• Excellent understanding of machine learning techniques and algorithms, such as SVM, Decision Forests, k-NN, Naive Bayes etc.
• Experience in selecting features, building and optimizing classifiers using machine learning techniques.
• Prior experience with data visualization tools, such as D3.js, GGplot, etc..
• Good knowledge on statistics skills, such as distributions, statistical testing, regression, etc..
• Adequate presentation and communication skills to explain results and methodologies to non-technical stakeholders.
• Basic understanding of the banking industry is value add
Develop, process, cleanse and enhance data collection procedures from multiple data sources.
• Conduct & deliver experiments and proof of concepts to validate business ideas and potential value.
• Test, troubleshoot and enhance the developed models in a distributed environments to improve it's accuracy.
• Work closely with product teams to implement algorithms with Python and/or R.
• Design and implement scalable predictive models, classifiers leveraging machine learning, data regression.
• Facilitate integration with enterprise applications using APIs to enrich implementations
About Societe Generale Global Solution Centre
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Requirements
- 3+ years work experience writing clean production code
- Well versed with maintaining infrastructure as code (Terraform, Cloudformation etc). High proficiency with Terraform / Terragrunt is absolutely critical
- Experience of setting CI/CD pipelines from scratch
- Experience with AWS(EC2, ECS, RDS, Elastic Cache etc), AWS lambda, Kubernetes, Docker, ServiceMesh
- Experience with ETL pipelines, Bigdata infra
- Understanding of common security issues
Roles / Responsibilities:
- Write terraform modules for deploying different component of infrastructure in AWS like Kubernetes, RDS, Prometheus, Grafana, Static Website
- Configure networking, autoscaling. continuous deployment, security and multiple environments
- Make sure the infrastructure is SOC2, ISO 27001 and HIPAA compliant
- Automate all the steps to provide a seamless experience to developers.
• Full-time education must UG or PG
• Impeccable good comm skills & presentable.
• Responsible for sourcing resumes from the portals/engines, Vendors, data bank, references, networking, headhunting, etc
• Proper documentation of the hiring process and creating candidate database
• Should have knowledge in permanent as well as contractual staffing
• Salary negotiation
• Should be able too to do all formalities till the candidate joins
Only those candidates can apply who: 1. are available for full time (in-office) internship 2. can start the internship between 29th Mar'22 and 3rd May'22 3. are available for duration of 3 months
- Support and maintain production Cognos web portal to manage the OLAP cube and folders.
- Used various transformations like expression, union, source qualifier, aggregator, router, store procedure, lookup transformations.
- Work on transformations such as source qualifier, joiner, lookup, rank, expression, aggregator and sequence generator etc.
- Work with relational databases like DB2.
- Develop mappings with XML as target and formatting the target data according to the requirement.
- Work with logical, physical, conceptual, star, snow flake schema data models.
- Extract data from flat files, DB2 and to load the data into the SalesForce database.
- Work with various data sources--relational, flat file (fix width, delimitate) and XML.
- Involve in all phases of SDLC from requirements gathering, architecture design, development, testing, and data migration.
- Involve in all phases of SDLC - requirement gathering, design, development, testing and implementation and post-production support.
- Involve in writing PERL scripts for file transfers, file renaming and few other database scripts to be execute from UNIX.
- Create functional and technical mapping specifications and documentation for QA team.
- Support implementation and execution of MAPREDUCE programs in a cluster environment.
- Maintain data integrity during extraction, manipulation, processing, analysis and storage.
- Migrate repository objects, services and scripts from development environment to production environment.
Job Description
We are looking for an ASP.NET MVC developer that will be able to develop and support existing applications. The main scope of work will include everything from back-end to client-side code, using optimal and efficient technologies, frameworks, and patterns. Your primary responsibilities will be to design and develop these applications. Therefore, it’s essential that you are skilled at problem solving, solution design, and high-quality coding.
Responsibilities
- Delivering a high-quality application
- Integrating with front-end developers
- Ensuring a required level of performance
- Writing test-backed server-side code
- Analyzing requirements and designing new functionality
- Supporting and fixing existing functionality
- Selecting and using the most appropriate and efficient technologies for a particular application
- Designing and building application layers
Skills
- Proficiency in C# | Visual Basic
- Experience using .NET 5+ | Core
- Experience in developing NET MVC | ASP.NET Core MVC applications
- Senior knowledge of ( Entity Framework 6.* | EF Core | NHibernate | ADO.NET )
- Proficient knowledge in MSSQL | MySQL | Oracle | other RDBMS
- Database design including indexes and data integrity
- Dependency injection pattern and IoC containers using at least one of: Autofac, Unity, Ninject, and/or SimpleIoc
- Writing tests with NUnit | XUnit | MSTest
- Implementing enterprise application patterns
- Understanding of HTML, JS, and CSS
- Familiarity with the client side framework jQuery | Angular 1.* | Angular 2.*+ | React
- Familiarity with Kendo UI | DevExpress | Syncfusion
- Integrating web analytics tools
- Familiarity with Azure Web Apps | AWS Cloud
We are looking for a Senior Developer who has experience in developing complex end-to-end solutions.
● Take responsibility for developing product features
● Engage with Product Management and Business to drive the agenda, set your priorities and deliver awesome product features to keep the platform ahead of market scenarios.
● Design and develop using Node.js/Feather.js, React, AWS ML stack
● Develop and utilize your skills as a mentor and leader. Grow your team’s capacity by mentoring other engineers and interviewing candidates.
Sounds like you?
● Experience: 4+ years of industry experience in a software engineering role, preferably building a SaaS product. You can demonstrate the significant impact that your work has had on the product and/or the team.
● Technically strong: Deep knowledge of a high-level programming language (for example, Javascript, JAVA, Python, etc.) but it doesn’t need to be a language that we use here! Great people are effective and learn what we use quickly (or introduce us to better ways of working)
● Product focused: You take pride in building an elegant and beautiful product
● Problem solver: You excel at understanding and solving complex problems. You have astonishing attention to detail.
● Quality communicator: You can confidently break down tricky topics in writing and in person.
● Surprisingly efficient: You get a lot done quickly, and can translate your skills into new processes that your team will follow.
● Leadership: You’re ready to rapidly grow into a company leader. You will build company culture and help shape our future.
● Motivation and drive: You volunteer for new challenges without waiting to be asked.
Drive understanding and adoption of our products through effective onboarding of customers.
Keep track of paid sign ups from the website and sales team
Diligently update customer/prospects data in tools provided
Stay on top of updates in current apps
Required Candidate profile
You will ideally have a combination of both Product (Computer Sciences) and Business education & experience
Should be able to work effectively in a Matrixed environment
3 years of relevant experience
The Junior/ Senior Software Engineer will be a member of the development team for Supply Chain Application module suite. The Supply Chain modules includes components at various layers, including server-side, integration, supply chain planning engines and user-interface. This individual will be responsible for participating in module development and providing technical assistance to junior members of the team.
Experience and Skills:
- 4-10 years of of experience in writing software
- Strong analytical problem solving skills
- Strong Object Oriented Programming Skills. Good understanding of data structures and algorithms.
- Extensive knowledge of the Java programming language
- Understanding of software design patterns, J2EE components (EJB, JSP, Servlets), and XML
- Experience with relational databases (preferably Oracle) and Object/Relational frameworks. Should be able to write SQL queries, procedures, triggers and do basic performance tuning.
- Experience with C++ is a plus.
- Functional knowledge of supply chain management domain.
- Prior experience in development or consulting with an enterprise software vendor – preferably in supply chain planning or forecasting area.
- Experience with enterprise integration patterns & protocols, including SOAP, REST, JMS, EDI is a plus.
- Experience writing build & deployment scripts (e.g. Ant)
- Excellent communication (verbal and written) and interpersonal skills
- Systems implementation skills: requirements/process analysis, conceptual and detailed design, configuration, testing, training, support
- Some experience with a scripting language such as Python or Ruby preferred
- Some experience with newer web client technologies such as AJAX, EXTJS preferred.
Essential Functions:
- Producing design documents based on a requirements document and participating in design reviews
- Producing effort estimates
- Writing code, automated unit and functional tests, and build/deployment scripts
- Participating in code reviews
- Executing performance/scalability tests & profiling hotspots
- Collaborating with QA, Technical Operations and Production Support during the various phases of a project
Education:
BE/ BTech/ ME/ MTech in Engineering, Computer Science
- In-depth knowledge in Core Python with Django building end to endapplications development.
- Experience in Web technologies-HTML, CSS, Javascript.
- Database - SQL Server/Postgres/ NoSQL database.
- Good understanding of Algorithms, data structures.
- Knowledge in ORM (Object Relational Mapper) libraries.
- Experience in integrating multiple data sources and databases into onesystem.
- Knowledge in REST / SOAP API
- Knowledge in version control tools like Git
- Experience with various cloud technologies.