Data Science
Machine Learning (ML)RESPONSIBILITIES:
• You will be involved in directly driving application of machine learning and AI to solve various product and business problems including ML model lifecycle management with ideation, experimentation, implementation, and maintenance.
• Your responsibilities will include enabling the team in moving forward with ML/AI solutions to optimise various components across our music streaming platforms.
• Your work would be impacting millions of users the way they consume music and podcasts, it would involve solving cold start problems, understanding user personas, optimising ranking and improving recommendations for serving relevant content to users.
• We are looking for a seasoned engineer to orchestrate our recommendations and discovery projects and also be involved in tech management within the team.
• The team of talented, passionate people in which you’ll work will include ML engineers and data scientists.
• You’ll be reporting directly to the head of the engineering and will be
instrumental in discussing and explaining the progress to top management and other stake holders.
• You’ll be expected to have regular conversations with product leads and other engineering leads to understand the requirements, and also similar and more frequent conversation with your own team.
REQUIREMENTS:
• A machine learning software engineer with a passion for working on exciting, user impacting product and business problems
• Stay updated with latest research in machine learning esp. recommender systems and audio signals
• Have taken scalable ML services to production, maintained and managed their lifecycle
• Good understanding of foundational mathematics associated with machine learning such as statistics, linear algebra, optimization, probabilistic models
Minimum Qualifications
• 13+ years of industry experience doing applied machine learning
• 5+ years of experience in tech team management
• Fluent in one or more object oriented languages like Python, C++, Java
• Knowledgeable about core CS concepts such as common data structures an algorithms
• Comfortable conducting design and code reviews
• Comfortable in formalising a product or business problem as a ML problem
• Master’s or PhD degree in Computer Science, Mathematics or related field
• Industry experience with large scale recommendation and ranking systems
• Experience in managing team of 10-15 engineers
• Hands on experience with Spark, Hive, Flask, Tensorflow, XGBoost, Airflow
Subodh Popalwar
Software Engineer, Memorres
About financing company
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Machine Learning (ML)About the Company:
ConveGenius is a leading Conversational AI company that is democratising educational and knowledge services for the mass market. Their knowledge bots have 35M users today. ConveGenius is building an omniverse on Conversational AI for the developer ecosystem to build together. We are looking for self-driven individuals who love to find innovative solutions and can perform under pressure. An eye for detail and being proud of produced code is the must-have attributes for this job.
About the role:
At ConveGenius, we are committed to creating an inclusive and collaborative work environment that fosters creativity and innovation. Join our AI Team as Senior AI Engineer with the focus on development of cutting-edge technologies, making a real life difference in the lives of millions of users. You will be involved in a wide range of projects, from designing and building AI capabilities for our swiftchat platform, and analysing large conversation datasets. Innovative nature and proactive involvement in the product is taken very seriously at Convegenius, therefore, a major part of your role would involve thinking about new features and new ways to deliver quality learning experience to our learners.
Responsibilities:
- Develop and implement state-of-the-art NLP, Computer Vision, Speech techniques.
- Collaborate with other AI researchers to develop innovative AI solutions and services to be used to improve our platform capabilities.
- Mentor and lead the experiments with other team members.
- Conduct research and experiments in deep learning, machine learning, and related fields to support the development of AI techniques.
Qualifications:
- Bachelor's or master's degree in Computer Science, Engineering, or a related field with experience in machine learning and data analysis.
- 2-4 years of industry experience in machine learning, with a strong focus on NLP and Computer Vision.
- Hands-on experience of ML model development and deploying.
- Experience working with training and fine-tuning LLM is a plus.
- Experience in audio/speech technologies is a plus.
- Strong programming skills in Python, node.js or other relevant programming languages.
- Familiarity with machine learning libraries, such as TensorFlow, Keras, PyTorch, scikit-learn, Conversational frameworks like Rasa, DialogFlow, Lex, etc.
- Strong analytical and problem-solving skills, with the ability to think out of the box.
- Self-starter with the ability to work independently and in a team environment.
Leadership7+ YOE in IT / Software Development and Services Industry
B.Tech/BE, Bachelor in Tech domain from Tier 1 College / Univesity
MBA or Masters from Top B schools or Tier 1 College / Univesity
Preferred with work experience in software frameworks, technologies, and programming languages.
- Develop and implement operational strategies: Develop and implement operational strategies to ensure the smooth functioning of the organization. This includes developing policies and procedures, managing resources, and monitoring performance metrics.
- Lead project teams: ensure the successful completion of projects within the allotted time and budget. This involves planning, organizing, and controlling project activities, as well as communicating with stakeholders to ensure project objectives are met.
- Manage resources: managing the resources required for both day-to-day operations and project delivery. This includes budgeting, resource allocation, and procurement of materials and services.
- Analyze data to identify areas for improvement and to make informed decisions regarding operational and project-related issues. This involves using data analysis tools and techniques to collect, organize, and interpret data.
- Ensure compliance ensures that the organization is compliant with legal and regulatory requirements. This includes implementing policies and procedures to ensure compliance with applicable laws and regulations.
- Build relationships and maintain relationships with stakeholders and employees. This involves effective communication, negotiation, and conflict-resolution skills.
- Develop and mentor team members developing and mentoring team members to enhance their skills and knowledge. This includes providing training, coaching, and feedback to team members to ensure they are equipped to perform their roles effectively.
- Work with departmental heads, managers, and other stakeholders to develop team goals and delegate tasks to the appropriate team member.
- Create and communicate a clear list of expectations and goals for team members to follow.
- Offer emotional support to project team members and make people feel valued.
- Maintain frequent communication to offer encouragement, amend tasks, and provide updates on goal progress.
- Implement incentives to keep the team motivated and focused on their daily tasks and project goals.
- Provide frequent feedback on employee performance, address weaknesses or inefficiencies, and offer support to improve skill gaps.
- Nurture collaboration amongst team members, Create a workspace that encourages creativity and innovation to get the most out of the team, and Quickly and effectively resolve team conflicts.
Basic Qualifications:
Education: A bachelor's degree/ master's degree or higher. administration, management, engineering, or operations management is often required.
B.Tech/BE, Bachelor in Tech domain from Tier 1 or 2 College / Univesity
MBA or Masters from Top B schools or Tier 1 College / Univesity
Experience: 7-10 years of relevant work experience in operations management, project management, or a related field is required.
Preferred with work experience in software frameworks, technologies, and programming languages.
Basic Skills:
• Team Management
• Communication
• Listening
• Conflict Resolution
• Team Leadership
• Organizational skills
• Critical Thinking
• Time Management
Job location:
Kolkata (Work from Office)
Java
Python
NodeJS (Node.js)b. Strong Technical Background:
i. Strong grasp of Nodejs/Python stack
ii. Strong programming, architecture, DevOps and QA chops.
iii. Experience working with a diverse engineering stack in a fast-paced
environment
iv. Databases/Datastores : Mysql, Redis / Memcache, MongoDB
v. Basic Understanding of Android, iOS, Web Application stacks
vi. One of SQS, RabbitMQ, SNS
vii. Familiarity with AWS and its services including RDS, ECS, EBS,
Cloudwatch, ELK, Redshift
viii. Nice to have -
1. Logging : ELK, Cloudwatch.
2. Frontend : html , css , Javascript
3. Protocols : HTTP, XMPP, MQTT, Socket.io, TC
c. Prior management and team-building experience. You'll be managing several direct reports initially and will have the opportunity to scale and build out a
high-performing engineering team
iOS App Developmentstandards for the team, and the ability to attract world-class talent.
The job requires a gamut of roles and responsibilities -
● Build a world-class team of engineers
● Ensure their KPI’s and OKR are set and evaluated at regular intervals
● Responsible for delivering high-quality software products, on time, and within budget.
● Collaborate & work with Product Leads and Business Leaders to develop a long-term product plan,
products, and manage the release planning cycles for all products.
● Responsible for managing the staffing requirements and skillsets for the Customer Interaction Team,
assuring that sub-teams are staffed with sufficient skilled resources and meeting Ability to work in a fastpaced
setup,
● Deliver results, set up high standards for the team, and the ability to attract world-class talent. product
deliverables.
9 software development experience
● 3+ years of experience running engineering teams of 5+ engineers, and coaching, mentoring
individuals to grow in their career
Experience in setting up & building high-performance technology teams
● The candidate will be part of the Engineering leadership team and will help with strategies and execute the product roadmap.
● Work closely with Product and business teams to strategize or design the features and product experiments.
● Lead a team of 15-30 Engineers, develop engineers on the team and help them advance in their careers.
● Developing project scopes and objectives, involving all relevant stakeholders, and ensuring technical feasibility.
● Ensure resource availability and allocation.
● Develop a detailed project plan to track progress, lead meetings, and set expectations for the project team.
● Perform risk management to minimize project risks.
● Conduct regular 1-1s with the team.
● Scale the technology architecture, team, and product to drive multiple growths in the next 2-3 years.
● Preferably from LAMP/MEAN, stack and good exposure with scalable and distributed systems using microservices.
● Exposure to various cloud hosting environments(Preferably AWS).
Requirements:
● Bachelor's degree required; masters preferred.
● You have managed engineering teams that have a strong record of developing and delivering products.
● Proven working experience as a senior engineering manager in the information technology sector.
● You put a strong emphasis on recruiting and developing your team.
● You have an eye for great products and can work effectively with engineers, product managers,
and designers to build them.
● You are deeply technical but prefer to lean on your leadership skills.
● You are a strong communicator who can streamline the flow of information between Engineering and other teams.
● Solid organizational skills including attention to detail and multi-tasking skills.
● You have a curiosity about how things work.
● PMP / PRINCE II certification is a plus(Theoretical and practical project management knowledge).
● Excellent decision-making and leadership capabilities.
● A minimum of 8+ IT experience in leading multi-skilled teams involving product, mobile, and web application development & Engineering.
• Survey organization to acquire understanding of current practices, strengths, weaknesses
• Identify productivity and quality metrics
• Establish program to collect, analyse and report metrics
• Survey market for developer and QA screening tools
• Screen existing program resources to baseline capabilities
• Assess current team against industry benchmarks
• Identify improvement areas
• Establish get well plan for each improvement area
• Survey market for online training programs to address areas of weakness
• Oversee employee training initiatives associated with improvement initiative
• Build and manage the continuous process improvement program
Long Term Responsibilities
• Provides leadership and direction for engineering resources across regions
• Deploys resources to achieve financial and business objectives
• Leverages relationships with key internal/external customers to support business needs
• Manages and deploys resources within and/or across multiple customers
• Directs the resolution of highly complex or unusual business problems
• Negotiates with and /influences customers and/or organizational leadership to set priorities and solidify
relationships
• Leverages the performance management cycle to motivate employees and support achievement
• Directs preparation of work plans, supervise engineering teams
• Supervises daily activities of engineering personnel including technical and administrative support and
ensures that deliverables are produced on schedule and within budget
• Functions as seller-doer, developing client contacts and relationships, preparing estimates,
• Represents the company to client and supports client relationships
• Organizes work to meet deadlines set by others
• Builds team effectiveness skills within work team
• May be responsible for engineering phases of planning and execution of the largest and most complex
of projects.
• Participates in staffing decisions for proposals and projects, works with HR/Recruitment to recruit and
hire staff as needed to execute proposals and projects.
Desirable
• Experience managing software development organizations with greater than 100 resources
• Experience leading software efficiency improvement programs
• Experience with mobile app and server development
• Understanding of the process differences between product development and professional services
Qualifications
• Minimum 15 years of experience managing software engineering resources
• Degree in computing or engineering
Django
Flask
Roles & Responsibilities:
The candidate is expected to create and lead a team of engineers and drive dev efforts for
Medibuddy and its various products.
The candidate will be part of the Engineering leadership team (IIT/IIM grads) and will help
strategise, execute product roadmap.
Work closely with Product and business teams to strategize or design the features and
product experiments.
Lead a team of 10+ Engineers [backend and/or mobile]
Responsible for engineering delivery in platform & product engineering pods at Medibuddy.
Scale the technology architecture, team and product to drive a 10x growth in next 12-24
months.
Code and Architect key features that form backbone of DocsApp
Conduct performance reviews and mentor and guide the team reporting
Drive adoption best engineering practices in the team and the organization
- Deliver high quality, scalable and maintainable code at a fast pace.Skills & Qualifications:
- 9+ yrs. relevant experience in consumer tech/ or SaaS space.
- Tier 1 background (IIT/BITS/IIIT/NIT), Pass-out from 2014 batch or earlier.
Strong Technical Background: You have strong programming, architecture, DevOps and QA
chops. You should have experience working with a diverse engineering stack in a fast-paced
environment.
Biased toward action. You must be able to do more with less and turn would-be blockers into
opportunities for growth.
Balancing Short Term with Long Term - You have demonstrated strategic execution
balancing short term tactical execution with long term vision. You should be able to adapt
quickly as per the demands of the situation.
Efficient Execution - You must be persuasive, patient, compassionate and possess exquisite
prioritization skills.
Prior management and team-building experience. You'll be managing several direct reports
initially and will have the opportunity to scale and build out a high-performing engineering
team.
Stakeholder management - You complement product and business owners with finding the
right solutions in a timely manner.
Past entrepreneurial experience is a big plus.
Strong grasp of Nodejs/Python stack
Databases/Datastores : Mysql , Redis / Memcache , MongoDB
- Basic Understanding of Android, iOS, Web Application stacks
- One of SQS, RabbitMQ, SNS
- Familiarity with AWS and its services including RDS, ECS, EBS, Cloudwatch, ELK, Redshift
Nice to have -
Logging : ELK, Cloudwatch.
Frontend : html , css , Javascript
Protocols : HTTP, XMPP, MQTT, Socket.io, TCP
Communicate the company’s technology strategy to investors, management, staff, partners, customers, and stakeholders.
Be the leader in technology trends and evolving social behavior that may support or impede the success of the business.
Contribute to Open Source software development, standardization of technologies, and evolution of best practices by collaborating with peers outside the company, presenting at conferences, and writing for publication (online or offline).
Minimum 5 Years Experience in an executive leadership role in a SaaSorganization.
Experience leading teams in a variety of structures and environments ranging from start- up to large-scale enterprise corporations.
Ability to articulate ideas to both technical and non-technical audiences. Ability to actively
communicate, inspire and motivate all levels ofstaff.
Leader – strong track record for building a strong engineering culture and world-class
development teams.
Leadership• Develop and lead the execution of the engineering roadmap
• Develop the technical strategy and scalable architecture using modern distributed application
software that meets the overall business requirements
• Ability to create and implement software engineering solutions using modern software engineering
best practices
• Willing to roll up sleeves and get into codebase from time to time
• Provide technical direction on all software development activities
At least 8 years working experience in software/product engineering in fast-paced environments
• At least 2 years of experience in a senior-level engineering management role, leading large teams of
engineers and driving large-scale projects and products, in collaboration with product, design and
commercial teams
• Excellent stakeholder management and strong advocate on Agile methodology
• Deep knowledge of current technological trends, frontend, backend, data such as Nodejs, Reactjs,
Databases, etc.
• Experienced in back-end, architecture and infrastructure and web services.
• Strong communication skills with ability to work with individuals from multiple domains, from
product owners to 3rd party partners
• Ability to multitask and prioritize effectively in a fast-paced environment
• Proven track record in leading high performance technology teams
Follow CutshortSubodh Popalwar
Software Engineer, Memorres