3, Lambda Functions, Redshift, Elasticsearch)
- Experience in Probability and Statistics, ability to use ideas of Data Distributions, Hypothesis Testing and other Statistical Tests.
- Demonstrable competency in Data Visualisation using the Python/R Data Science Stack.
- Preferable Experience Experienced in web crawling and data scraping
- Strong experience in NLP. Worked on libraries such as NLTK, Spacy, Pattern, Gensim etc.
- Experience with text mining, pattern matching and fuzzy matching
Why Tartan?
- Brand new Macbook
- Stock Options
- Health Insurance
- Unlimited Sick Leaves
- Passion Fund (Invest in yourself or your passion project)
- Wind Down
About TartanHQ Solutions Private Limited
Tartan is a payroll connectivity API company enabling consent-driven employment and income verification in real-time 🎯
If you have ever applied for a home loan, car loan, or credit card, during the process, you were asked to share proof of your income through payslips or IT return, or a bank statement to assess your income. You probably had to manually find the necessary documents and upload them to a platform, or send them via e-mail. In some cases, you might even have needed to submit a request to your HR department for help.
Tartan helps precisely here – by offering a digitally embedded income verification solution to securely transmit your income data including the payslips without a pause in your application process.
Our technology allows businesses to access payroll data directly from the payroll systems to streamline income and employment verification, improve underwriting models, and help employees and independent freelancers avail custom benefits through their employers.✨
You can read about us here - bit.ly/3wkvO5V
Why should you work with us?
- We are growing exponentially [Going from an on-paper idea-to-revenues in less than 12 weeks] - have big plans for 2022 and are super excited to build a top-tier product in India, for the world
- Crazy ambitious mission: Have a founder mindset and lots of room to experiment, integrate and expand further. Have a figure-it-out mentality.
- Transparent, flexible benefits: We have a robust benefits framework; we evaluate candidates based on performance every six months and put our best foot forward on appraisals, with some flexibility between cash/crypto mutual fund/stock options. Read more. Read in detail on our flexible benefits in the next section.👇
- So much transparency: We try hard to do it in the right way. We strongly believe that we can be much more open and move faster when we have nothing to hide.
Flexible Benefits
- Salary 💸 We offer competitive salaries with performance-based bonuses and raises at will. We believe that a raise doesn’t need to be tied to an annual review.
- Stock Options 📈 We believe that all employees deserve to own a part of Tartan. Everyone should be rewarded for a successful company outcome.
- Health Insurance 💪 We believe you and your family deserve robust health coverage because we care about them too. A health policy of 5 lakhs is provided and other benefits to you and your family. ****
- Brand new MacBook 💻 You get a MacBook you can use for working anywhere, irrespective of your role at Tartan.
- Unlimited Sick Leaves ❤ Times are tough, and we are all in this together. Sick leaves are not meant just for yourself but also to take care of your loved ones when they need you the most.
- Passion Fund 🏀 Invest in yourself or your passion project. Take a course, do gardening or start a newsletter. At Tartan, we want to invest in your professional growth and personal.
- Wind Down 🎥 Whether it’s Netflix, Prime, Hotstar with the family, or cozying up with an audio-book, we provide a monthly stipend to spend on the streaming, entertainment, or news sources of your choice.
We are not rigid. If you are a hard worker and are willing to learn, we'd love to hear from you.
If there isn’t an open position for you, don’t worry!
You can e-mail us at [email protected] and let us know how you can help grow and build Tartan in your way, and why you would be a great addition to our team.
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All kids have extraordinary talent & creativity, and our mission in the world is to help
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We are working hard to be the world's most loved extra-curricular platform
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Team
We are a team that is maniacally customer obsessed & building products that
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The plumber in chief, Subramanya Sharma (subba), was recently CPO & CMO @
Cleartrip helping build one of the most loved consumer companies in the region. He
was also instrumental in taking Cleartrip global (8 countries) & create global high
quality products in an increasingly flat world.
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You are an exceptional engineer first, and have experience in mentoring the
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Build a strong engineering team & culture, hiring great engineers along our
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Engineer new products and features, improve existing products and features.
Working knowledge of Devops & Infra part of the setup.
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5+ years experience across the engineering stack (both frontend & backend).
Principal engineer 2
Bachelor/Masters of engineering.
You're proficient with multiple parts of our technology stack: React/Swift,
TypeScript, Node.js, and Postgres.
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to jam together on anything that requires space.
You are not fixated about any one programming language & can learn new tech
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You are clear that problem solving & shipping >> scaling in the 0 to 1 stage.
You are somebody who shares the same ethos.
Bonus
You have expertise in data engineering, video or audio engineering.
You contribute to open source projects.
You've an interest in education & kids.
You have interests outside of technology, such as in art, music or any performing
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An initial 30 min call to understand each other at a high level.
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- Excellent verbal communication skills.
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Experience with web technologies including HTML, CSS, JS, AJAX, Bootstrap, Jquery etc.
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Strong kowledge in Java and spring and Angular JS.
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