Data Science
Machine Learning (ML)As an Associate Manager - Senior Data scientist you will solve some of the most impactful business problems for our clients using a variety of AI and ML technologies. You will collaborate with business partners and domain experts to design and develop innovative solutions on the data to achieve
predefined outcomes.
• Engage with clients to understand current and future business goals and translate business
problems into analytical frameworks
• Develop custom models based on an in-depth understanding of underlying data, data structures,
and business problems to ensure deliverables meet client needs
• Create repeatable, interpretable and scalable models
• Effectively communicate the analytics approach and insights to a larger business audience
• Collaborate with team members, peers and leadership at Tredence and client companies
Qualification:
1. Bachelor's or Master's degree in a quantitative field (CS, machine learning, mathematics,
statistics) or equivalent experience.
2. 5+ years of experience in data science, building hands-on ML models
3. Experience leading the end-to-end design, development, and deployment of predictive
modeling solutions.
4. Excellent programming skills in Python. Strong working knowledge of Python’s numerical, data
analysis, or AI frameworks such as NumPy, Pandas, Scikit-learn, Jupyter, etc.
5. Advanced SQL skills with SQL Server and Spark experience.
6. Knowledge of predictive/prescriptive analytics including Machine Learning algorithms
(Supervised and Unsupervised) and deep learning algorithms and Artificial Neural Networks
7. Experience with Natural Language Processing (NLTK) and text analytics for information
extraction, parsing and topic modeling.
8. Excellent verbal and written communication. Strong troubleshooting and problem-solving skills.
Thrive in a fast-paced, innovative environment
9. Experience with data visualization tools — PowerBI, Tableau, R Shiny, etc. preferred
10. Experience with cloud platforms such as Azure, AWS is preferred but not required
Shubham Vishwakarma
Full Stack Developer - Averlon
About Tredence
About
Tredence is an analytics services and solutions company serving some of the leading Fortune 500 clients & successful track record of delivering business impact
Company social profiles
Similar jobs
Responsibilities:
- Working experience with Salesforce Lightning Web Component strongly preferred
- Working experience with Salesforce and Mulesoft Integration strongly preferred
- 3 years working experience with Vlocity tools and processes, strongly preferred
- Vlocity certification strongly preferred
- Apex Class and Visual force development should meet Salesforce.com recommended standards
- Apex Test classes should have a minimum of 90% coverage, all functionalities, and bulk operations might be validated.
- Ownership for resolution of Incidents, minor and standard changes for the respective technology tower
- Familiar with JavaScript, style sheet, XML, and Web Services
- Able to work independently and Single resource projects
- Should have expertise in Salesforce.com standard functionality and features (Sales, Services, and Marketing), Apex Programming, and Force.com Capabilities
- Might have been the primary owner for Data Migration, Web Services, and Integration activity at least in one end-to-end implementation project.
- Should have great exposure in general CRM functionalities
- Experience in SQL query writing. Strong relational database background/understanding.
Java
Spring BootAbout - The company is an online discovery platform that offers direct-to-home product trials for D2C brands.
Location- Bangalore
Series- B
Responsibilities
- Lead simultaneous development for multiple business verticals.Design & develop highly scalable, reliable, secure, and fault-tolerant systems.Ensure that exceptional standards are maintained in all aspects of engineering.Collaborate with other engineering teams to learn and share best practices.Take ownership of technical performance metrics and strive actively to improve them.Mentors junior members of the team and contributes to code reviews.
Requirements
- A passion to solve tough engineering/data challenges.Be well versed with cloud computing platforms AWS/GCPExperience with SQL technologies (MySQL,PostgreSQL)Experience working with NoSQL technologies (MongoDB,ElasticSearch)Excellent Programming skills in Python/Java/GoLangBig Data streaming services (Kinesis ,Kafka ,RabbitMQ)Distributed cache systems (Redis ,Memcache)Advanced data solutions (BigQuery, RedShift, DynamoDB, Cassandra)Automated testing frameworks and CI/CD pipelinesInfrastructure orchestration(Docker/Kubernetes/Nginx)Cloud-native tech like Lambda,ASG,CDN,ELB,SNS/SQS,S3 Route53 SES
• Oversee lifecycle marketing strategies which identify valuable consumers and opportunities and ensure error free continuous implementation
• Pilot new campaigns that drive increased engagement and revenue
• Create and continually refine email strategy to increase acquisition, retention (CLV) and subscription rates
• Manage external agency and multiple vendor relationships related to CRM, personalised consumer marketing and database management
• Serve as a CRM business intelligence leader, utilizing analytics to drive customer-centric action plans
• Manage the distribution and presentation of CRM reporting and status to executive stakeholders
Digital Activation / DMP
• Develop audience segments by applying CRM learnings
• Create test and learn approach to optimize performance and develop insights on best practices
• Provide support in measurement and analysis of precision media campaigns
Qualifications
• 2-8 years CRM and/or Direct Marketing experience, preferably in a Retail, CPG or ecommerce industry
• Knowledge of database marketing strategies including the use of 1st, 2nd, 3rd party data
• Creative thinking and exceptional analytical skills; experience conducting CRM campaign analytics and consumer research to inform marketing decisions
NodeJS (Node.js)Role
Do you want to build the next BYJU'S but better? As a Senior Software Engineer at an exponential-growth startup (+30% month-over-month) you will be responsible for architecting, building, and implementing end-to-end features throughout the stack that will impact millions of students around the world across hundreds of career paths. This role is perfect for a highly-skilled engineer who wants to explore new technologies, push their skills to the limit, have creative freedom, and feel like they have significant ownership of major features that change lives around the world.
📝 Absolute Requirements
- 4+ years experience as a backend or full-stack engineer
- Expert in Node.js and serverless technologies (e.g. AWS Lambda)
- Expert in NoSQL databases (e.g. DynamoDB, Neptune)
- Expert in GraphQL APIs
- Excellent communication and interpersonal skills
- Passionate about education
🚀 Exciting Projects
- AI/ML for predictive study algorithms
- Innovative content authoring: Quantum Questions
- Hybrid DB architecture (Graph + DynamoDB)
- New interactive learning types
- Gamification, leaderboards, and achievements
- Offline mode for mobile and desktop apps
- Real-time user collaboration
- Data visualizations and insights
- NLP assistant for content authoring and imports
- And much, much, much more!
📚 Core Serverless Stack
- API: Node.js, Lambda, GraphQL, AppSync
- DBs: DynamoDB, Neptune, S3
- Frontend: React.js, React native, Next.js
⚒️ Core Tools
- Jira, Confluence, Slack, Drive, Bitrise, Sentry, GitHub, Zoom
.NET
C#Role Objective:
The objective of the developer is to design and develop solutions while being responsible for the coding standards, security and compliance requirements.
Roles & Responsibilities:
- Business Understanding
- Understands the business requirements clearly to a level that enables in making micro decisions. Involves in designing, developing, testing software solutions
- Arch/Design Documentation
- Clear documentation of the workflows, maintains clean code and support in solution architecture/design documentations
- Dev Testing & Solution
- Engages in identifying & troubleshooting various website issues and coding problems; Evaluates and implements new tools based on the requirement and ensures the high performance of all systems developed; Involves in performing the code review and refactor to ensure the code quality based on the best practices and code conventions.
- Understanding Coding Standards, Compliance & Info-security, Non-functional Requirement
- Identifies security requirements of data-in-transit and data-at-rest and discovers the vulnerabilities of the third-party components/libraries used in the application and remediating vulnerabilities; Maintains updated knowledge of the development industry, advancements in technology, and its implementation.
- Stakeholder Management
- Collaborates with members to consistently improve the functionality and client centric solutions; Collaborate with the peers and team members to create an intuitively easy to use solution for our end users; Assists the DevOps team to manage the environment and releases; Provides training and support to junior developers.
Requirements
- Frameworks & Libraries:
- Dot net Core
- Entity Framework
- Backend languages: C#
- Database Concepts & Applications:
- Entity framework, ADO.Net, Dapper
- Should be familiar with any of the relational databases like Postgres, SQLServer, Oracle etc., or non relational databases like MongoDB, Cassandra, etc.,
- Should be familiar with concepts: Normalization, Indexing, Joins
- Unit Testing: Should be familiar with NUnit
- Log frameworks: Should be familiar with any one of the logging libraries like Nlog or Log4Net
- Authorization & Authentication:
- Token Based Auth
- JWT with refresh token
- Claims & Identity
- SSO
- Basic Authentication
- OAuth
- Build Tools: dot net cli build commands
- Version Control: Experience in using GIT
- Other Development tools:
- Swagger Editor
- Postman/Flutter
- VSCode
- Application performance management: Nice to have basic knowledge in any of the APM Tools like AppDynamics, DataDog, NewRelic, Dynatrace, etc.,
- Vulnerability tests: Nice to have basic knowledge on security principles like OWASP Top Te etc.,
- Cloud Services: Nice to have experience in any one of the cloud services like GCP, AWS, Azure, etc.,
- CI/CD understanding: Basic understanding of pipelines and deployments
- Others:
- Common application/ web security and OWASP vulnerabilities
- Encryption algorithms to protect sensitive information
- PII, PCI, HIPPA, and GDPR compliance and how to implement
- Finding the vulnerabilities of the third-party components/ libraries
- Understanding security breaches of data-in-transit and data-at-rest and its implementation
- Behavioral Competencies:
- Accountability
- Adaptive to change
- Business communication
- Customer Focus
- Learning Agility
- Planning & organizing
- Problem solving
Java
AngularJS (1.x)Spring BootKey Skills required:
Language: Java, SQL , JavaScript.
Software Ideology : Design Pattern , SOLID principle , YAGNI , KISS , Microservices, CLEAN/LAYERED architecture.
Framework: Spring (Boot, MVC, DataJPA, Security), JMS(Rabbit MQ/Apache camel/active MQ), ORM tool(Criteria API/Criteria Builder/Query DSL/Springdata JPA), REST(Jersey, Spring MVC , Feign Client) , Vaadin/GWT/jHipster/Google Polymer
Database : RDMS(Oracle/, Postgresql) , NoSql(MongoDB). Subversion : SVN , Git
Preferred Knowledge: Angular, HTML/CSS, Kotlin, Kafka , JUnit/TestNG , Docker, Kubernetes
Key Responsibilities & deliverables:
- Responsible for writing business logic and integrating it end to end (from DB-WS to UI & vice versa).
- Creating Rest endpoints to be used by other applications which will suffice the business requirements.
- Deploying the applications in cloud
- Lead and develop engineers in the engineering
- Lead technical risk mitigation, design and planning activities
- This role requires a level of technical experience and interpersonal skills to be able to work effectively as a team player with our internal
- Proactive thinking with a ‘can do’
- Improve development efficiency with new tools/frameworks
- Responsible for server-side web application logic and integration of the work
- Write the web services and APIs used by dependent application
Technical Skills
- Database creation, integration, and
- Cloud Knowledge
- Using back-end frameworks to build server-side software
- Cloud computing integration
- API integration
- Security audit
Location: Bangalore / Pune (Remote)
Employment type: Full time
Permanent website: www.amazech.com
Qualifications:
B.E./B.Tech/M.E./M.Tech in Computer Science, Information Technology, Electrical or Electronic with good academic background.
Experience and Required Skill Sets:
· Minimum 5 years of hands on experience with Azure Data Lake, Azure Data Factory, SQL Data Warehouse,Azure Blob, Azure Storage Explorer
· Experience in Data warehouse/analytical systems using Azure Synapse.
· Proficient in creating Azure Data Factory pipelines for ETL processing; copy activity, custom Azure development etc.
· Knowledge of Azure Data Catalog, Event Grid, Service Bus, SQL, Purview and Synapse
· Good technical knowledge in Microsoft SQL Server BI Suite (ETL, Reporting, Analytics, Dashboards) using SSIS, SSAS, SSRS, Power BI
· Design and develop batch and real-time streaming of data loads to data warehouse systems
Other Requirements:
· A Bachelor's or Master's degree (Engineering or computer related degree preferred)
· Strong understanding of Software Development Life Cycles including Agile/Scrum
Responsibilities:
· Ability to create complex, enterprise-transforming applications that meet and exceed client expectations.
· Responsible for bottom line. Strong project management abilities. Ability to encourage team to stick to timelines.
· Should demonstrate strong client interfacing capabilities like emails and calls with clients in the US/UK
As an Engineering Manager at BigStep Technologies, you will be part of a fast-growing business that allows high-performing employees to make an impact and contribute to the business growth. You will have the opportunity to channel your experience into contributing towards the development of our enterprise-grade software platforms. You will act as a driving force and ensure that optimized solutions are developed using Agile-based development methodology. In this role, you will be collaborating closely with multiple cross-functional teams. Primary responsibilities would also include coaching software development teams to self-organise and create high-value products to remove any impediments to their progress.
This is an excellent opportunity to make an impact on a massive scale, with room for growth in personal and professional development, while working with foundational next-generation technologies. This engineering managers role offers the opportunity for significant technical impact, product innovation and team building with the opportunity for advancement.
Roles and Responsibilities:
- Lead our platforms engineering team.
- Form and drive the platform's technical strategy and road-map, making sure they are executed properly.
- Collaborate with Product Managers and Tech Leads for road-map delivery.
- Take ownership of on-time and with quality delivery of major/minor releases with the product teams to drive internal and external adoption of our platform.
- Be an inspiring, inclusive and collaborative leader for a team of strong engineers responsible for delivering on business value.
- Your technical contribution scope won't be limited just into cycle delivery goals, but there is an expectation that you engage in technical deliverables such as RFC reviews, bug fixes, and small features, without blocking or slowing down your teams progress.
- You will be responsible for identifying the process bottlenecks and clearing any potential roadblocks.
- You will play a role in building the team with the right culture, partnering with other teams, planning sprints and executing the plans.
- You are expected to contribute as an active member of the global product team, a member of our leadership team responsible for delivering high business values.
Desired Candidate Profile:
- B.E / M.E with specialization in Computer Science / Information Technology.
- Diverse experience of 8-12 years in a hyper-growth environment.
- A minimum experience of 3 years in development and technical leadership role
- A minimum experience of 2 years in managing Scrum Teams.
- Extensive experience in designing and developing software applications by putting the latest technology stacks to use in an Agile environment.
- Prior hands-on experience working through the design, development and release cycle.
- Hands on experience in full stack development, including RESTful API, JavaScript (jQuery, Angular/React, NodeJS, etc.), MongoDB, server component technologies
- Experience using Agile performance metrics to drive accountability and continuous improvement.
- Proven leadership and motivational skills and the ability to maintain high levels of energy and engagement.
Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon