AI/ML Engineer

Review Criteria:

• Strong MLOps profile
• 8+ years of DevOps experience and 4+ years in MLOps / ML pipeline automation and production deployments
• 4+ years hands-on experience in Apache Airflow / MWAA managing workflow orchestration in production
• 4+ years hands-on experience in Apache Spark (EMR / Glue / managed or self-hosted) for distributed computation
• Must have strong hands-on experience across key AWS services including EKS/ECS/Fargate, Lambda, Kinesis, Athena/Redshift, S3, and CloudWatch
• Must have hands-on Python for pipeline & automation development
• 4+ years of experience in AWS cloud, with recent companies
• (Company) - Product companies preferred; Exception for service company candidates with strong MLOps + AWS depth

Preferred:

• Hands-on in Docker deployments for ML workflows on EKS / ECS
• Experience with ML observability (data drift / model drift / performance monitoring / alerting) using CloudWatch / Grafana / Prometheus / OpenSearch.
• Experience with CI / CD / CT using GitHub Actions / Jenkins.
• Experience with JupyterHub/Notebooks, Linux, scripting, and metadata tracking for ML lifecycle.
• Understanding of ML frameworks (TensorFlow / PyTorch) for deployment scenarios.

Job Specific Criteria:

• CV Attachment is mandatory
• Please provide CTC Breakup (Fixed + Variable)?
• Are you okay for F2F round?
• Have candidate filled the google form?

Role & Responsibilities:

We are looking for a Senior MLOps Engineer with 8+ years of experience building and managing production-grade ML platforms and pipelines. The ideal candidate will have strong expertise across AWS, Airflow/MWAA, Apache Spark, Kubernetes (EKS), and automation of ML lifecycle workflows. You will work closely with data science, data engineering, and platform teams to operationalize and scale ML models in production.

Key Responsibilities:

• Design and manage cloud-native ML platforms supporting training, inference, and model lifecycle automation.
• Build ML/ETL pipelines using Apache Airflow / AWS MWAA and distributed data workflows using Apache Spark (EMR/Glue).
• Containerize and deploy ML workloads using Docker, EKS, ECS/Fargate, and Lambda.
• Develop CI/CT/CD pipelines integrating model validation, automated training, testing, and deployment.
• Implement ML observability: model drift, data drift, performance monitoring, and alerting using CloudWatch, Grafana, Prometheus.
• Ensure data governance, versioning, metadata tracking, reproducibility, and secure data pipelines.
• Collaborate with data scientists to productionize notebooks, experiments, and model deployments.

Ideal Candidate:

• 8+ years in MLOps/DevOps with strong ML pipeline experience.
• Strong hands-on experience with AWS:
• Compute/Orchestration: EKS, ECS, EC2, Lambda
• Data: EMR, Glue, S3, Redshift, RDS, Athena, Kinesis
• Workflow: MWAA/Airflow, Step Functions
• Monitoring: CloudWatch, OpenSearch, Grafana
• Strong Python skills and familiarity with ML frameworks (TensorFlow/PyTorch/Scikit-learn).
• Expertise with Docker, Kubernetes, Git, CI/CD tools (GitHub Actions/Jenkins).
• Strong Linux, scripting, and troubleshooting skills.
• Experience enabling reproducible ML environments using Jupyter Hub and containerized development workflows.

Education:

• Master’s degree in computer science, Machine Learning, Data Engineering, or related field. 

About Us :
Merito is a curated talent platform that helps growth companies to identify and hire quality talent faster. Setup by team of IIM Ahmedabad and HEC Paris alumni Merito with its unique approaches changing the way hiring is done.

What are looking for?
- You are keen on understanding customer's hiring trends and companies current hiring
- You're excited about identifying and reaching our to the prospects
- You're proficient in Microsoft Office applications and tool like CRM, Hubspot to curate the prospect data and be on the top of it
- You're good at communicating with prospective clients on email and phone to maintain a healthy relationship
- You should always be in hunting mode and leveraging different data sources to identify prospects
- Your interpersonal skills and knowledge in Customer Relationship Management (CRM) Software, get us to the top
- You're always ready for the future and always focuses on trying new approaches

Requirements :
- To create new client opportunities, its in your hands to research, identify and reach out to prospects
- You would be dealing with potential clients directly at all times to understand and managing their expectations
- You'd would understand client needs and suggest appropriate services to them
- The power lies within you to develop new relationships with potential clients, while maintaining existing client relationships
- You would be developing proposals for projects and also work on sales pitches and close deals with potential clients
- You're the key person who keeps a close look on the market and has an excellent understanding of the emerging market challenges.

Benefits :
- Fixed + variable pay
- Flexi work hours

Desired Skills & Mindset:

We are looking for candidates who have demonstrated both a strong business sense and deep understanding of the quantitative foundations of modelling.

• Excellent analytical and problem-solving skills, including the ability to disaggregate issues, identify root causes and recommend solutions

• Statistical programming software experience in SPSS and comfortable working with large data sets.

• R, Python, SAS & SQL are preferred but not a mandate

• Excellent time management skills

• Good written and verbal communication skills; understanding of both written and spoken English

• Strong interpersonal skills

• Ability to act autonomously, bringing structure and organization to work

• Creative and action-oriented mindset

• Ability to interact in a fluid, demanding and unstructured environment where priorities evolve constantly, and methodologies are regularly challenged

• Ability to work under pressure and deliver on tight deadlines

Qualifications and Experience:

• Graduate degree in: Statistics/Economics/Econometrics/Computer

Science/Engineering/Mathematics/MBA (with a strong quantitative background) or

equivalent

• Strong track record work experience in the field of business intelligence, market

research, and/or Advanced Analytics

• Knowledge of data collection methods (focus groups, surveys, etc.)

• Knowledge of statistical packages (SPSS, SAS, R, Python, or similar), databases,

and MS Office (Excel, PowerPoint, Word)

• Strong analytical and critical thinking skills

• Industry experience in Consumer Experience/Healthcare a plus

Responsibilities:

• Writing reusable, testable, and efficient code in Python.
• Designing and implementing software features and capabilities.
• Identifying and addressing performance bottlenecks and bugs in existing code.
• Collaborating with other developers, stakeholders, and users to define, design, and ship new features.
• Building and maintaining software documentation.
• Ensuring code is maintainable and maintain appropriate versioning practices.
• Continuously discovering, evaluating, and implementing new technologies to maximize development efficiency.

Requirements:

• 
  
• Bachelor's degree in Computer Science or related field.
• Minimum of 3 years of experience in Python development.
• Strong knowledge of Python programming language and related frameworks (such as Django, Flask etc.)
• libraries is important.
• Knowledge of software development methodologies, version control systems and experience with system administration.
• Database management and good understanding of software design principles is desired.
• Excellent problem-solving and analytical skills.
• Strong communication and teamwork skills.

We are looking for a talented unity developer to join our design team. As a unity developer, you will be responsible for planning and implementing game functionality, building the game code, identifying bottlenecks, and ensuring the quality of the finished product. You may also be required to build patches and install game updates.

To ensure success as a unity developer, you should have extensive experience working with Unity and Unity3D software, excellent coding skills, and a good eye for detail. A top-class Unity developer can visualize, design, and code games that speak directly to the target market.

Flux Auto builds autonomous vehicle technology for commercial and industrial applications.

•  3+ years of experience in Machine Learning
• Bachelors/Masters in Computer Engineering/Science.
• Bachelors/Masters in Engineering/Mathematics/Statistics with sound knowledge of programming and computer concepts.
• 10 and 12th acedemics 70 % & above.

Skills :
 - Strong Python/ programming skills
 - Good conceptual understanding of Machine Learning/Deep Learning/Natural Language            Processing
 - Strong verbal and written communication skills.
 - Should be able to manage team, meet project deadlines and interface with clients.
 - Should be able to work across different domains and quickly ramp up the business                   processes & flows & translate business problems into the data solutions

Senior IOS Developer: Vacancy – 1 Position Requirement – Immediate Joiner Position Summary - 3+ year of experience (C#, swift technologies) 

Job Description 

We are looking for a Swift developer responsible for the development and maintenance of applications aimed towards iOS and OS X, including mobile phones, tablets, and full-fledged computers. Primary focus will be the development of such applications and their integration with back-end services. Candidate will be working alongside with other engineers and developers working on different layers of the infrastructure. Therefore, a commitment to collaborative problem solving, sophisticated design, and creating quality products is essential. 

Responsibilities 

Design and build applications for iOS and OS X Ensure the performance, quality, and responsiveness of applications Collaborate with a team to define, design, and ship new features Identify and correct bottlenecks and fix bugs Help maintain code quality, organization and automatization 

Skills Proficient in Objective C , Swift and IOS SDK, with a good knowledge of its ecosystems Solid understanding of object-oriented programming Experience with Cocoa APIs on OS X Good knowledge of performance limits and characteristics Knowledge of memory management and multi-threading Experience with embedded databases and other system data stores Familiarity with Restful APIs to connect to back-end services Good sense of UI design and a user-oriented focus Implementation of automated testing platforms and unit tests Knack for benchmarking and optimization Understanding of Apple’s design principles and interface guidelines Proficient understanding of code versioning tools (e.g. Git, Mercurial or SVN) Familiarity with continuous integration Education: Graduate Or Above 

Experience: 3-5 years of relevant experience 

Location: Mumbai Central 

Shift Timings - Day Shift of 09:30am to 06:30pm