Senior Data Scientist at Censiusai · Remote only · 4 - 10 years · ₹20L - ₹30L / yr · Bootstrapped · Remote only · Posted 23 Aug 2022
Data Science
Machine Learning (ML)About Us
Censius is a US-based product company that is enabling AI at scale for enterprises. We are unlocking MLOps scalability by building the world's fastest way to deploy models and are amongst the earliest companies to tackle Model Performance Management. At Censius, you will get to solve difficult problems in a very nascent, but rapidly growing, area.
About the role
In this role, you will design and implement a generic ML platform that helps monitor models across modalities in production. You will collaborate with the research and development teams to build robust ML and big data monitoring platforms.
Responsibilities
* Work on large-scale machine learning challenges that impact millions of people around the globe
* Research and implement cutting-edge algorithms and implement pipelines that work with massive data sets in real-time
* Implementing fast, scalable solutions with optimal performance day in and out
* Machine-learning being the core of our business, this role will be responsible for all phases of the product development lifecycle
* Evaluate and validate the analyses with statistical methods and explain to people unfamiliar with the domain of data science
* Writing specifications for algorithms, reports on data analysis, documentation of algorithms, and collaborating with product teams' skills and attributes for success will want you to have
* Strong programming skills in Python.
* Working experience with a variety of ML techniques (decision trees, clustering, boosting, bagging, neural networks, etc.)
* Working experience with advanced statistical concepts (outliers, distance, regression, distributions, statistical tests, etc.)
* Hands-on experience with one or more machine learning frameworks - PyTorch, Keras, Tensorflow, XGBoost, and libraries - Pandas, NumPY, Scikit-learn
* Familiarity with ML platforms like MLflow, Weights&Biases, Kubeflow, and AWS SageMaker.It'd be nice if you have* Passion for developing data products from scratch and a high level of proactiveness
* Knowledge of Reinforcement learning and Optimisation problems on a large scale is a big plus
* Some experience in project management and mentoring is also a plus.
* Knowledge and experience in deploying large-scale systems using distributed and cloud-based systems (Hadoop, Amazon EC2) is a big plus.
You will excel in this role if
* You are scrappy, take ownership, and follow through to the very end
* You enjoy wearing multiple hats
* A sincere desire to learn and grow - we're quite small, so the desire to learn and grow as the company grows is essential!
Benefits
- Competitive Salary 💸
- Work Remotely 🌎
- Health insurance 🏥
- Unlimited Time Off ⏰
- Support for continual learning (free books and online courses) 📚
- Reimbursement for streaming services (think Netflix) 🎥
- Reimbursement for gym or physical activity of your choice 🏋🏽♀️
- Flex hours 💪
- Leveling Up Opportunities 🌱
Shubham Vishwakarma
Full Stack Developer - Averlon
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PythonMachine Learning (ML)Hi,
Greetings from Ampera!
we are looking for a Data Scientist with strong Python & Forecasting experience.
Title : Data Scientist – Python & Forecasting
Experience : 4 to 7 Yrs
Location : Chennai/Bengaluru
Type of hire : PWD and Non PWD
Employment Type : Full Time
Notice Period : Immediate Joiner
Working hours : 09:00 a.m. to 06:00 p.m.
Workdays : Mon - Fri
Job Description:
We are looking for an experienced Data Scientist with strong expertise in Python programming and forecasting techniques. The ideal candidate should have hands-on experience building predictive and time-series forecasting models, working with large datasets, and deploying scalable solutions in production environments.
Key Responsibilities
- Develop and implement forecasting models (time-series and machine learning based).
- Perform exploratory data analysis (EDA), feature engineering, and model validation.
- Build, test, and optimize predictive models for business use cases such as demand forecasting, revenue prediction, trend analysis, etc.
- Design, train, validate, and optimize machine learning models for real-world business use cases.
- Apply appropriate ML algorithms based on business problems and data characteristics
- Write clean, modular, and production-ready Python code.
- Work extensively with Python Packages & libraries for data processing and modelling.
- Collaborate with Data Engineers and stakeholders to deploy models into production.
- Monitor model performance and improve accuracy through continuous tuning.
- Document methodologies, assumptions, and results clearly for business teams.
Technical Skills Required:
Programming
- Strong proficiency in Python
- Experience with Pandas, NumPy, Scikit-learn
Forecasting & Modelling
- Hands-on experience in Time Series Forecasting (ARIMA, SARIMA, Prophet, etc.)
- Experience with ML-based forecasting models (XGBoost, LightGBM, Random Forest, etc.)
- Understanding of seasonality, trend decomposition, and statistical modeling
Data & Deployment
- Experience handling structured and large datasets
- SQL proficiency
- Exposure to model deployment (API-based deployment preferred)
- Knowledge of MLOps concepts is an added advantage
Tools (Preferred)
- TensorFlow / PyTorch (optional)
- Airflow / MLflow
- Cloud platforms (AWS / Azure / GCP)
Educational Qualification
- Bachelor’s or Master’s degree in Data Science, Statistics, Computer Science, Mathematics, or related field.
Key Competencies
- Strong analytical and problem-solving skills
- Ability to communicate insights to technical and non-technical stakeholders
- Experience working in agile or fast-paced environments
Accessibility & Inclusion Statement
We are committed to creating an inclusive environment for all employees, including persons with disabilities. Reasonable accommodations will be provided upon request.
Equal Opportunity Employer (EOE) Statement
Ampera Technologies is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.
Redux/Flux
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2. Ability to understand business requirements and translate them into technical requirements
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4. Build reusable code and libraries for future use
5. Work with backend engineers to build features and ship experiments
Skills Required :
1. Strong proficiency in JavaScript, ReactJS, Redux, redux-saga and ES6.
2. Konwledge with common front-end development tools such as Babel, Webpack, NPM, etc.
3. Familiarity with code versioning tools such as Git
4. Familiarity with RESTful APIs and Express js.
5. Ability to work in a fast-paced and deadline-oriented environment.
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We are looking for a self-starter/ Back End Developer who can work well with minimal guidance and in a fluid environment. Proficient at programming and interacting with APIs and good knowledge of RESTful design. Customer-focused reacts well to changes, works with teams, and is able to multitask. A natural communicator who can articulate and express thoughts and explain technical concepts in clear, plain English (both written and verbal)
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Hands-on experience in different technologies and languages such as JavaScript, NodeJS, MongoDB, Express JS, MySQL, REST API, Web Services/REST/JSON, MVC Framework to develop Web /mobile applications. Participating in the design and creation of scalable software. Writing clean, functional code on the back-end. Testing and fixing bugs or other coding issues
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Reports to: Development Manager
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- Work with development teams and product managers to ideate software solutions
- Design client-side and server-side architecture
- Develop and manage well-functioning databases and applications
- Write effective APIs
- Test software to ensure responsiveness and efficiency
- Troubleshoot, debug and upgrade software
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- Work with data scientists and analysts to improve software
- Excellent scoping and estimation skills
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- Proven experience as a Backend Developer or similar role
- 4+ years of hands-on software engineering experience in Node.js and Typescript
(Including Express, Feathers.js, and/or Nunjucks)
- Strong understanding of node modules, npm, nodemon.
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microservice architecture.
- Strong experience using a client-side MVC framework such as NodeJS, NextJS, Redux.Good experience working on Backend.
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- Experience with filesystems, server architectures, and performance tuning
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- Developing and implementing highly responsive user interface components using react
- Strong knowledge in databases MySQL, MongoDB, web servers Apache, and UI/UX design.
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.NET
C#-Min 1 yrs exp in dotnet core
-Strong in SQL database
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• 10 – 15 years relevant experience in Project Management, preferably with Shared Service experience (ie Operations, Migrations, Transformations, Continuous Improvement) of IT
• Excellent communication skills, both oral and written with strong relational skills (English)
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JenkinsCurrently, Indus OS has a user base of over 12+ Million on the back of 10+ smartphone brand partnerships with leading OEMs such as Samsung, Gionee, iTel, Micromax, Intex, Karbonn, and others. The Indus platform is available in English & 23 Indian regional languages and is intended to digitally connect the next 1 billion people in the emerging markets.
Indus App Bazaar: Indus also has its very own app market place called Indus App Bazaar with over 400,000 applications. Indus App Bazaar is India's largest indigenous app store available in 12 languages, designed to suit specific requirements of the Indian consumers. The recent partnership with Samsung will see Indus App Bazaar power Samsung's new Galaxy Apps Store in all Samsung Devices. With this partnership, we will be able to reach a user base of over 150 Million by 2021.
Indus OS in News:
Bloomberg: http://bloom.bg/2adsFRB
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- Comfortable working in an open, collaborative environment, reaching across functional.
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- True start-up experience - no bureaucracy and a ton of tough decisions that have a real impact on the business from day one.
- The camaraderie of an amazingly talented team that is working tirelessly to build a great OS for India and surrounding markets.
Perks :
- Awesome benefits, social gatherings etc.
- Work with intelligent, fun and interesting people in a dynamic start-up environment.
Javascript
HTML/CSSLeverage existing open source technology where appropriate
Solve tough design and architectural problems
Be flexible in our fast-paced environment
Work well on product teams with Quality Engineers and Product Owners
Be creative and willing to take risks
Strong developer enjoys writing code and tests
Strong front-end programming language experience: Javascript, node, etc.
Experience with web technologies: HTML, JSP, XML, JSON, CSS, etc.
Experience with SaaS scalable technologies
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Thrive in a fast-paced environment (think startup)
Strong analytical and organizational skills, and attention to detail
Excellent verbal and written communication skills
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Good problem solving abilities.
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Ability to communicate well with Product and Engineering Team
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Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon