Business Development Executive

Company: Optimum Solutions

About the company: Optimum solutions is a leader in a sheet metal industry, provides sheet metal solutions to sheet metal fabricators with a proven track record of reliable product delivery. Starting from tools through software, machines, we are one stop shop for all your technology needs.

Position: Generative AI Lead

Location: Chennai (Preference) and Bangalore

Minimum Qualification:  Bachelor's degree in computer science, Software Engineering, Data Science, or a related field.

Experience:   10-12 years

CTC:  33LPA

Employment Type:  Full Time

Key Responsibilities:

1. Utilize advanced machine learning techniques to develop and train generative AI models.
2. Collaborate with cross-functional teams to groom and preprocess large datasets for model training.
3. Research and implement cutting-edge algorithms and architectures for generative AI applications.
4. Optimize model performance and scalability for real-time inference and deployment.
5. Stay current with industry trends and advancements in generative AI technology to drive innovation.
6. Experiment with different hyperparameters and model configurations to improve generative AI model quality.
7. Establish scalable, efficient, automated processes for data analyses, model development, validation and implementation,
8. Choose suitable DL algorithms, software, hardware and suggest integration methods.
9. Ensure AI ML solutions are developed, and validations are performed in accordance with Responsible AI guidelines & Standards
10. To closely monitor the Model Performance and ensure Model Improvements are done post Project Delivery
11. Provide technical expertise and guidance to support the integration of generative AI solutions into various products and services.
12. Coach and mentor our team as we build scalable machine learning solutions
13. Strong communication skills and an easy-going attitude
14. Oversee development and implementation of assigned programs and guide teammates
15. Carry out testing procedures to ensure systems are running smoothly
16. Ensure that systems satisfy quality standards and procedures
17. Build and manage strong relationships with stakeholders and various teams internally and externally,
18. Provide direction and structure to assigned projects activities, establishing clear, precise goals, objectives and timeframes, run Project Governance calls with senior Stakeholders

Skills and Qualifications: 

1. Strong understanding of machine learning and deep learning principles and algorithms.
2. Experience in developing and implementing generative AI models and algorithms.
3. Proficiency in programming languages such as Python, TensorFlow, and PyTorch.
4. Ability to work with large datasets and knowledge of data preprocessing techniques.
5. Familiarity with natural language processing (NLP) and computer vision for generative AI applications.
6. Experience in building and deploying generative AI systems in real-world applications.
7. Strong problem-solving and critical thinking skills for complex AI problems.
8. Excellent communication and teamwork abilities to collaborate with cross-functional teams.
9. Proven track record of delivering innovative solutions using generative AI technologies.
10. Ability to stay updated with the latest advancements in generative AI and adapt to new techniques and methodologies.
11. Application Development- Framework , Langchain, LlamaIndex , Vector DB , Pinecone/Chroma/Weaviate
12. Fine Tuning Models-  Compute Service, Azure/Google Cloud/Lambda , Data Service, Scale/Labelbox, Hosting Services , Azure/AWS , ML Frameworks , Tensorflow,Pytorch
13. Model Hubs-  Hugging Face , Databricks , 
14. Foundation Models-  Open-Source , Mistral,Llama , Proprietary , GPT-4
15. Compute Hardware- Specialized hardware for model training and inference,  Specialized hardware for model training and inference
16. Programming Proficiency - 

• Advanced Python Skills - Generative AI Experts should have a deep understanding of Python, including its data structures, OOP’s concepts, and libraries such as NumPy and Pandas. They must be able to write clean, efficient, and maintainable code to implement complex AI algorithms.
• TensorFlow and Keras Expertise - TensorFlow and Keras are widely used in the AI community for building neural networks and deep learning models. Generative AI Experts should have a thorough understanding of these libraries, including how to design neural network architectures, customize loss functions, and optimize models for performance
• Debugging and Optimization - Solving complicated problems is a common part of developing generative AI models. Experts must be adept in debugging methods, such as logging and profiling data to find and address problems quickly. They should also know how to optimize code for memory efficiency and performance, which will help the models manage large-scale datasets
• Effective Data Management - One of the most frequent tasks in AI development is managing big datasets. Experts in generative AI should be adept at manipulating data with tools like Pandas and NumPy. To guarantee that the data they use for their models is of the highest caliber, they need also know how to efficiently preprocess and clean data.
• Version Control and Collaboration - Git and other version control systems are crucial for tracking code changes and fostering developer collaboration in a team environment. To enable smooth cooperation on AI projects, generative AI Experts should be familiar with Git workflows, branching techniques, and handling merge conflicts

  17. Deep Learning Expertise - Neural Networks , Convolutional Neural Network , Recurrent Neural Network

  18. Knowledge of Generative Models - Transformers and Attention networks , Generative adversarial network

  19.Generative AI Basics and Advanced Concepts

• Prompt Engineering - Crafting high-quality prompts is crucial for guiding generative models. Experts should excel in designing prompts that steer the model’s creativity and coherence. They must understand how to fine-tune prompts for tasks like text, image, and music generation.
• Attention Mechanisms - Grasping attention mechanisms in models like Transformers, vital for capturing dependencies and context in generative tasks.
• Application Development Approaches -Familiarity with integrating generative models into applications is essential. This includes deploying models in mobile apps, web applications, or as APIs. Experts should consider factors such as model size, latency, and scalability during deployment.
• Fine-Tuning - Mastery of techniques like fine-tuning language models (e.g., GPT-3) for specific tasks. This involves adjusting model parameters and prompts to generate contextually relevant and accurate outputs.
• RAG (Retrieval-Augmented Generation) - Understanding RAG, a framework that combines generative models with retrieval mechanisms. Experts can use RAG to improve model responses by retrieving relevant information from a large dataset. Proficiency in chaining multiple generative models together to create more complex and diverse outputs. This involves connecting models in a sequence to generate outputs that build upon each other.
• Multimodal Generation - Ability to generate outputs across multiple modalities (e.g., text and images), requiring integration of different generative models.

Job Title: Senior Cloud Engineer – L3 (Bangalore)

Major skills required: Horizon on cloud with Azure

Location: Bangalore/Remote

Primary Skill Set & Experience:

- Minimum 8 years of overall experience in IT Infrastructure.

- Proven experience of 5+ years with VMware Enterprise Products.

- Mandatory certifications: VMware VCP in VMware Horizon 7 and VMware vSphere, VCP in Horizon Cloud, Microsoft MCSA, MS Azure certification, Amazon Certified Cloud Administrator.

Job Description:

We are seeking a highly skilled and experienced Senior Cloud Engineer – L3 to join our Cloud Operations team. In this role, you will be responsible for cloud and on-premises architecture and deployments, administration, and end-user support of Windows/VMware Solutions, primarily focusing on VMware Horizon On-premise and VMware Horizon Cloud infrastructure.

This is a full-time permanent position.

Key Responsibilities:

- Utilize your 8+ years of proven experience in VMware Horizon, vSphere, Microsoft Active Directory, VMware UEM, iVDM, and 3rd party IDM integration.

- Demonstrate expertise in Microsoft Azure administration.

- Showcase proficiency in Amazon administration.

- Possess VMware VCP Certification in VMware Horizon 7, Cloud, and vSphere.

- Hold Microsoft MCSA certification.

- Exhibit knowledge and exposure to cloud technologies such as Microsoft Azure and Amazon.

- Troubleshoot and diagnose issues related to VMware ESX, ESXi, vSphere, Horizon View, Airwatch, and Mirage.

- Design and engineer high-availability architectures in VMware DRS cluster environments.

- Resolve user-level issues related to connection servers.

- Perform P2V, vMotion, VMware virtual center (vSphere), and SSO configurations.

- Conduct root cause analysis to identify and address underlying issues.

- Demonstrate TCP/IP knowledge with a strong foundation in LAN technologies, network switching, routing, and DNS.

- Possess excellent knowledge of x86 servers from vendors like IBM, Dell, and HP.

- Show proficiency in Windows Server Administration and troubleshooting.

- Possess hands-on skills in Hyperconverged hardware infrastructure.

- Display advanced working knowledge of storage technologies such as RAIDs, Fiber Channel, and iSCSI with vendors like EMC, Netapp, Equallogic, and HP EVA/Left hand.

- ITIL Certification (v2 or v3) would be advantageous.

- Willingness to work in US/UK shifts.

- Familiarity with ticketing tools.

Qualifications:

- Bachelor's degree or diploma in Engineering/BSC/MCA/MCM (with IT specialization).

Secondary Skills:

- Fluent in English (verbal and written communication).

- Strong team player, capable of collaborating with senior team members, conducting technical sessions, and mentoring L1 team members.

- Ability to achieve the highest level of customer satisfaction.

- Experience in interacting with customers, third-party OEMs, and hardware vendors, including raising calls with Microsoft, VMware, and other vendors.

- Documentation skills and preparation of SOPs.

- Self-motivated and results-oriented.

- Train L1 and other support team members.

- Demonstrated positive and proactive approach.

- Flexibility to work in US and UK shifts as per organizational requirements, including rotational night shifts.

Create and maintain database tables, views, indexes, and triggers.

Implement and maintain database code in the form of stored procedures, scripts, queries, views, triggers, etc.

Develop and maintain high-quality stored procedures.

Write low cost, high-quality database queries and code while maintaining data quality, privacy, and security

Profile databases, measure database performance and troubleshoot complex database issues, and IO bottlenecks.

Optimize database queries and ensure table locking/deadlocks happen in production.

Optimize large, complicated SQL statements & Stored Procedures.

Cost optimization of Amazon instances using databases.

Knowledge of database design principles, query optimization, index management, integrity checks, statistics and isolation levels

Knowledge of message queuing, indexing, and high-performance data concept

Knowledge of JSON and PostgreSQL support for JSON.

Good Grasp of ETL concepts

Work with front-end developers to define simple yet powerful APIs

Work with DBAs to ensure the efficiency of database code, integrity of data structures and quality of data content.

Coordinate with product managers and leadership teams to build effective database objects

Excellent verbal and written communication skills

Good attitude towards work and flexibility

Ability and willingness to handle multiple tasks in a fast-paced environment

Ability to evaluate alternative solutions and/or workarounds

We are looking to hire an experienced developer to join our dynamic team. As a developer, you will be responsible for creating a top-level coding-base using Angular best practices. Your role will require you to implement an exciting and streamlined user experience in the form of a Java-based desktop and mobile web-app.

To ensure success as a developer, you should have extensive knowledge of theoretical software engineering, be proficient in JavaScript, HTML, and CSS, and have excellent project management skills. Ultimately, a top-class Angular developer can design and build a streamlined application to company specifications that perfectly meet the needs of the user.

Experience: 3 years and more

Skills set: Angular, Reactjs, Javascript, HTML/CSS

Responsibilities:

• Designing and developing user interfaces using angular/react best practices.
• Adapting interface for modern internet applications using the latest front-end technologies.
• Writing JavaScript, CSS, and HTML.
• Developing product analysis tasks.
• Making complex technical and design decisions for Angular projects.
• Developing application codes and unit tests in Angular, Java Technologies, and Rest Web Services.
• Conducting performance tests.
• Consulting with the design team.
• Ensuring high performance of applications and providing support.

Requirements:

• Bachelor’s degree in computer science, computer engineering or similar.
• Previous work experience as an angular/ reactjs / frontend developer.
• Proficient in CSS, HTML, and writing cross-browser compatible code.
• Experience using JavaScript building tools like Gulp or Grunt.
• Excellent project management skills.
• Proven experience implementing front-end and back-end JavaScript applications.
• Excellent communication skills.
• Critical thinker and good problem-solver.

• Recruiting, training, monitoring and improving the performance of the team
• Engaging with lending partners to ensure timely process of loan applications
• Reviewing the team’s performance on a regular basis, then developing or replacing staff to have a consistently high performing team
• Managing customer escalations

• Any Graduation
• Should have experience in B2C tele sales management    
• Experience in the education loans vertical is a plus, but not mandatory
• Should be familiar with Excel, Google Sheets, etc. 
• Should be result-oriented and a have strong sense of ownership         
• Must have good communication skills

• We are looking for a Data Engineer to build the next-generation mobile applications for our world-class fintech product.
• The candidate will be responsible for expanding and optimising our data and data pipeline architecture, as well as optimising data flow and collection for cross-functional teams.
• The ideal candidate is an experienced data pipeline builder and data wrangler who enjoys optimising data systems and building them from the ground up.
• Looking for a person with a strong ability to analyse and provide valuable insights to the product and business team to solve daily business problems.
• You should be able to work in a high-volume environment, have outstanding planning and organisational skills.

Qualifications for Data Engineer

• Working SQL knowledge and experience working with relational databases, query authoring (SQL) as well as working familiarity with a variety of databases.
• Experience building and optimising ‘big data’ data pipelines, architectures, and data sets.
• Experience performing root cause analysis on internal and external data and processes to answer specific business questions and identify opportunities for improvement.
• Strong analytic skills related to working with unstructured datasets. Build processes supporting data transformation, data structures, metadata, dependency and workload management.
• Experience supporting and working with cross-functional teams in a dynamic environment.
• Looking for a candidate with 2-3 years of experience in a Data Engineer role, who is a CS graduate or has an equivalent experience.

What we're looking for?

• Experience with big data tools: Hadoop, Spark, Kafka and other alternate tools.
• Experience with relational SQL and NoSQL databases, including MySql/Postgres and Mongodb.
• Experience with data pipeline and workflow management tools: Luigi, Airflow.
• Experience with AWS cloud services: EC2, EMR, RDS, Redshift.
• Experience with stream-processing systems: Storm, Spark-Streaming.
• Experience with object-oriented/object function scripting languages: Python, Java, Scala.

Swaypay is looking for a detail driven Senior Full Stack Software Engineer with remote startup experience who is comfortable asking “why?”. We want someone who can prioritize well, communicate clearly, and has a track record of delivery and excellent software engineering skills.

You'll work with the team to plan, shape, and build our new product features for both mobile and web. You'll get to use some of the latest technologies in order to build the best product possible.

During your time here, you will get the opportunity to work with most (if not all) of our systems — improving consumer facing products, helping to build the API, improving internal tooling, and simplifying our developer experience.

What you’ll do

• Work closely with other developers, UX designers
• Write and test code to ensure stability while refining as necessary
• Expand existing software and write new software to meet the evolving needs of our key demographics
• Build our mobile and web applications using React Native and React
• Write test cases to ensure product functionality across versions
• Design and implement the overall architecture of the system
• Design, construct, and integrate our API offerings
• Take complete ownership of features/work and deliver end to end

What we’re looking for

• 5+ years of experience building mobile and web applications using modern frameworks
• 2+ years of experience with React Native (mandatory)
• 1+ years of experience with backend technologies such as NodeJS, Golang, or Python
• Understanding of AWS, production deployment, and monitoring tools. K8 / Docker Swarm experience is an added bonus
• Excellent verbal and written communication
• “If it can go wrong – it will go wrong" mindset
• Familiarity with both unit and e2e tests
• Experience with databases (MySQL or other relational database)

You will be a great fit if you

• Are proactive about anticipating needs and solving for them before they become a problem
• Enjoy being part of a highly collaborative environment, including healthy conflict and debate to ensure the best product possible
• Have the ability to be self-directed and be effective working independently, yet feel equally comfortable contributing in a team environment
• Value quality
• Enjoy keeping up with the latest release to ensure our products are state of the art

Benefits

• Competitive pay and equity
• Remote-friendly
• Beautiful office in Jaipur (after COVID restrictions lift)
• India team retreats to places like Goa (after COVID restrictions lift)