Control Team Executive

Review Criteria

• Strong Data Scientist/Machine Learnings/ AI Engineer Profile
• 2+ years of hands-on experience as a Data Scientist or Machine Learning Engineer building ML models
• Strong expertise in Python with the ability to implement classical ML algorithms including linear regression, logistic regression, decision trees, gradient boosting, etc.
• Hands-on experience in minimum 2+ usecaseds out of recommendation systems, image data, fraud/risk detection, price modelling, propensity models
• Strong exposure to NLP, including text generation or text classification (Text G), embeddings, similarity models, user profiling, and feature extraction from unstructured text
• Experience productionizing ML models through APIs/CI/CD/Docker and working on AWS or GCP environments
• Preferred (Company) – Must be from product companies

Job Specific Criteria

• CV Attachment is mandatory
• What's your current company?
• Which use cases you have hands on experience?
• Are you ok for Mumbai location (if candidate is from outside Mumbai)?
• Reason for change (if candidate has been in current company for less than 1 year)?
• Reason for hike (if greater than 25%)?

Role & Responsibilities

• Partner with Product to spot high-leverage ML opportunities tied to business metrics.
• Wrangle large structured and unstructured datasets; build reliable features and data contracts.
• Build and ship models to:
• Enhance customer experiences and personalization
• Boost revenue via pricing/discount optimization
• Power user-to-user discovery and ranking (matchmaking at scale)
• Detect and block fraud/risk in real time
• Score conversion/churn/acceptance propensity for targeted actions
• Collaborate with Engineering to productionize via APIs/CI/CD/Docker on AWS.
• Design and run A/B tests with guardrails.
• Build monitoring for model/data drift and business KPIs

Ideal Candidate

• 2–5 years of DS/ML experience in consumer internet / B2C products, with 7–8 models shipped to production end-to-end.
• Proven, hands-on success in at least two (preferably 3–4) of the following:
• Recommender systems (retrieval + ranking, NDCG/Recall, online lift; bandits a plus)
• Fraud/risk detection (severe class imbalance, PR-AUC)
• Pricing models (elasticity, demand curves, margin vs. win-rate trade-offs, guardrails/simulation)
• Propensity models (payment/churn)
• Programming: strong Python and SQL; solid git, Docker, CI/CD.
• Cloud and data: experience with AWS or GCP; familiarity with warehouses/dashboards (Redshift/BigQuery, Looker/Tableau).
• ML breadth: recommender systems, NLP or user profiling, anomaly detection.
• Communication: clear storytelling with data; can align stakeholders and drive decisions.

Key Responsibilities:

●    Software Development: Iteratively and incrementally design, develop, test and maintain applications and services using C# and .NET.

●    CI/CD Pipelines: Develop, maintain, and optimize continuous integration and continuous delivery pipelines using GitLab, Devtron and Kubernetes.

●    Teamwork and Pair/Mob Programming: Engage with developers, operations, and team members via pair or mob programming sessions to ensure the highest quality product delivery.

●    Containerization: Contribute to the push toward full containerization and zero-downtime deployment goals

●    DevOps Practices: Implement and maintain infrastructure as code (IaC) using tools such as bicep and Terraform.

●    Monitoring and Logging: Implement and manage monitoring, logging, and alerting solutions using tools like OpenTelemetry, Prometheus, Grafana to make our products more supportable.

●    Design and Architecture: Contribute to on-going discussion of our evolving software design and architecture.

●    Cloud Management: Assist in managing and optimizing our private cloud infrastructure (VMWare Tanzu) to ensure high availability, scalability, and efficient resource usage.

●    Security: Implement security best practices and ensure compliance with relevant regulations and standards.

●    Automation: Identify opportunities for automation to improve efficiency, reduce manual efforts and deskilling in deployment, testing and maintenance tasks.

●    Troubleshooting: Diagnose and resolve infrastructure and application issues promptly and effectively.

●    Documentation: Create and maintain comprehensive documentation for applications, infrastructure, processes, and procedures.

●    Continuous Improvement: Advocate for and implement best practices promoting a culture of continuous improvement.

Qualifications:

Minimum of 5 years of experience in software development, particularly with C# and .NET.

Must have skills:

●    Strong knowledge of C# programming language and .NET stack

●    Familiarity with CI/CD tools and practices, including TDD.

●    Understanding of DevOps principles

●    Strong collaboration and communication skills.

Nice to have skills

●    Familiarity with containerization and orchestration tools like Docker and Kubernetes is a plus.

●    Knowledge of infrastructure as code (IaC).

●    Experience in scripting languages such as Python, Bash, or PowerShell is a bonus.

●    Excellent problem-solving skills and attention to detail.

●    Experience with pair/mob programming.

●    Understanding of networking concepts and security best practices.

Job description

Role: Business Analyst

Experience Level: 3+years

We are looking for a N2 Japanese Business Analyst bridges our Japanese clients and internal teams. Responsibilities include client needs, conducting business analyses and ensuring successful project delivery. The ideal candidate possesses N2-level Japanese, fluent English, background in business analysis, and 3+ years of relevant experience. This role offers opportunities to work with prestigious automotive brand and cutting-edge digital technologies.

ROLES AND RESPONSIBILITIES

• Client Communication: Act as the primary liaison between Japanese clients and internal

teams. Communicate effectively in Japanese (N2 level) and English to understand and translate

client requirements.

• Project Management: Collaborate with project managers, developers, and QA teams to ensure timely and successful delivery of projects. Monitor project progress and resolve any issues that arise.
• Requirement Gathering: Gather and document business and technical requirements from

stakeholders. Ensure all requirements are clearly understood and communicated to the

development team.

• Business Analysis: Conduct detailed business analysis to understand client needs, identify

gaps, and propose effective solutions.

DESIRED EXPERTISE/TECHNICAL EXPERTISE:

• JLPT N2 or higher certification is mandatory
• Fluent English (both written and oral) communication
• Bachelors degree in business administration, Information Technology, or a related field.
• Minimum 3-4 years of experience in business analysis (domain knowledge of Automotive will

be an added advantage)

• 3+ years of experience in business analysis, preferably in the automotive or digital solutions

industry

• Analytical Skills: Strong analytical and problem-solving skills. Ability to analyze complex

business processes and propose effective solutions.

• Communication Skills: Excellent written and verbal communication skills in both Japanese and

English. Ability to convey technical concepts to non-technical stakeholders.

• Technical Skills: Familiarity with digital technologies and automotive industry trends is a plus.

Proficiency in Microsoft Office Suite and Tools like Draw.IO, Confluence.

1. Collaborate with product management and development teams to define and implement innovative solutions for the product direction, visuals, and user experience.
2. Execute all visual design stages from concept to final hand-off to development.
3. Conceptualize original ideas that bring simplicity and user-friendliness to complex design roadblocks.
4. Create wireframes, user flows, and prototypes to effectively communicate interaction and design ideas.
5. Conduct user research and evaluate user feedback to enhance user experience.
6. Establish and promote design guidelines, best practices, and standards.
7. Present and defend designs and key milestone deliverables to peers and executive level stakeholders.
8. Stay updated on industry trends, design tools, and emerging technologies.

Requirements:

1. Proven experience as a UI/UX Designer or similar role.
2. Strong portfolio showcasing a variety of design projects.
3. Proficiency in design tools such as Adobe Creative Suite, Sketch, Figma, or similar.
4. Experience with user research and usability testing.
5. Understanding of interaction design principles and best practices.
6. Excellent visual design skills with sensitivity to user-system interaction.
7. Up-to-date with the latest UI trends, techniques, and technologies.
8. Ability to work collaboratively in a fast-paced, cross-functional team environment.
9. Strong communication skills to articulate design decisions and thought process.

Nice to Have:

1. Experience in designing for mobile applications and responsive web design.
2. Knowledge of HTML, CSS, and basic front-end development principles.
3. Experience with motion graphics and prototyping tools.
4. Bachelor's degree in Design, Human-Computer Interaction, or a related field.

• Read and understand the scope of work, and deliverables for the assigned project.
• Get confirmation on the same from TL/Manager.
• Ensure completeness/adequacy of data for a specified project. Coordinate with the site team.
• Have a good understanding of the relevant standards, and testing procedures.
• Prepare the reports as per the standard formats. Ensure customization is done if required from the client end.
• Keep track of completed, ongoing and upcoming jobs.
• Participate in the report discussions.
• Actively involve in training

Major Responsibility/ Job Responsibility:    

Strong knowledge with Java frameworks (Spring, Hibernate, Mybatis)

Strong core Java 7 or Java 8 skills (with good understanding of multithreading and performance tuning)

Strong understanding of object-oriented design patterns.

Strong experience in Architecture & Designing, Web services (Rest or SOAP)

Good knowledge on Jasper Reports, iReports & XML

Strong understanding and experience on JavaScript (object oriented), AJAX, JQuery, Anuglar 2 or 4, Primefaces

Good knowledge on SQL and PL/SQL for Postgres, Oracle database

Good understanding of application and web servers – JBOSS, TOMCAT, JETTY

Hands- on experience for Eclipse IDE

Self-learner willing to experiment with latest features

Team player, willing to take responsibility and contribute

Experience in Waterfall/Agile development

Good communication skills both written and oral.

Hands on Experience with Unit Testing of Application using Junit Framework.

Key Result Areas:

Requirement analysis, design, Coding & unit testing

Technical documentation

Timely delivery of module with good quality

Sound knowledge on OOAD

Sound knowledge on n-tier, MVC architecture

Necessary Qualification/ Technical Skills:

2-5 years of total IT experience

Strong knowledge with Java frameworks (Spring, Hibernate, mybatis,)

Strong core Java 7 or Java 8 skills (with good understanding of multithreading and performance tuning)

Strong understanding and experience on JavaScript (object oriented), AJAX, JQuery, Anuglar 2 or 4,Primefaces

Good knowledge on Jasper Reports, iReports & XML

Good knowledge on SQL or PL/SQL for Postgres, MySQL, Oracle database.

Good understanding of application and web servers – JBOSS,TOMCAT,JETTY

Desirable:

Experience in short release cycles & full software life cycle.

Entire SDLC knowledge

Demonstrated problem solving, analytic and troubleshooting skills.

Basic/Advanced Java Certification

Special Skills (If Any):

Experience in Performance Tuning and creation of secured applications

Experience with high volume and highly scalable application is a plus.

Experience in Transport, Logistics & Finance domain