AI/ML Engineer Python

Mandate Skills : LWC and Integration

Key Responsibilities:

• Design and Development:
• Design, develop, test, and deploy custom Salesforce applications using Apex, Visualforce, and Lightning Components.
• Customize and configure Salesforce applications based on business requirements.
• Integration:
• Integrate Salesforce with other internal and external systems.
• Use REST/SOAP APIs for integration with third-party systems.
• Data Management:
• Develop and maintain data models, complex reports, dashboards, and workflows.
• Ensure data quality and integrity within Salesforce.
• Support and Maintenance:
• Provide ongoing support and maintenance for Salesforce applications.
• Troubleshoot and resolve issues related to Salesforce.
• Collaboration:
• Work closely with stakeholders to gather requirements and translate them into technical specifications.
• Collaborate with cross-functional teams to ensure seamless integration and functionality.
• Documentation:
• Maintain comprehensive documentation of code, configurations, and processes.
• Create and update technical and user documentation.

Qualifications:

• Education:
• Bachelor's degree in Computer Science, Information Technology, or related field.
• Experience:
• 3+ years of experience as a Salesforce Developer.
• Proven experience with Apex, Visualforce, and Lightning Components.
• Skills:
• Strong knowledge of Salesforce configuration, customization, and development.
• Experience with Salesforce integrations using REST/SOAP APIs.
• Proficiency in data modeling and database design.
• Solid understanding of Salesforce security and data management best practices.
• Excellent problem-solving skills and attention to detail.
• Strong communication and interpersonal skills.
• Certifications (Preferred):
• Salesforce Certified Platform Developer I or II.
• Salesforce Certified Administrator.
• Other relevant Salesforce certifications.

Additional Requirements:

• Ability to work independently and as part of a team.
• Willingness to learn and adapt to new technologies and methodologies.
• Strong analytical and organizational skills.

Benefits:

• Competitive salary and benefits package.
• Opportunities for professional development and growth.
• Flexible working hours and remote work options.

Company Name : LMES Academy Private Limited

Website : https://lmes.in/

Linkedin : https://www.linkedin.com/company/lmes-academy/mycompany/

Role : Machine Learning Engineer

Experience: 2 Year to 4 Years

Location: Urapakkam, Chennai, Tamil Nadu.

Job Overview:

We are looking for a Machine Learning Engineer to join our team and help us advance our AI capabilities.

Requirements 

• Model Training and Fine-Tuning: Utilize and refine large language models using techniques such as distillation and supervised fine-tuning to enhance performance and efficiency.

• Retrieval-Augmented Generation (RAG): Good understanding on RAG systems to improve the quality and relevance of generated content.

• Vector Databases: Familiar with vector databases to support fast and accurate similarity searches and other ML-driven functionalities.

• API Integration: Good in REST APIs and integrate third-party APIs, including Open AI, Google Vertex, and Cloudflare Workers AI, to extend our AI capabilities.

• Generative AI: Experience with generative AI applications, including text-to-image, speech recognition, and text-to-speech systems.

• Collaboration: Work collaboratively with cross-functional teams, including data scientists, developers, and product managers, to deliver innovative AI solutions.

• Adaptability: Thrive in a fast-paced environment with loosely defined tasks and competing priorities, ensuring timely delivery of high-quality results.

About us

Ankercloud is the cloud and technology partner for data-driven digital transformation. Ankercloud provides consulting, implementation services, and industry-specific analytics solutions that deliver cost-effective and high-impact business value by processing data.

Our cloud solutions are the most efficient, cost-effective and are deployed faster without compromising on quality. We are agile and strive to be trusted technology and cloud partners focused only on what's best for our customer’s business.

Roles and Responsibilities:

● Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability

● Exploring, analyzing and visualizing data to gain an understanding of it.

● Maintaining Data quality on different types of datasets.

● Supervising the data acquisition process if more data is needed

● Defining Model validation strategies

● Defining the preprocessing or feature engineering to be done on a given dataset

● Data augmentation pipelines

● Training models and tuning their hyperparameters

● Analyzing the errors of the model and designing strategies to overcome them.

● Defining the A/B testing setups. Deploying and maintaining the MLOps pipelines.

Technical Expertise:

● Hands on experience on TensorFlow, PyTorch, Keras, Caffe,Supervised Machine Learning Algorithms,Deep Learning Models (CNN, RNN, LSTM, BERT, NLU and YOLO), Cloud Platforms (AWS/GCP)

● Experience in Data Wrangling and PySpark(Good to have knowledge over EMR and Glue)

● Excellent skills developing in Python as well as significant experience working in a Linux environments.

● Experience with containerizing applications using Docker

● Experience in SQL and at least one NoSQL data store Elasticsearch, MongoDB, Cassandra, HBase

● Experience in handling branch based deployments.

Good to Have:

● Knowledge over MLFlow and Kubeflow.

● Optimization of Multipe GPUs.

The engineering team is solving deeply technical and challenging problems at scale, while the product team is building innovative and intuitive products leveraging our core platform, and the customer team is solving complex use cases across a range of industries and verticals with the right mix of engineering and product solutions. What if there was a specialist engineering team that worked at the intersection of these functions to empower them and made the sum greater than the whole? That’s what the partner engineering team does!

The role is diverse, multi-faceted, and cross-functional providing exposure to both software engineering and product management. You will collaborate with product managers, solution architects, project managers, customer teams, and clients to understand complex requirements, research and brainstorm solutions, design systems and integrations, and build them out seeing them through to completion. Needless to say – the work is challenging and rewarding, brings about a ton of learning, and the impact is far-reaching!

We are looking to scale the team to keep up with our rapid growth and are on the lookout for rockstar engineers who are go-getters and love solving problems and building products.

The ideal candidate has

Experience in

• Working with enterprise systems and SaaS products.
• Designing and building API integrations, webhooks, and connectors with internal and external systems.
• Implementing integrations with enterprise systems and, leading the implementation by handling all stages of their development –  ideation, system design, development, testing, UAT, and delivery.
• Building modular and extensible features based on product requirements and customer use cases.
• Creating APIs to drive new features and enhance existing features for a web-based application or SaaS product.
• Collaborating with cross-functional teams to ideate, build, and deliver features.

Demonstrates

• Ability to dissect a system to understand its inner workings, engineering, and product flows.
• Ability and interest to get familiar with new systems, frameworks, architecture patterns, and programming languages as needed.
• Ability to deal with ambiguity, break down complexity, and chart out a clear path/solution for complex problems.
• Strong analytical and problem-solving skills.
• Excellent interpersonal and communication skills.
• Ability to thrive in a dynamic and fast-changing environment.
• Being result-oriented, self-driven, proactive and leading from the front to rally people together.

As part of the role, you will

• Brainstorm with the product, customer, and engineering teams to ship thoughtful solutions and integrate them with existing systems to meet complex and diverse requirements.
• Work with customer-facing teams and customers to understand their use cases, pain points, and nuances, and work with the product and customer teams to build and implement robust solutions.
• Design and build highly reliable, modular, and extensible systems and features for the product.
• Write high-quality, extensible, and maintainable code.
• Document detailed specifications for proposed solutions.
• Analyze current technologies and systems used within the firm and by customers to determine ways to improve them based on the requirements.
• Work with the business to understand and solve complex problems, by presenting various solution options and technical concepts in a comprehensible manner.
• Act as a bridge between technical and business audiences during solution planning, development, and deployment.

Preferred technical skills

• System design
• API design, development, and optimization
• Testing (unit/integration/E2E) and debugging skills
• Python
• Django
• Django Rest Framework
• Celery
• PostgreSQL
• Git

Bonus if you have

• Experience in designing and implementing an API integration framework to build integrations quickly and scale integrations seamlessly.
• An understanding of data security and infrastructure.
• Exposure to AWS.
• A keen eye for product development with a core focus on the user journey and doing what’s best for the end user.

If you love startups or have experience working with startups, look no further!

Perks

• Best-in-class compensation
• Performance-based ESOPs
• Fully-remote work
• Flexible schedules
• Engineering-first culture
• Continuous learning
• Massive opportunities for growth
• Paid vacation
• Yearly offsite
• Quarterly hacker house
• Workstation setup allowance
• Comprehensive health coverage
• Maternity leaves
• Latest Apple Workstation
• Rockstar team to work with (we mean it!)
•  

Introducing BECO – a revolutionary home care brand that is dedicated to sustainability and eco-friendliness. We bring you plant-based, bamboo-based products that are highly effective and 100% chemical free. We understand how important it is to take care of our environment and we are here to provide an environmentally conscious solution for all your homecare needs. Our products are carefully crafted to be gentle on the environment without compromising on quality. We’re proud to be part of an innovative direct-to-consumer (D2C) model that allows us to provide quality products directly from our brand, to you! We’re passionate about making the world a better place and we hope you join us in this journey.

Your responsibilities would be:

·      Create a 100% digital ecosystem to help solve business goals

·      Design solutions

·      Evaluate platforms and Softwares

·      Build database lakes

Third Party software integration:

·      SFA integration- coordinate with the users for any issues

·      Support report generation and other customizations

·      Overlook the tasks assigned to the team along with other SAP users

·      Should be able to understand the business process- Production, Inventory Management, Purchase & Sales Process

·      Should be a problem solver for the users using any application within the management

·      Automate the process for the users whenever required for smooth functioning

Skills Required:

·      Someone who has largely been a part of automations, integrations, digital transformation

·      SAP B1 experience is an added advantage

·      Engineering Graduations preferred

·      Minimum 5-6 years’ relevant experience (FMCG Industry preferred)

Location – Andheri East, Next to Marol Naka Metro Station