Engineering Manager, Data Scientist
financing company
10 - 15 yrs
Best in industry
Mumbai, Navi Mumbai
Skills
Engineering Management
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
Read more
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Software Engineer, MemorresFor 2 years, I had trouble finding a company with good work culture and a role that will help me grow in my career. Soon after I started using Cutshort, I had access to information about the work culture, compensation and what each company was clearly offering.
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● Experience with distributed systems handling large amounts of data.
● Excellent coding skills in Java/J2EE.
● Very good understanding of Web Technologies.
● Excellent coding skills in NODE JS & PHP (Laravel)
● Very good understanding of Web Technologies
● Good understanding and experience with using open source technologies and building
complex products
● Handling large data (batch and real-time), workflows and scheduling, building pluggable
frameworks and systems, strong abstraction and architecture skills
● Experience using traditional RDBMS, NOSQL DBs (Cassandra, Mongo DB, Aerospike
etc.), caches
● (redis, memcache), messaging frameworks (Rabbit MQ, AWS SQS)
QUALIFICATIONS
B Tech/BE in Computer Science or equivalent or higher from a reputed institution.
REQUIREMENTS
1. Technical depth
You have the strong technical competence required to gain credibility. Ability to architect, design
and code yourself. Technical experience in building and operating web-based applications.
Deep understanding of all layers of the web-stack work (from the client interface to the
database.) Knowledge of multiple technology stacks/languages/tools and their pros/cons
2. Execution ability
Focus on delivering products in a timely manner with high quality. Familiarity with multiple
software development practices and tools, and the proven ability to adapt, champion and
institute good practices and tools
3. You must have a degree in Computer Science or related field. Strong understanding of
object-oriented programming, concurrency and fundamentals of computer-science
YOUR CAREER
Being a relatively small sized Engineering team, individuals carry a lot of responsibility on their
shoulders.Coming up with the designs of features, evaluating external libraries and frameworks,
enhancing existing platform infrastructure, reviewing major architectural decisions, planning and
executing deployments with minimal system downtimes is part of the everyday job. For an individual with
a hunger to solve problems and who thrives on challenges, passionate about leading teams, the
opportunities @Myntra are practically limitless.
YOUR TEAM
You’ll be a part of the team who’s passionate about scaling & delivering omnichannel initiatives @Myntra.
The primary products that you’ll be working on will be Myntra’s entire Omnichannel Suite. This consists of
end-to-end integrations with seller systems, omni order management system & in-store assistance initiatives
Domain: Ecommerce
ENGINEERING @MYNTRA
Myntra’s Engineering team builds the technology platform that powers our customer’s
shopping experience and enables the smooth flow of products from suppliers to our
customer’s doorsteps. We work on areas such as building massive-scale mobile and
web-applications, engaging user-interfaces, big-data analytics, mobile apps, content
systems, catalogue systems, search systems, supply chain systems, imaging and
visualization systems for products etc. We are a small technology team where each
individual has a huge impact. You will work closely with the business in shaping our product
and serve hundreds of millions of Indians! You will have the opportunity to be part of a
rapidly growing organization and gain exposure to all the parts of a comprehensive
eCommerce platform.
YOUR RESPONSIBILITIES
1. Technical Guidance: You will provide technical leadership to a team of excellent software
engineers; this requires that you have the technical depth to make complex design decisions
and the hands-on ability to lead by example
2. Execution and Delivery: You will be expected to instill and follow good software development
practices and ensure timely delivery of high-quality products. You should be familiar with agile
practices as well as be able to adapt these to the needs of the business, with a constant focus
on product quality
3. Team management : You will be responsible for hiring and mentoring your team; helping
individuals grow in their careers, having constant dialogue about their aspirations and sharing
prompt, clear and actionable feedback about performance
SKILLS / EXPERIENCE
● Total of 5+ years’ experience building cutting edge products. Deep experience in
building very large scale applications and 1+ years’ experience in team management
● Strong problem solving skills, data structures and algorithms
● Experience with distributed systems handling large amount of data
● Experience in very large scale applications.
● Strong problem solving skills, data structures and algorithms.
● Experience with distributed systems handling large amounts of data.
● Excellent coding skills in Java/J2EE.
● Very good understanding of Web Technologies.
● Excellent coding skills in NODE JS & PHP (Laravel)
● Very good understanding of Web Technologies
● Good understanding and experience with using open source technologies and building
complex products
● Handling large data (batch and real-time), workflows and scheduling, building pluggable
frameworks and systems, strong abstraction and architecture skills
● Experience using traditional RDBMS, NOSQL DBs (Cassandra, Mongo DB, Aerospike
etc.), caches
● (redis, memcache), messaging frameworks (Rabbit MQ, AWS SQS)
QUALIFICATIONS
B Tech/BE in Computer Science or equivalent or higher from a reputed institution.
REQUIREMENTS
1. Technical depth
You have the strong technical competence required to gain credibility. Ability to architect, design
and code yourself. Technical experience in building and operating web-based applications.
Deep understanding of all layers of the web-stack work (from the client interface to the
database.) Knowledge of multiple technology stacks/languages/tools and their pros/cons
2. Execution ability
Focus on delivering products in a timely manner with high quality. Familiarity with multiple
software development practices and tools, and the proven ability to adapt, champion and
institute good practices and tools
3. You must have a degree in Computer Science or related field. Strong understanding of
object-oriented programming, concurrency and fundamentals of computer-science
YOUR CAREER
Being a relatively small sized Engineering team, individuals carry a lot of responsibility on their
shoulders.Coming up with the designs of features, evaluating external libraries and frameworks,
enhancing existing platform infrastructure, reviewing major architectural decisions, planning and
executing deployments with minimal system downtimes is part of the everyday job. For an individual with
a hunger to solve problems and who thrives on challenges, passionate about leading teams, the
opportunities @Myntra are practically limitless.
YOUR TEAM
You’ll be a part of the team who’s passionate about scaling & delivering omnichannel initiatives @Myntra.
The primary products that you’ll be working on will be Myntra’s entire Omnichannel Suite. This consists of
end-to-end integrations with seller systems, omni order management system & in-store assistance initiatives
Read more
NCR (Delhi | Gurgaon | Noida)
7 - 18 yrs
₹75L - ₹100L / yr
Engineering Management
Technical Architecture
Entrepreneurship
Product innovation
- If you are from IIIT, NIT;
- If you have experience of Amazon or equivalent product company;
- If you are confident to use technology and meet any product goals; Coding must be your interest as entrepreneurs need to do anything and everything if required.
- Have https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6658644615953956864&;keywords=%23Leadership&originTrackingId=DfGfl6nWQw8ezWH0FuMWJQ%3D%3D" target="_self">Leadership qualities to present yourself strongly to https://www.linkedin.com/feed/hashtag/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6658644615953956864&;keywords=%23VCs&originTrackingId=DfGfl6nWQw8ezWH0FuMWJQ%3D%3D" target="_self">VCs and can debate well;
- If you are ready to take the challenge with Company Stake, Co-founder role, and a minimum fixed salary (don't compare it with your corporate salary) to run your essentials; then THIS IS AN OPPORTUNITY TO TRY ENTREPRENEURSHIP WITH MINIMUM POSSIBLE RISK. You will not get an option to be a co-founder of a 3+years old totally operational startup, who gives you the seed for the next year to give a final touch and raise Series A.
Read more
NCR (Delhi | Gurgaon | Noida), Bengaluru (Bangalore)
8 - 16 yrs
₹40L - ₹60L / yr
Engineering Management
PythonJavaTeam Management
Project Management
+1 more
WHY SHUTTL ?
Shuttl makes it possible for thousands of daily commuters to travel with dignity. We are solving a huge infrastructural gap in our mass transport system with a lot of success. Our services are available to both the end consumer as well as businesses across many cities in India.
Our company culture reflects the responsible, liberal and creative mindset of our team. We believe that technology is and will be a key differentiator and we are excited to apply and create technology to solve problems in the mass transportation space.
Our engineering team is composed of three groups - consumer, business and platform. The consumer group builds solutions that allow ordinary citizens to use Shuttl. The business group builds solutions that service transportation and fleet management needs for businesses. Finally, the platform group is responsible for building the platform that is leveraged by the consumer and business groups.
WHAT WILL I DO ?
You will work as a Engineering Manager in the Shuttl Engineering group.
You will report into the Head Of Engineering in Shuttl Engineering group. Your team will comprise of mostly Team Leads and Senior Software Engineers working on Full Stack technologies developing high quality software.
As an Engineering Manager at Shuttl you are responsible for building processes for teams, champion product thinking and provide technical leadership. Your team is expected to deliver high quality software in reasonable timelines. You are also expected to contribute to people and project management along with Architecture and product design. You are expected to have basic business orientation to understand and contribute towards business decisions to help Shuttl grow and accomplish its mission.
HOW DO WE WORK ?
Our engineering process is a five step process which consists of phases for planning, developing, testing & profiling, releasing and monitoring.
The planning phase consists of documenting of the feature/task to be done followed by various discussions. These discussions cover product, delivery estimates, release plan, monitoring plan, test plans, architecture, code design, technology choices and best practice adoption.
The development and testing phase coexist and involve writing code, unit tests, performance tests, profiling, stress testing, code reviews and QA testing. This phase is punctuated with daily scrums and standups.
The release phase is largely about managing and communicating the release to customers and internal stakeholders and activating features.
The last phase is the monitoring phase where relevant metrics and exceptions are tracked and any critical refinement for the delivered feature is undertaken. This phase culminates with a retrospective.
WHAT SKILLS SHOULD I HAVE ?
For this role we expect you to have over 10 years of experience in software development of which at least 4 years should be team and project management experience. You should be knowledgeable about programming languages - specifically Java, Python, operating systems, networks, databases and SQL, algorithms, advanced architecture, code design, system design, design patterns, product design and advanced project and people management skills. Basic business orientations is a big plus.
Read more
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