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Building the machine learning production (or MLOps) is the biggest challenge most large companies currently have in making the transition to becoming an AI-driven organization. This position is an opportunity for an experienced, server-side developer to build expertise in this exciting new frontier. You will be part of a team deploying state-of-the-art AI solutions for Fractal clients.
Responsibilities
As MLOps Engineer, you will work collaboratively with Data Scientists and Data engineers to deploy and operate advanced analytics machine learning models. You’ll help automate and streamline Model development and Model operations. You’ll build and maintain tools for deployment, monitoring, and operations. You’ll also troubleshoot and resolve issues in development, testing, and production environments.
- Enable Model tracking, model experimentation, Model automation
- Develop ML pipelines to support
- Develop MLOps components in Machine learning development life cycle using Model Repository (either of): MLFlow, Kubeflow Model Registry
- Develop MLOps components in Machine learning development life cycle using Machine Learning Services (either of): Kubeflow, DataRobot, HopsWorks, Dataiku or any relevant ML E2E PaaS/SaaS
- Work across all phases of Model development life cycle to build MLOPS components
- Build the knowledge base required to deliver increasingly complex MLOPS projects on Azure
- Be an integral part of client business development and delivery engagements across multiple domains
Required Qualifications
- 3-5 years experience building production-quality software.
- B.E/B.Tech/M.Tech in Computer Science or related technical degree OR Equivalent
- Strong experience in System Integration, Application Development or Data Warehouse projects across technologies used in the enterprise space
- Knowledge of MLOps, machine learning and docker
- Object-oriented languages (e.g. Python, PySpark, Java, C#, C++)
- CI/CD experience( i.e. Jenkins, Git hub action,
- Database programming using any flavors of SQL
- Knowledge of Git for Source code management
- Ability to collaborate effectively with highly technical resources in a fast-paced environment
- Ability to solve complex challenges/problems and rapidly deliver innovative solutions
- Foundational Knowledge of Cloud Computing on Azure
- Hunger and passion for learning new skills
Qualification: Bachelor's degree (B.E./B. Tech) in (CE/IT)Or MCA Or MSC IT
Skills:
Must Have:
- Oops
- Asp.Net MVC
- Dot.net Core
- MS SQL Server
- JQuery&Javascript
- RestAPIs
- Entity Framework
- HTML
- CSS
Good to Have:- TypeScript/Angular/React
- Xamarin/MAUI
Soft Skills:
- Good Communication skill.
- Able to create design document from the Requirements
- Can handle individual projects.
- Can manage a team and be a good team player.
- Clear reporting to the Client or manager.
Tools:
- Visual Studio
- VS Code
- Git
- Postman
Experience:
4-5+ years of experience in Web and APIs development in Dot Net C#/Vb.net & SQL Server
Roles & Responsibilities:
1. Participating in design discussions and solving complex business problems.
2. Responsibility for technical projects and see them into production following standard
development and quality processes.
3.Utilization of standard Microsoft stack technologies.
4. Supporting developers by providing technical and task direction.
5. Create technical and operational system documentation.
6. Ensuring compliance with IT Technology Roadmap.
7. Production support and escalation.Provide point of escalation during the day and off-hour.
8. Work closely with the development management team to design and implement use cases.
9. Analyze business requirements then design and code web applications, services, and batch
processes or Rest APIs.
We are looking for a social media manager for our blockchain company.
Things will include community management on telegram, instagram, twitter facebook.
We have over 10,000 members on telegram.
We have over 16,000 followers on twitter. (https://twitter.com/CryptionNetwork)
This Noida based startup is disrupting the F&B industry by helping eateries increase their profit margin and saving time on labour.
Our client is a software-as-a-service(SaaS) startup that connects restaurants and suppliers by digitising the procurement process. It enables eateries to understand purchasing trends, auto-create purchase orders, anticipate stock out dates, set low-stock alerts, among others. The team also provides training to restaurant members on effectively using the solution. Founded by IIT Kanpur graduates, this new age venture already has more than 1,500 outlets registered on its platform and has helped restaurants reduce their operational costs by 8-10%. It also generates monthly transactions worth $1.3 million.
As a Business Development Manager, you will be responsible for identifying the leads, pitching products and services and maintaining a good relationship with clients.
What you will do:
- Acquiring new clients by pitching the company’s products/services via phone calls as well as in-person meeting.
- Demonstrating and presenting the company’s product (SAAS) to the clients.
- Following up on the generated leads to convert them into potential business for the company.
- Updating and maintaining data on a real-time basis for sales pipeline on CRM.
- Building and maintaining professional relationship with new potential clients and existing clients.
- Frequent travelling (local & outstation) to meet customers, go-to-market plans
- Tracking competition and building strategies to keep competitive edge.
What you need to have:
- 2-5 years of B2B SAAS sales experience
- Proven ability to achieve targets
- Strong in building rapport with customers
- Excellent communication and negotiation skills
- Open for Frequent travelling (local & outstation)
- Good expertise in regional language Kannada or Tamil or Bengali.
● Design and develop features using Core Java, Spring Boot, and Hibernate
● Ability to design database schema, develop views and stored procedures
● Participate in user story grooming, design discussions and proposal of solutions
● Maintain existing software systems by identifying and correcting software defects
● Practice standard development process leveraging agile methodologies such as
SCRUM and TDD
● Review and analyze business requirements and provide technical feasibility and
estimates
● Manage development / support functions etc
● Excellent in OOPS concepts, system design
● Strong knowledge of Core Java, Spring, Hibernate and Microservices
● Hands-on experience in DB design, SQL, UI Technologies like HTML/CSS,
JavaScript, jQuery, etc.
● Good knowledge of design patterns
● Excellent knowledge of JSP, Servlets, WebServices, JUnit
● Experience in Agile software development
● Familiarity with JIRA, GIT, Maven
● Experience in working directly with a client
● Good knowledge in requirement gathering, analysis, and designin
- Expertise in software design and development.
- Proficiency with at least one Object Oriented language(e. g. Java)
- Experience with building high-performance, highly available and scalable distributed systems
- Experience with API Design, ability to architect and implement an intuitive customer and third-party integration story.
General Information:
You will be working as a Full Stack Developer and will be based out in Chennai. The main part of the job will consist in the development of a Web platform using .NET, C#, ASP.NET, JAVA Script & SQL Server and to provide contributions to the application design, assurance on code quality with a focus on scalability, maintainability, security, and performance.
Your Responsibilities:
- Extensive experience developing Application Programming Interfaces (API), RESTful Web Services, and interfacing with 3rd party & custom applications.
- Hands-on experience in Performance Engineering Tools & Techniques.
- Excellent debugging skills; able to debug complex technical issues involving multiple system components.
- Identify options for potential solutions and assess them for technical and business suitability.
- Keep abreast of technical and industry developments.
- Familiarity with version control systems such as TFS, Bit bucket, IBMs CM Synergy & code management strategies.
- Experience with Agile methodologies.
Requirement:
- Masters or bachelor’s degree in computer science, MIS, or Engineering.
- Minimum 1-6 years of experience required in. .NET, C#, ASP.NET, JAVA Script & SQL Server.
- Should have experience in designing/developing large-scale or mission-critical applications, preferably in the field of Healthcare.
- Exposure to Mobile platforms (Android/iOS) is an added advantage.
- Passion for programming extends beyond working hours.
- Excellent written and verbal communication skills with the ability to influence both internally and externally.
empower healthcare payers, providers and members to quickly process medical data to
make informed decisions and reduce health care costs. You will be focusing on research,
development, strategy, operations, people management, and being a thought leader for
team members based out of India. You should have professional healthcare experience
using both structured and unstructured data to build applications. These applications
include but are not limited to machine learning, artificial intelligence, optical character
recognition, natural language processing, and integrating processes into the overall AI
pipeline to mine healthcare and medical information with high recall and other relevant
metrics. The results will be used dually for real-time operational processes with both
automated and human-based decision making as well as contribute to reducing
healthcare administrative costs. We work with all major cloud and big data vendors
offerings including (Azure, AWS, Google, IBM, etc.) to achieve our goals in healthcare and
support
The Director, Data Science will have the opportunity to build a team, shape team culture
and operating norms as a result of the fast-paced nature of a new, high-growth
organization.
• Strong communication and presentation skills to convey progress to a diverse group of stakeholders
• Strong expertise in data science, data engineering, software engineering, cloud vendors, big data technologies, real-time streaming applications, DevOps and product delivery
• Experience building stakeholder trust and confidence in deployed models especially via application of the algorithmic bias, interpretable machine learning,
data integrity, data quality, reproducible research and reliable engineering 24x7x365 product availability, scalability
• Expertise in healthcare privacy, federated learning, continuous integration and deployment, DevOps support
• Provide mentoring to data scientists and machine learning engineers as well as career development
• Meet project related team members for individual specific needs on a regular basis related to project/product deliverables
• Provide training and guidance for team members when required
• Provide performance feedback when required by leadership
The Experience You’ll Need (Required):
• MS/M.Tech degree or PhD in Computer Science, Mathematics, Physics or related STEM fields
• Significant healthcare data experience including but not limited to usage of claims data
• Delivered multiple data science and machine learning projects over 8+ years with values exceeding $10 Million or more and has worked on platform members exceeding 10 million lives
• 9+ years of industry experience in data science, machine learning, and artificial intelligence
• Strong expertise in data science, data engineering, software engineering, cloud vendors, big data technologies, real time streaming applications, DevOps, and product delivery
• Knows how to solve and launch real artificial intelligence and data science related problems and products along with managing and coordinating the
business process change, IT / cloud operations, meeting production level code standards
• Ownerships of key workflows part of data science life cycle like data acquisition, data quality, and results
• Experience building stakeholder trust and confidence in deployed models especially via application of algorithmic bias, interpretable machine learning,
data integrity, data quality, reproducible research, and reliable engineering 24x7x365 product availability, scalability
• Expertise in healthcare privacy, federated learning, continuous integration and deployment, DevOps support
• 3+ Years of experience managing directly five (5) or more senior level data scientists, machine learning engineers with advanced degrees and directly
made staff decisions
• Very strong understanding of mathematical concepts including but not limited to linear algebra, advanced calculus, partial differential equations, and
statistics including Bayesian approaches at master’s degree level and above
• 6+ years of programming experience in C++ or Java or Scala and data science programming languages like Python and R including strong understanding of
concepts like data structures, algorithms, compression techniques, high performance computing, distributed computing, and various computer architecture
• Very strong understanding and experience with traditional data science approaches like sampling techniques, feature engineering, classification, and
regressions, SVM, trees, model evaluations with several projects over 3+ years
• Very strong understanding and experience in Natural Language Processing,
reasoning, and understanding, information retrieval, text mining, search, with
3+ years of hands on experience
• Experience with developing and deploying several products in production with
experience in two or more of the following languages (Python, C++, Java, Scala)
• Strong Unix/Linux background and experience with at least one of the
following cloud vendors like AWS, Azure, and Google
• Three plus (3+) years hands on experience with MapR \ Cloudera \ Databricks
Big Data platform with Spark, Hive, Kafka etc.
• Three plus (3+) years of experience with high-performance computing like
Dask, CUDA distributed GPU, TPU etc.
• Presented at major conferences and/or published materials
Skills and Qualification:
- Experience in working MEAN stack / Full Stack platform
- Front-end developer with knowledge of coding into NODE/EXPRESS, JavaScript, Jquery & its plugins.
- js/Redux/React-native.
- Knowledge of different NPM packages (Session, Async etc.).
- Knowledge of Mongo dB/Mongoose/Nosql.
- Knowledge of Any one framework (Mean.io/Ionic/Meteor).
- Experience in Backbone.js or Angular.js is a must.
- Knowledge of responsive design creation.
CSS3 / HTML / HTML5.
Roles and responsibilities:
- Proficient in SQL, NoSQL, relational database design and methods for efficiently retrieving data
- Experience building complex and non-interactive systems batch, distributed, etc.
- Be responsible for the technical design and experience in guiding/mentoring others.
- Strong OOPS knowledge, including experience with design patterns
- Experience with relational databases like MySQL/Oracle
- Experience with enterprise application servers like Tomcat/Weblogic/Websphere.
- Exposure to Web Services SOAP and RESTFUL
- Exposure to Agile/Scrum, TDD, and Continuous Integration tools like Jenkins, Bamboo etc.
- Excellent analytical aptitude and problem solving skills.
- Excellent communication and customer interfacing skill