Data Scientist

Client: Cummins

Payroll: Alpha Net

Shift: 4:30PM To 1:30AM

Role: Remote

Skills Required: Expert in Oracle Cloud Manufacturing, Understanding of MES, Line Automation or Production scheduling preferred

Secondary: Inventory & Quality

Primary Responsibilities

• Understand current state architecture, including pain points.
• Create and document future state architectural options to address specific issues or initiatives using Machine Learning.
• Innovate and scale architectural best practices around building and operating ML workloads by collaborating with stakeholders across the organization.
• Develop CI/CD & ML pipelines that help to achieve end-to-end ML model development lifecycle from data preparation and feature engineering to model deployment and retraining.
• Provide recommendations around security, cost, performance, reliability, and operational efficiency and implement them
• Provide thought leadership around the use of industry standard tools and models (including commercially available models and tools) by leveraging experience and current industry trends.
• Collaborate with the Enterprise Architect, consulting partners and client IT team as warranted to establish and implement strategic initiatives.
• Make recommendations and assess proposals for optimization.
• Identify operational issues and recommend and implement strategies to resolve problems.

Must have:

• 3+ years of experience in developing CI/CD & ML pipelines for end-to-end ML model/workloads development
• Strong knowledge in ML operations and DevOps workflows and tools such as Git, AWS CodeBuild & CodePipeline, Jenkins, AWS CloudFormation, and others
• Background in ML algorithm development, AI/ML Platforms, Deep Learning, ML Operations in the cloud environment.
• Strong programming skillset with high proficiency in Python, R, etc.
• Strong knowledge of AWS cloud and its technologies such as S3, Redshift, Athena, Glue, SageMaker etc.
• Working knowledge of databases, data warehouses, data preparation and integration tools, along with big data parallel processing layers such as Apache Spark or Hadoop
• Knowledge of pure and applied math, ML and DL frameworks, and ML techniques, such as random forest and neural networks
• Ability to collaborate with Data scientist, Data Engineers, Leaders, and other IT teams
• Ability to work with multiple projects and work streams at one time. Must be able to deliver results based upon project deadlines.
• Willing to flex daily work schedule to allow for time-zone differences for global team communications
• Strong interpersonal and communication skills

As our Full Stack Engineer, you will be developing fast, reliable and scalable web applications while taking responsibility for shipping core backend features.

Roles and responsibilities:

1. Develop smooth, scalable and pixel-perfect web-app products
2. Architect, optimize and scale complex systems like the database engine and APIs
3. Follow TDD and write well designed, factored, and tested code
4. Develop new features and maintain existing code
5. Manage infrastructure and ensure security of applications
6. Solve complex product and engineering challenges alongside the core team

What we're looking for in you:

1. 4+ years of experience in Full Stack Development
2. Extensive programming skills with a proficiency in Java, Spring Boot and Javascript
3. Have strong fundamentals in systems design and RDBMS and NoSQL databases
4. Product minded: Strong UI/UX and design sense
5. Strong understanding of asynchronous request handling and dynamic web page development
6. Experience working with React.js, Next.js, Node.js, HTML, CSS, Redux, TypeScript
7. Stellar problem solving and research skills with the ability to design scalable systems
8. Exposure with AWS/GCP, Docker, Kubernetes and CI/CD Setups
9. Experience in functional, L& P and security testing

Benefits of working with Rivi:

• Stock Options
• Flexible work hours
• More responsibilities and more opportunities
• The chance to exponentially grow in your career, as Rivi grows
• Work on real innovation and a futuristic vision
• Enhance your skill-sets and knowledge
• Opportunity to learn about many different verticals
• Feel empowered and change things - We value ideas and suggestions
• Work in an inclusive culture where transparency, creativity, accountability and ownership is encouraged

What roles and responsibilities will be performed by the selected candidate?

§ Should be able to handle all ETL Datawarehouse testing phases (Azure environment).

§ Should be able to test complex SQL scripts including Spark SQL

§ Should be able to apply business and functional knowledge including testing standards, guidelines, and testing

methodology to meet the teams overall test objectives.

§ Should be able to identify business requirements including data sources, target systems, transformations

required, business rules required to be applied and existing data model from the mapping document.

§ Define Testing strategy, Test approach, Test suites and Test cases.

§ Run, test and debug ETL jobs (Azure environment).

§ Identify and track defects to closure and keep defect log.

§ Should be able to produce test result documentation that are clear and concise along with documentation of

tests performed, test coverage, test risks, assumptions, issues, and dependencies.

§ Bringing in industry best practices in ETL Testing.

§ Should be able to test complex SQL scripts including Spark SQL

§ Should be able to test pandas data frame ETL transformations.

What is the expectation from the candidate’s current role/profile?

§ 2-5 years of experience in core ETL testing expertise with strong exposure to agile methodology.

§ Ability to apply business and functional knowledge, to define testing strategy, test approach and test case

design.

§ Should have excellent SQL skills

§ Should have worked on ETL project involving multiple layers/stages of database processing with various kinds

of sources/targets like files, Oracle, SQL Server, Webservices. Delta Lake etc…

§ Should have at least intermediate level knowledge of python scripting and pandas (Python data analysis

library).

§ Knowledge of Software Development Lifecycle including the functional and non-functional test phases

§ Good interpersonal, communication and organizational skills

§ The ability to work and team effectively with team and management personnel across

      Experience in C#, OOps, Javascript, HTML

·       Should have delivered successful end-to-end development to deployment experience on Web applications and Api’sin last 1-5 years

·         Experience in SQL is a must

·         Should have 1-5 years experience in backend development

·         Experience in service-based development using technologies such as Web API and RESTful services. 

·         Proficient in writing clean, well-structured code with proper abstraction and reusability.

.         Ability to work to tight deadlines, manage priorities, and take responsibility for delivering to time and quality requirements.

Responsibilities:

• You will provide complete and appropriate solutions for every customer in order to boost top-line revenue growth, customer acquisition levels and profitability.
• Present, promote and sell products/services using solid arguments to existing and prospective customers.
• Perform cost-benefit and needs analysis of existing/potential customers to meet their needs.
• Establish, develop and maintain positive business and customer relationships.
• Reach out to customer leads through cold calling.
• Expedite the resolution of customer problems and complaints to maximize satisfaction.
• Achieve agreed upon sales targets and outcomes within schedule.
• Coordinate sales effort with team members and other departments.
• Analyze the territory/market's potential, track sales and status reports.
• Supply management with reports on customer needs, problems, interests, competitive activities, and potential for new products and services.
• Keep abreast of best practices and promotional trends.
• Continuously improve through feedback.

Requirements:

• At least 2-4 years' experience in sales department.
• We're looking for a results-driven sales representative to actively seek out and engage customer prospects.
• Proven work experience as a sales representative.
• Excellent knowledge of MS Office.
• Familiarity with BRM and CRM practices along with ability to build productive business professional relationships.
• Highly motivated and target driven with a proven track record in sales.
• Excellent selling, communication and negotiation skills.
• Prioritizing, time management and organizational skills.
• Ability to create and deliver presentations tailored to the audience needs.
• Relationship management skills and openness to feedback.
• BS/BA degree or equivalent.