MUMBAI · FULLTIME
Lead ML & AI Engineer
HERE Technologies
Mumbai · onsite · Posted 4d ago
Sourced from
Undisclosed7–12 yrsfulltimeMumbai
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Section · 01
About this role
In this role you will build the core AI building blocks models, agents, and retrieval components that domain teams consume rather than rebuild, and provides hands-on technical leadership for the engineers building alongside them. In addition you will:
Build Core AI Components
- Own end-to-end delivery of core building blocks e.g., the representation-retrieval critical path (embeddings, similarity search, semantics) that other domain teams call into.
- Take architectural direction from the Principal/Lead Engineer and turn it into a working, production-ready component - not just a prototype.
Technical Leadership Without Full Architectural Ownership
- Provide day-to-day technical leadership for AI/ML Engineer and Geo AI Engineer team members working on related components.
- Make implementation-level technical calls independently; escalate genuine architectural questions to the Principal Engineer rather than deciding them ad hoc.
Bridging Architecture and Execution
- Translate the Principal enginner architectural decisions into concrete technical specs the rest of the team can build against.
- Flag early when a building block being built wont actually generalize across domain teams, before it ships.
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You are a fast learner, with an eye for detail, strong problem-solving and debugging skills, and a passion for applying AI to complex engineering problems. In addition you have the following qualifications:
- Bachelor s, Master s degree or PHD in Computer Science, AI/ML, Mathematics, or a related quantitative field.
- 7+ years of experience, including demonstrated technical leadership. Ph.D. holders may have 6+ years experience.
- Proven track record of leading the design and delivery of production ML systems end to end, and setting technical direction that other engineers build on.
- Deep expertise in representation learning and embeddings, vector similarity search, and retrieval-augmented approaches able to architect the foundation-model core, not just contribute to it.
- Strong command of ML fundamentals, including regression, classification, forecasting, and model interpretability.
- Hands-on experience with deep learning architectures such as CNN, LSTM, GRU, GANs, BERT, Diffusion Models, and Transformers.
- Substantial experience with LLMs (e.g., GPT-3/4, Claude, Mistral) and architecting agent-based solutions using frameworks like LangGraph, CrewAI, or AutoGen.
- Multimodal / vision-language model experience jointly encoding imagery with text or structured data at an architectural level.
- Proficiency in Python; familiarity with other programming languages like C++ or Java is a plus.
- Fluency with ML frameworks such as PyTorch, TensorFlow, scikit-learn, and experience working with large datasets and distributed systems.
- A track record of making independent architectural decisions, defending them with evidence, and holding a high measurement bar for whether systems actually work.
- Demonstrated ability to mentor senior engineers and lead cross-functional, agile teams.
What we offer
HERE offers an opportunity to work in a cutting-edge technology environment with challenging problems to solve! You can make a direct impact on delivery of company s strategic goals and the freedom to decide how to perform your work. We will support you in delivering your day-to-day tasks and achieving your personal goals and developing your skills. Personal development is highly encouraged at HERE. You can take different courses and training at our online Learning Campus and join cross-functional team projects within our Talent Platform.
HERE Technologies is a location data and technology platform company. We empower our customers to achieve better outcomes - from helping a city manage its infrastructure or a business optimize its assets to guiding drivers to their destination safely.
At HERE we take it upon ourselves to be the change we wish to see. We create solutions that fuel innovation, provide opportunity and foster inclusion to improve people s lives. If you are inspired by an open world and driven to create positive change, join us. Learn more about us on our YouTube Channel.
In this role you will be part of AI infrastructure and analytics vertical, which builds and supporst AI/ML infrastructure and workflows that can be used across teams, with solutions designed to scale.
Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.
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Section · 02
Skills
AgileAI infrastructureclaudeBERTCrewaiDistributed Systemsml engineermathematicsCritical Pathclassificationai engineerEmbeddingsAnalyticslstmMistraldebuggingJavaArchitectureDeep LearningArtificial IntelligenceMachine LearningForecasting
Section · Company
About HERE Technologies
HERE Technologies
IT Services & Consulting
4.2k+
employees
1985
41 years old
Eindhoven, North Brabant
Netherlands
About
We deliver the world’s best-unified map to our customers.
Industries
IT Services & ConsultingHardware & NetworkingSoftware Product
Employee ratings
1,600 reviews
3.8/ 5
Culture
4.1
Career growth
2.7
Work-life
4.2
Employees rate it well for
Work Culture318Work Life Balance274Salary273Career Growth232Work Environment184
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