11+ Decision trees Jobs in Mumbai | Decision trees Job openings in Mumbai

Job Description

We are looking for an experienced engineer to join our data science team, who will help us design, develop, and deploy machine learning models in production. You will develop robust models, prepare their deployment into production in a controlled manner, while providing appropriate means to monitor their performance and stability after deployment.

What You’ll Do will include (But not limited to):

• Preparing datasets needed to train and validate our machine learning models
• Anticipate and build solutions for problems that interrupt availability, performance, and stability in our systems, services, and products at scale.
• Defining and implementing metrics to evaluate the performance of the models, both for computing performance (such as CPU & memory usage) and for ML performance (such as precision, recall, and F1)
• Supporting the deployment of machine learning models on our infrastructure, including containerization, instrumentation, and versioning
• Supporting the whole lifecycle of our machine learning models, including gathering data for retraining, A/B testing, and redeployments
• Developing, testing, and evaluating tools for machine learning models deployment, monitoring, retraining.
• Working closely within a distributed team to analyze and apply innovative solutions over billions of documents
• Supporting solutions ranging from rule-bases, classical ML techniques  to the latest deep learning systems.
• Partnering with cross-functional team members to bring large scale data engineering solutions to production
• Communicating your approach and results to a wider audience through presentations

Your Qualifications:

• Demonstrated success with machine learning in a SaaS or Cloud environment, with hands–on knowledge of model creation and deployments in production at scale
• Good knowledge of traditional machine learning methods and neural networks
• Experience with practical machine learning modeling, especially on time-series forecasting, analysis, and causal inference.
• Experience with data mining algorithms and statistical modeling techniques for anomaly detection in time series such as clustering, classification, ARIMA, and decision trees is preferred.
• Ability to implement data import, cleansing and transformation functions at scale
• Fluency in Docker, Kubernetes
• Working knowledge of relational and dimensional data models with appropriate visualization techniques such as PCA.
• Solid English skills to effectively communicate with other team members

Due to the nature of the role, it would be nice if you have also:

• Experience with large datasets and distributed computing, especially with the Google Cloud Platform
• Fluency in at least one deep learning framework: PyTorch, TensorFlow / Keras
• Experience with No–SQL and Graph databases
• Experience working in a Colab, Jupyter, or Python notebook environment
• Some experience with monitoring, analysis, and alerting tools like New Relic, Prometheus, and the ELK stack
• Knowledge of Java, Scala or Go-Lang programming languages
• Familiarity with KubeFlow
• Experience with transformers, for example the Hugging Face libraries
• Experience with OpenCV

About Egnyte

In a content critical age, Egnyte fuels business growth by enabling content-rich business processes, while also providing organizations with visibility and control over their content assets. Egnyte’s cloud-native content services platform leverages the industry’s leading content intelligence engine to deliver a simple, secure, and vendor-neutral foundation for managing enterprise content across business applications and storage repositories. More than 16,000 customers trust Egnyte to enhance employee productivity, automate data management, and reduce file-sharing cost and complexity. Investors include Google Ventures, Kleiner Perkins, Caufield & Byers, and Goldman Sachs. For more information, visit www.egnyte.com

#LI-Remote

Job Title: Customer Support Executive

Location: On-site – Lower Parel, Mumbai

Company: Torero Softwares Ltd

Timings: Monday to Saturday, 10:00 AM – 7:00 PM

About the Role

We are looking for Customer Support Executives to assist clients who are already using our software. You will receive calls from customers and help them with questions about using the software, billing, accounting, and GST. This role is perfect for someone who enjoys solving problems, guiding clients, and providing friendly support over calls.

What You’ll Do

• Answer client calls and solve software-related queries.
• Guide clients on billing, accounting, and GST features.
• Provide online support and training when needed.
• Keep clients happy with clear and friendly communication.

Who We’re Looking For

• Commerce Graduate (Freshers with accounting knowledge are welcome), or
• 12th Pass (Commerce) with 6+ months customer support experience.
• Basic knowledge of accounting and GST.
• Good communication and problem-solving skills.
• Comfortable handling client systems online.

Why Work With Us

• Join a growing healthcare software company.
• Learn software support and client management hands-on.
• Friendly team with opportunities for career growth.

Apply Now

Looking an experienced and organized Project Manager to oversee end-to-end project execution, ensure timely delivery, and coordinate between teams, clients, and stakeholders. The role requires strong leadership, planning, and communication skills to successfully manage projects and achieve business objectives.

Key Responsibilities:

• Plan, execute, and deliver projects within scope, budget, and timelines.
• Define project objectives, deliverables, and resource requirements.
• Coordinate with cross-functional teams (sales, operations, documentation, counseling, etc.).
• Track project progress, prepare reports, and communicate updates to management and stakeholders.
• Identify project risks, issues, and bottlenecks; implement corrective actions.
• Ensure client requirements are clearly understood and met with quality standards.
• Manage project documentation, compliance, and reporting.
• Lead, mentor, and motivate team members to achieve performance goals.
• Optimize workflows and improve efficiency in project execution.

Requirements:

• Proven work experience as a Project Manager.
• Strong knowledge of project management tools, methodologies, and reporting.
• Excellent leadership, problem-solving, and organizational skills.
• Strong communication and stakeholder management abilities.
• Ability to handle multiple projects simultaneously and meet deadlines.
• Proficiency in MS Office, project management tools (e.g., Trello, Asana, MS Project, Jira).

Job Title: IT Head – Fintech Industry

Department: Information Technology

Location: Andheri East

Reports to: COO

Job Type: Full-Time

Job Overview:

The IT Head in a fintech company is responsible for overseeing the entire information technology infrastructure, including the development, implementation, and maintenance of IT systems, networks, and software solutions. The role involves leading the IT team, managing technology projects, ensuring data security, and ensuring the smooth functioning of all technology operations. As the company scales, the IT Head will play a key role in enabling digital innovation, optimizing IT processes, and ensuring compliance with relevant regulations in the fintech sector.

Key Responsibilities:

1. IT Strategy and Leadership

• Develop and execute the company’s IT strategy to align with the organization’s overall business goals and objectives, ensuring the integration of new technologies and systems.
• Lead, mentor, and manage a team of IT professionals, setting clear goals, priorities, and performance expectations.
• Stay up-to-date with industry trends and emerging technologies, providing guidance and recommending innovations to improve efficiency and security.
• Oversee the design, implementation, and maintenance of IT systems that support fintech products, customer experience, and business operations.

2. IT Infrastructure Management

• Oversee the management and optimization of the company’s IT infrastructure, including servers, networks, databases, and cloud services.
• Ensure the scalability and reliability of IT systems to support the company’s growth and increasing demand for digital services.
• Manage system updates, hardware procurement, and vendor relationships to ensure that infrastructure is cost-effective, secure, and high-performing.

3. Cybersecurity and Data Protection

• Lead efforts to ensure the company’s IT infrastructure is secure, implementing robust cybersecurity measures to protect sensitive customer data, financial transactions, and intellectual property.
• Develop and enforce data protection policies and procedures to ensure compliance with data privacy regulations (e.g., GDPR, CCPA, RBI, etc.).
• Conduct regular security audits and vulnerability assessments, working with the security team to address potential risks proactively.

4. Software Development and Integration

• Oversee the development and deployment of software applications and tools that support fintech operations, including payment gateways, loan management systems, and customer engagement platforms.
• Collaborate with product teams to identify technological needs, integrate new features, and optimize existing products for improved performance and user experience.
• Ensure the seamless integration of third-party platforms, APIs, and fintech partners into the company’s core systems.

5. IT Operations and Support

• Ensure the efficient day-to-day operation of IT services, including helpdesk support, system maintenance, and troubleshooting.
• Establish service level agreements (SLAs) for IT services, ensuring that internal teams and customers receive timely support and issue resolution.
• Manage incident response, ensuring quick resolution of system failures, security breaches, or service interruptions.

6. Budgeting and Cost Control

• Manage the IT department’s budget, ensuring cost-effective spending on technology, software, hardware, and IT services.
• Analyze and recommend investments in new technologies and infrastructure that can improve business performance while optimizing costs.
• Ensure the efficient use of IT resources and the appropriate allocation of budget to support business priorities.

7. Compliance and Regulatory Requirements

• Ensure IT practices comply with relevant industry regulations and standards, such as financial services regulations, data privacy laws, and cybersecurity guidelines.
• Work with legal and compliance teams to ensure that all systems and data handling procedures meet industry-specific regulatory requirements (e.g., PCI DSS, ISO 27001).
• Provide input and guidance on IT-related regulatory audits and assessments, ensuring the organization is always in compliance.

8. Innovation and Digital Transformation

• Drive innovation by identifying opportunities for digital transformation within the organization, using technology to streamline operations and enhance the customer experience.
• Collaborate with other departments (marketing, customer service, product development) to introduce new fintech products and services powered by cutting-edge technology.
• Oversee the implementation of AI, machine learning, and other advanced technologies to enhance business performance, operational efficiency, and customer satisfaction.

9. Vendor and Stakeholder Management

• Manage relationships with external technology vendors, service providers, and consultants to ensure the company gets the best value for its investments.
• Negotiate contracts, terms of service, and service level agreements (SLAs) with vendors and technology partners.
• Ensure strong communication with business stakeholders, understanding their IT needs and delivering technology solutions that align with company objectives.

Qualifications and Skills:

Education:

• Bachelor’s degree in Computer Science, Information Technology, Engineering, or a related field (Master’s degree or relevant certifications like ITIL, PMP, or CISSP are a plus).

Experience:

• 8-12 years of experience in IT management, with at least 4 years in a leadership role, preferably within the fintech, banking, or technology industry.
• Strong understanding of IT infrastructure, cloud computing, database management, and cybersecurity best practices.
• Proven experience in managing IT teams and large-scale IT projects, especially in fast-paced, growth-driven environments.
• Knowledge of fintech products and services, including digital payments, blockchain, and online lending platforms.

Skills:

• Expertise in IT infrastructure management, cloud services (AWS, Azure, Google Cloud), and enterprise software.
• Strong understanding of cybersecurity protocols, data protection laws, and IT governance frameworks.
• Experience with software development and integration, particularly for fintech platforms.
• Strong project management and budgeting skills, with a track record of delivering IT projects on time and within budget.
• Excellent communication and leadership skills, with the ability to manage cross-functional teams and communicate complex technical concepts to non-technical stakeholders.
• Ability to manage multiple priorities in a fast-paced, high-pressure environment.

Quality Assurance & Testing Head

Location: Thane Role

Requirement:

• 17 -22 years of experience in Manual & Automation Testing in Payments Domain

• Extensive experience in ATM, Payment and Cards domain. Sound knowledge of Payment schemes/networks and certification process

• Strong technical knowledge in Payment Applications, Infrastructure and Automation tools

• Good communication skills and stakeholder management

• Experience in leading end-to-end medium to large projects for entire Testing life cycle which includes efforts estimation, scheduling, defining test strategies and aligning various delivery streams to the strategy encompassing transformational thinking with agile approach

• Ability to take ownership and accountability for Testing deliverables which include Test Strategy, Environment setup Test Plan, Test Scenarios/cases/results,

• Experience in driving automation testing across all workstreams to improve the efficiency of overall testing cycle which includes design and develop reusable and robust automation assets.

• Experience in managing a large team. The role will lead a team of 40 plus employees which includes Managers, Team Lead and Test Engineers and provide mentorship and career guidance.

• Stays abreast of QA & Testing best practices and the latest available tools, frameworks, and standards.

FancyPants is looking for an in-house PR expert! 

If you’re a complete people’s person, in tune with the latest in fashion influencers, reels, great at organisation skills & efficient in your work - we are looking for you! 

Job description 

• Reaching out to influencers & stylists to pitch the latest at FancyPants 
• Developing content pegs, storylines & exciting ideas to promote the latest trends! 
• Exploring brand appropriate collaborations with other brands and personalities
• Organised, Efficient, approachable & great at negotiations