Data Science
Machine Learning (ML)
R Programming
PythonKey Responsibilities:
- Partnering with clients and internal business owners (product, marketing, edit, etc.) to understand needs and develop models and products for Kaleidofin business line.
- Good understanding of the underlying business and workings of cross functional teams for successful execution
- Design and develop analyses based on business requirement needs and challenges.
- Leveraging statistical analysis on consumer research and data mining projects, including segmentation, clustering, factor analysis, multivariate regression, predictive modeling, hyperparameter tuning, ensembling etc.
- Providing statistical analysis on custom research projects and consult on A/B testing and other statistical analysis as needed. Other reports and custom analysis as required.
- Identify and use appropriate investigative and analytical technologies to interpret and verify results.
- Apply and learn a wide variety of tools and languages to achieve results
- Use best practices to develop statistical and/ or machine learning techniques to build models that address business needs.
- Collaborate with the team to improve the effectiveness of business decisions using data and machine learning/predictive modeling.
- Innovate on projects by using new modeling techniques or tools.
- Utilize effective project planning techniques to break down complex projects into tasks and ensure deadlines are kept.
- Communicate findings to team and leadership to ensure models are well understood and incorporated into business processes.
Skills:
- 2+ year experience in advanced analytics, model building, statistical modeling, optimization, and machine learning algorithms.
- Machine Learning Algorithms: Crystal clear understanding, coding, implementation, error analysis, model tuning knowledge on Linear Regression, Logistic Regression, SVM, shallow Neural Networks, clustering, Decision Trees, Random forest, Boosting trees, Recommender Systems, ARIMA and Anomaly Detection. Feature selection, hyper parameters tuning, model selection and error analysis, ensemble methods.
- Strong with programming languages like Python and data processing using SQL or equivalent and ability to experiment with newer open source tools
- Experience in normalizing data to ensure it is homogeneous and consistently formatted to enable sorting, query and analysis.
- Experience designing, developing, implementing and maintaining a database and programs to manage data analysis efforts.
- Experience with big data and cloud computing viz. Spark, Hadoop (MapReduce, PIG, HIVE)
- Experience in risk and credit scoring domains preferred
Shubham Vishwakarma
Full Stack Developer - Averlon
About Kaleidofin
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experience in technologies such as Kubernetes, Istio, Docker, OpenShift, Anthos, Oracle VirtualBox,
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• Well-versed in AWS and/or Azure or and/or Google Cloud; must demonstrate
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About Company
Our client is a brand co-creation platform that transforms powerful ideas into authentic, profitable, and experience-led brands that can define the future of brands in key consumption categories. They now have 10 brands that are active and these are available across its own D2C channel, ecomm platforms and general and modern trade channels.
WHAT YOU’LL BE DOING:
- Lead Brand Marketing, Strategy, Content and Communication for existing and new brands
- Creating Brand positioning and differentiation strategies, generating brand anticipation and planning Brand launch keeping in mind the key insights gained from customer and competitor analysis
- Translate brand strategies into brand plans, brand positioning, category, product planning and go-to-market execution plans
- Accountable to lead marketing campaigns, content, understanding the brand well, and integrating the brand communication across all channels
- Own and drive social media presence for the brand
- Develop & conduct marketing campaigns to increase traffic & conversion
- Create & deliver ambitious growth plans for the brand's D2C platforms and take onus of D2C business delivery.
- Driving performance on all performance-marketing channels such as Facebook, Google etc, as well as organic, direct and affiliate sources of revenue and traffic.
- Oversee operation of own websites, app(s), content platform(s) and any other digital D2C initiatives.
- Responsible for customer retention marketing activities and merchandising strategy for scaling up revenue.
- Plan and deliver on retention targets within time and budget with focus on key channels such as Email, SMS & Push Notifications.
- Work closely on increase conversions, cross-sell, and drive platform specific influencer activities, and focus on upselling to increase the customer engagement via multiple digital channels.
WHAT YOU’LL BRING TO THE TEAM:
- 7-10 years business and / or marketing experience in relevant start-up/ e-commerce/ D2C/FMCG organizations handling a large brand or 2/3 independent brands.
- Experience working for multiple brands at a time
- Strong experience using performance marketing to drive traffic growth and brand awareness
- Expertise in a similar role as well as experience building effective multi-channel marketing strategies, including affiliate marketing, PPC, SEO, social media and other digital channels.
- Experience in managing digital first brands both from width & depth point of view
- Strength working with cross functional teams in a high growth environment
- Experience in creating end to end online customer journey
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About Tesseract Esports
Tesseract Esports was founded in 2015 with an intent to elevate and transform the nascent gaming scene in South and Southeast Asia into a high profile and professional esport. We played a pioneering role by being the first to launch and introduce mobile esports in the region. We were also among the first to produce the biggest and most successful esports events and gaming activations in India at an unprecedented scale, paving the way for the growth of esports in the country.
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- Strong technical understanding on digital film making.
- Ability to conceptualise and communicate design ideas clearly.
- Deliver ideas using Quick mockups and prototypes.
You will be responsible for (not limited to)
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3+ years in the related field.
Your academic qualifications
We prefer an inspired mind over an academic qualification.
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- 3D software’s such as cinema 4d, blender, 3DS Max.
- Video editing software like Premier Pro, Da-Vinci resolve.
- Ability to lead and build a design team.
- Self-learning.
Employment Type
Full-time
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- Strong fundamentals in Core Java/J2EE.
- Familiarity with any one of Spring, Struts, Hibernate frameworks.
- Familiarity with code design principles, patterns, and best practices in java.
- Understanding of SQL and NoSQL databases.
- IDE/Tools - Eclipse, NetBeans, Ant, Maven, Gradle
- Web Technologies - XML/XSD, HTML 5.0, CSS 3.0, JavaScript, JQuery, YUI
- Configuration Management - GIT, Subversion SVN
- Active participation in one or more open-source projects is a strong plus
- Familiarity with the AWS cloud ecosystem is a strong plus.
- OCJP certified will be an added advantage.
- Hands-on with *Unix/Windows based systems.
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- Experienced problem solving and debugging skills.
- Good verbal and written communication and interpersonal skills
- Experience in Agile methodology is added advantage
- Knowledge of Cloud Knowledge /Azure
- Must know about Unix knowledge
- experience in Elastic search
Docker
Amazon Web Services (AWS)
MongoDB● Responsible for design, development, and implementation of Cloud solutions.
● Responsible for achieving automation & orchestration of tools(Puppet/Chef)
● Monitoring the product's security & health(Datadog/Newrelic)
● Managing and Maintaining databases(Mongo & Postgres)
● Automating Infrastructure using AWS services like CloudFormation
● Participating in Infrastructure Security Audits
● Migrating to Container technologies (Docker/Kubernetes)
● Should be able to work on serverless concepts (AWS Lambda)
● Should be able to work with AWS services like EC2, S3, Cloud-formation, EKS, IAM, RDS, ..etc
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● Problem-solving skills that enable you to identify the best solutions.
● Team collaboration and flexibility at work.
● Strong verbal and written communication skills that will help in presenting complex ideas
in
● an accessible and engaging way.
● Ability to choose the best tools and technologies which best fits the business needs.
Aviso offers:
● Dynamic, diverse, inclusive startup environment driven by transparency and velocity
● Bright, open, sunny working environment and collaborative office space
● Convenient office locations in Redwood City, Hyderabad and Bangalore tech hubs
● Competitive salaries and company equity, and a focus on developing world class talent operations
● Comprehensive health insurance available (medical) for you and your family
● Unlimited leaves with manager approval and a 3 month paid sabbatical after 3 years of service
● CEO moonshots projects with cash awards every quarter
● Upskilling and learning support including via paid conferences, online courses, and certifications
● Every month Rupees 2,500 will be credited to Sudexo meal card
HTML/CSS
PHP
Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon