MLOPS - Senior Engineer
6 - 9 yrs
Best in industry
Bengaluru (Bangalore), Gurugram, Mumbai, Hyderabad, Pune, Noida, Coimbatore, Chennai
Skills
MLOps
MLFlow
kubeflow
Machine Learning (ML)
PythonMicrosoft Windows Azure
SQL
PySpark
JavaCI/CD
JenkinsBuilding the machine learning production System(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-ofthe-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 scalable ML pipelines
- Develop MLOps components in Machine learning development life cycle using Model Repository (either of): MLFlow, Kubeflow Model Registry
- 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
- 5.5-9 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 Datawarehouse projects across technologies used in the enterprise space
- Expertise in MLOps, machine learning and docker
- Object-oriented languages (e.g. Python, PySpark, Java, C#, C++)
- Experience developing CI/CD components for production ready ML pipeline.
- 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
- Team handling, problem solving, project management and communication skills & creative thinking
- Foundational Knowledge of Cloud Computing on Azure
- Hunger and passion for learning new skills
Read more
Users love Cutshort
Read about what our users have to say about finding their next opportunity on Cutshort.
Shubham Vishwakarma
Full Stack Developer - AverlonI had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
Companies hiring on Cutshort
About Fractal Analytics
Founded :
2000
Type :
Products & Services
Size :
100-1000
Stage :
Profitable
About
Fractal is one of the most prominent players in the Artificial Intelligence space.Fractal's mission is to power every human decision in the enterprise and brings Al, engineering, and design to help the world's most admire Fortune 500® companies.
Fractal's products include Qure.ai to assist radiologists in making better diagnostic decisions, Crux Intelligence to assist CEOs and senior executives make better tactical and strategic decisions, Theremin.ai to improve investment decisions, Eugenie.ai to find anomalies in high-velocity data, Samya.ai to drive next-generation Enterprise Revenue Growth Manage- ment, Senseforth.ai to automate customer interactions at scale to grow top-line and bottom-line and Analytics Vidhya is the largest Analytics and Data Science community offering industry-focused training programs.
Fractal has more than 3600 employees across 16 global locations, including the United States, UK, Ukraine, India, Singapore, and Australia. Fractal has consistently been rated as India's best companies to work for, by The Great Place to Work® Institute, featured as a leader in Customer Analytics Service Providers Wave™ 2021, Computer Vision Consultancies Wave™ 2020 & Specialized Insights Service Providers Wave™ 2020 by Forrester Research, a leader in Analytics & Al Services Specialists Peak Matrix 2021 by Everest Group and recognized as an "Honorable Vendor" in 2022 Magic Quadrant™™ for data & analytics by Gartner. For more information, visit fractal.ai
Read more
Company social profiles
Similar jobs
Jaipur
1 - 5 yrs
₹1L - ₹5L / yr
Business Analysis
Business Development
Telesales
Marketing
Presales
+1 more
- Develop a growth strategy focused both on financial gain and customer satisfaction
- Conduct research to identify new markets and customer needs
- Arrange business meetings with prospective clients
- Promote the company’s products/services addressing or predicting clients’ objectives
- Prepare https://resources.workable.com/contract-administrator-job-description">sales contracts ensuring adherence to law-established rules and guidelines
- Keep records of sales, revenue, invoices etc.
- Provide trustworthy feedback and after-sales support
- Build long-term relationships with new and existing customers
- Develop entry level staff into valuable salespeople
Read more
Surat
1 - 2 yrs
₹1L - ₹3L / yr
Business Development
New business development
Communication Skills
Problem solving
Interpersonal Skills
+5 more
Responsibilities:
- Contacting potential clients to establish rapport and arrange meetings.
- Planning and overseeing new marketing initiatives.
- Researching organizations and individuals to find new opportunities.
- Increasing the value of current customers while attracting new ones.
- Finding and developing new markets and improving sales.
- Attending conferences, meetings, and industry events.
- Developing quotes and proposals for clients.
- Developing goals for the development team and business growth and ensuring they are met.
- Training personnel and helping team members develop their skills.
Requirements:
- Bachelor’s degree in business, marketing, or related field.
- Experience in sales, marketing, or related field.
- Strong communication skills and IT fluency.
- Ability to manage complex projects and multi-task.
- Excellent organizational skills.
- Ability to flourish with minimal guidance, be proactive, and handle uncertainty.
- Proficient in Word, Excel, Outlook, and PowerPoint.
- Comfortable using a computer for various tasks.
Read more
Bengaluru (Bangalore), Chennai
12 - 15 yrs
₹50L - ₹60L / yr
Data ScienceMachine Learning (ML)ETL
Data Warehouse (DWH)
Amazon Web Services (AWS) +5 more
Job Title: Data Architect
Job Location: Chennai
Job Summary
The Engineering team is seeking a Data Architect. As a Data Architect, you will drive a
Data Architecture strategy across various Data Lake platforms. You will help develop
reference architecture and roadmaps to build highly available, scalable and distributed
data platforms using cloud based solutions to process high volume, high velocity and
wide variety of structured and unstructured data. This role is also responsible for driving
innovation, prototyping, and recommending solutions. Above all, you will influence how
users interact with Conde Nast’s industry-leading journalism.
Primary Responsibilities
Data Architect is responsible for
• Demonstrated technology and personal leadership experience in architecting,
designing, and building highly scalable solutions and products.
• Enterprise scale expertise in data management best practices such as data integration,
data security, data warehousing, metadata management and data quality.
• Extensive knowledge and experience in architecting modern data integration
frameworks, highly scalable distributed systems using open source and emerging data
architecture designs/patterns.
• Experience building external cloud (e.g. GCP, AWS) data applications and capabilities is
highly desirable.
• Expert ability to evaluate, prototype and recommend data solutions and vendor
technologies and platforms.
• Proven experience in relational, NoSQL, ELT/ETL technologies and in-memory
databases.
• Experience with DevOps, Continuous Integration and Continuous Delivery technologies
is desirable.
• This role requires 15+ years of data solution architecture, design and development
delivery experience.
• Solid experience in Agile methodologies (Kanban and SCRUM)
Required Skills
• Very Strong Experience in building Large Scale High Performance Data Platforms.
• Passionate about technology and delivering solutions for difficult and intricate
problems. Current on Relational Databases and No sql databases on cloud.
• Proven leadership skills, demonstrated ability to mentor, influence and partner with
cross teams to deliver scalable robust solutions..
• Mastery of relational database, NoSQL, ETL (such as Informatica, Datastage etc) /ELT
and data integration technologies.
• Experience in any one of Object Oriented Programming (Java, Scala, Python) and
Spark.
• Creative view of markets and technologies combined with a passion to create the
future.
• Knowledge on cloud based Distributed/Hybrid data-warehousing solutions and Data
Lake knowledge is mandate.
• Good understanding of emerging technologies and its applications.
• Understanding of code versioning tools such as GitHub, SVN, CVS etc.
• Understanding of Hadoop Architecture and Hive SQL
• Knowledge in any one of the workflow orchestration
• Understanding of Agile framework and delivery
•
Preferred Skills:
● Experience in AWS and EMR would be a plus
● Exposure in Workflow Orchestration like Airflow is a plus
● Exposure in any one of the NoSQL database would be a plus
● Experience in Databricks along with PySpark/Spark SQL would be a plus
● Experience with the Digital Media and Publishing domain would be a
plus
● Understanding of Digital web events, ad streams, context models
About Condé Nast
CONDÉ NAST INDIA (DATA)
Over the years, Condé Nast successfully expanded and diversified into digital, TV, and social
platforms - in other words, a staggering amount of user data. Condé Nast made the right
move to invest heavily in understanding this data and formed a whole new Data team
entirely dedicated to data processing, engineering, analytics, and visualization. This team
helps drive engagement, fuel process innovation, further content enrichment, and increase
market revenue. The Data team aimed to create a company culture where data was the
common language and facilitate an environment where insights shared in real-time could
improve performance.
The Global Data team operates out of Los Angeles, New York, Chennai, and London. The
team at Condé Nast Chennai works extensively with data to amplify its brands' digital
capabilities and boost online revenue. We are broadly divided into four groups, Data
Intelligence, Data Engineering, Data Science, and Operations (including Product and
Marketing Ops, Client Services) along with Data Strategy and monetization. The teams built
capabilities and products to create data-driven solutions for better audience engagement.
What we look forward to:
We want to welcome bright, new minds into our midst and work together to create diverse
forms of self-expression. At Condé Nast, we encourage the imaginative and celebrate the
extraordinary. We are a media company for the future, with a remarkable past. We are
Condé Nast, and It Starts Here.
Job Location: Chennai
Job Summary
The Engineering team is seeking a Data Architect. As a Data Architect, you will drive a
Data Architecture strategy across various Data Lake platforms. You will help develop
reference architecture and roadmaps to build highly available, scalable and distributed
data platforms using cloud based solutions to process high volume, high velocity and
wide variety of structured and unstructured data. This role is also responsible for driving
innovation, prototyping, and recommending solutions. Above all, you will influence how
users interact with Conde Nast’s industry-leading journalism.
Primary Responsibilities
Data Architect is responsible for
• Demonstrated technology and personal leadership experience in architecting,
designing, and building highly scalable solutions and products.
• Enterprise scale expertise in data management best practices such as data integration,
data security, data warehousing, metadata management and data quality.
• Extensive knowledge and experience in architecting modern data integration
frameworks, highly scalable distributed systems using open source and emerging data
architecture designs/patterns.
• Experience building external cloud (e.g. GCP, AWS) data applications and capabilities is
highly desirable.
• Expert ability to evaluate, prototype and recommend data solutions and vendor
technologies and platforms.
• Proven experience in relational, NoSQL, ELT/ETL technologies and in-memory
databases.
• Experience with DevOps, Continuous Integration and Continuous Delivery technologies
is desirable.
• This role requires 15+ years of data solution architecture, design and development
delivery experience.
• Solid experience in Agile methodologies (Kanban and SCRUM)
Required Skills
• Very Strong Experience in building Large Scale High Performance Data Platforms.
• Passionate about technology and delivering solutions for difficult and intricate
problems. Current on Relational Databases and No sql databases on cloud.
• Proven leadership skills, demonstrated ability to mentor, influence and partner with
cross teams to deliver scalable robust solutions..
• Mastery of relational database, NoSQL, ETL (such as Informatica, Datastage etc) /ELT
and data integration technologies.
• Experience in any one of Object Oriented Programming (Java, Scala, Python) and
Spark.
• Creative view of markets and technologies combined with a passion to create the
future.
• Knowledge on cloud based Distributed/Hybrid data-warehousing solutions and Data
Lake knowledge is mandate.
• Good understanding of emerging technologies and its applications.
• Understanding of code versioning tools such as GitHub, SVN, CVS etc.
• Understanding of Hadoop Architecture and Hive SQL
• Knowledge in any one of the workflow orchestration
• Understanding of Agile framework and delivery
•
Preferred Skills:
● Experience in AWS and EMR would be a plus
● Exposure in Workflow Orchestration like Airflow is a plus
● Exposure in any one of the NoSQL database would be a plus
● Experience in Databricks along with PySpark/Spark SQL would be a plus
● Experience with the Digital Media and Publishing domain would be a
plus
● Understanding of Digital web events, ad streams, context models
About Condé Nast
CONDÉ NAST INDIA (DATA)
Over the years, Condé Nast successfully expanded and diversified into digital, TV, and social
platforms - in other words, a staggering amount of user data. Condé Nast made the right
move to invest heavily in understanding this data and formed a whole new Data team
entirely dedicated to data processing, engineering, analytics, and visualization. This team
helps drive engagement, fuel process innovation, further content enrichment, and increase
market revenue. The Data team aimed to create a company culture where data was the
common language and facilitate an environment where insights shared in real-time could
improve performance.
The Global Data team operates out of Los Angeles, New York, Chennai, and London. The
team at Condé Nast Chennai works extensively with data to amplify its brands' digital
capabilities and boost online revenue. We are broadly divided into four groups, Data
Intelligence, Data Engineering, Data Science, and Operations (including Product and
Marketing Ops, Client Services) along with Data Strategy and monetization. The teams built
capabilities and products to create data-driven solutions for better audience engagement.
What we look forward to:
We want to welcome bright, new minds into our midst and work together to create diverse
forms of self-expression. At Condé Nast, we encourage the imaginative and celebrate the
extraordinary. We are a media company for the future, with a remarkable past. We are
Condé Nast, and It Starts Here.
Read more
Mumbai
3 - 4 yrs
₹8L - ₹12L / yr
Shopify
Ruby
Javascript
HTML/CSS
jQueryFoxtale is a D2C skincare brand funded by Matrix Venture Capitalists and Kae Capital. Our products are created with a deep understanding of Indian women, their skincare needs and products they wish existed.
Responsibilities
- Convert shared custom designs into Shopify websites
- Expert-level knowledge of Shopify Liquid templating language to edit the website
- Add new sections, filters, products, etc.
- Integrating third-party and platform-supported apps into the websites
- Analyze the requirements and provide solutions
- Work on issue debugging and troubleshooting
- Use Shopify liquid, jQuery, CSS, and HTML to deliver interfaces as required
- Use Shopify JS APIs (storefront, AJAX Cart, Sections, etc.) to deliver the required functionality
Additional: Candidates with knowledge of SEO will be preferred.
Education and Experience:-
- A Bachelor's degree in Computer Science or equivalent.
- Strong knowledge of the Shopify platform
- Knowledge of SEO optimization
- 2+ years of development experience
Read more
Gurugram
2 - 6 yrs
₹5L - ₹15L / yr
Gaming
Game Design
Game development
Unity 3D
- 2D card games like rummy, poker, teen-patti, call break and other Casino games ;
- Board games like sudoku, chess, snake and ladder, ludo, bingo, tambola.
- 3D games like 8 ball ,9 ball pool etc.
- Multiplayer with photon, socket IO, smartfox server.
- Manages both game play( frontend) and (backend)photon/smart fox server setup and deployment.
Read more
Bengaluru (Bangalore)
5 - 16 yrs
₹20L - ₹35L / yr
React.js- Hands-on design and coding are mandatory.
- Design and develop new features and functionality for a consumer e-commerce product with rich UI content.
- 5+ years of experience in building single-page applications using modern JS frameworks.
- Expertise in React JS, ES6, HTML5, SCSS, and related technologies.
- Experience building front-end for products from scratch.
- Experience in building REST API, preferably using .Net Web API.
- Should have good experience with application design, implementation, maintenance, diagnosing/correcting issues, and maintaining compliance with industry security standards under minimal direction.
- Research and evaluate new software, frameworks, and techniques to provide recommendations to the division.
- Implement defect free quality code by writing appropriate unit-tests and regression tests.
- Should possess excellent Interpersonal and communication skills.
- Bachelor's degree in Computer Science or a technical field.
Read more
Bengaluru (Bangalore)
8 - 14 yrs
₹40L - ₹60L / yr
Product Management
Platform as a Service (PaaS)
Product launch
Looking for a Head of Products with PaaS background, for one of the leading EdTech company in India. It's well funded and is in growth stage. They have the office in Bangalore
Read more
Kochi (Cochin)
1 - 2 yrs
₹1.2L - ₹1.8L / yr
JavascriptHTML/CSSAngular
User Experience (UX) Design
Bootstrap +4 more
We are seeking Junior UI/UX Developers to join delivery team at Kochi. In this role, you will be responsible to translate UI / UX design wireframes to actual code that will produce visual elements of the application. Your job is to bridge the gap between graphical design and technical implementation, taking an active role on both sides and defining how the application looks as well as how it works. If you are a technology expert, with a desire to provide potential customers with the best customer experience, this is the right challenge for you.
Responsibilities and Duties
- Develop new user-facing features.
- Optimize applications for maximum speed and scalability.
- Collaborate with back-end developers and web designers to improve usability.
- Continually evaluate emerging frameworks and technologies to identify opportunities, trends and best practices that strengthen the development team.
Qualifications and Skills
Following are the attributes we are looking in the candidate:
- Responsive design development using HTML, CSS and Bootstrap.
- Basic Ajax knowledge.
- Basic to intermediate JavaScript knowledge.
- AngularJs or (2+) is an added advantage.
- Good analytical, problem solving and debugging skills.
- Responsive design.
- Proper understanding of Web service.
Read more
Bengaluru (Bangalore), Chennai, Pune, Mumbai
7 - 13 yrs
₹14L - ₹20L / yr
R ProgrammingPythonData ScienceSQL server
Business Analysis
+3 more
Requirement Specifications:
Job Title:: Data Scientist
Experience:: 7 to 10 Years
Work Location:: Mumbai, Bengaluru, Chennai
Job Role:: Permanent
Notice Period :: Immediate to 60 days
Job description:
• Support delivery of one or more data science use cases, leading on data discovery and model building activities
Conceptualize and quickly build POC on new product ideas - should be willing to work as an individual
contributor
• Open to learn, implement newer tools\products
• Experiment & identify best methods\techniques, algorithms for analytical problems
• Operationalize – Work closely with the engineering, infrastructure, service management and business
teams to operationalize use cases
Essential Skills
• Minimum 2-7 years of hands-on experience with statistical software tools: SQL, R, Python
• 3+ years’ experience in business analytics, forecasting or business planning with emphasis on analytical
modeling, quantitative reasoning and metrics reporting
• Experience working with large data sets in order to extract business insights or build predictive models
• Proficiency in one or more statistical tools/languages – Python, Scala, R, SPSS or SAS and related packages
like Pandas, SciPy/Scikit-learn, NumPy etc.
• Good data intuition / analysis skills; sql, plsql knowledge must
• Manage and transform variety of datasets to cleanse, join, aggregate the datasets
• Hands-on experience running in running various methods like Regression, Random forest, k-NN, k-Means,
boosted trees, SVM, Neural Network, text mining, NLP, statistical modelling, data mining, exploratory
data analysis, statistics (hypothesis testing, descriptive statistics)
• Deep domain (BFSI, Manufacturing, Auto, Airlines, Supply Chain, Retail & CPG) knowledge
• Demonstrated ability to work under time constraints while delivering incremental value.
• Education Minimum a Masters in Statistics, or PhD in domains linked to applied statistics, applied physics,
Artificial Intelligence, Computer Vision etc. BE/BTECH/BSC Statistics/BSC Maths
Read more
Ahmedabad, London
2 - 5 yrs
₹5L - ₹10L / yr
Versatility
Learning Agility
Computer Science Fundamentals
Initiative
Concurrency
+3 more
We're building cutting edge #iot #platforms and #products in the retail space.
You wont have much experience with half the technologies you will have to use, and yet you will have to hit the ground running.
Don't send us your carefully crafted resumes. Show us what you have done.
Read more
Why apply to jobs via Cutshort
Personalized job matches
Stop wasting time. Get matched with jobs that meet your skills, aspirations and preferences.
Verified hiring teams
See actual hiring teams, find common social connections or connect with them directly. No 3rd party agencies here.
Move faster with AI
We use AI to get you faster responses, recommendations and unmatched user experience.
21,01,133
Matches delivered
37,12,187
Network size
15,000
Companies hiring
Did not find a job you were looking for?
Search for relevant jobs from 10000+ companies such as Google, Amazon & Uber actively hiring on Cutshort.
Follow CutshortUsers love Cutshort
Read about what our users have to say about finding their next opportunity on Cutshort.
Shubham Vishwakarma
Full Stack Developer - AverlonI had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
Companies hiring on Cutshort