Lead ML & AI Engineer

Posted 21 Days Ago
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Mumbai, Maharashtra, IND
Hybrid
Expert/Leader
Artificial Intelligence • Automotive • Computer Vision • Information Technology • Internet of Things • Logistics • Software
We make a unified map designed for every moving vehicle
The Role
Lead the architecture, development, deployment, and monitoring of production-grade machine learning systems for high-definition, ADAS, ISA, and IVI maps. Lead work across computer vision, NLP, deep learning, Generative AI, Agentic AI, MLOps, data ingestion, model training, inference, and scalable cloud or in-vehicle deployment. Provide technical leadership, conduct architecture and code reviews, integrate ML outputs with mapping workflows, and translate business requirements into reliable ML system designs.
Summary Generated by Built In
What's the role?

As a Lead AI/ML Engineer, you will lead the design and development of production-grade AI/ML models, intelligent agents, pipelines, and services that power NDS HD Live Maps, ADAS and IVI maps, including automated data ingestion and validation. Your responsibilities span the entire AI/ML engineering lifecycle. Furthermore you will:

• Provide technical leadership in designing, developing, and deploying AI/ML solutions used to create, validate, and improve high-definition, ISA and ADAS maps.• Own and drive end-to-end AI/ML system architecture, including data preprocessing, model deployment, inference pipelines, agent orchestration, agent deployment, monitoring, and scaling.• Lead innovation and develop solutions based on machine learning, deep learning, NLP, Generative AI, and Agentic AI.• Design and build intelligent agent-based systems that combine LLMs, deterministic tools, retrieval, reasoning, and workflow orchestration.• Build AI/ML systems that are scalable, reliable, reproducible, explainable, and optimized for production environments (on-cloud or in-vehicle).• Implement MLOps practices including CI/CD for ML, model and prompt/version management, experimentation, monitoring, evaluation, and drift detection.• Own one or more AI/ML or data components within the broader mapping, validation, and map delivery ecosystem.• Collaborate with platform, backend, and data engineering teams to integrate AI/ML outputs into map compilation, validation, and delivery workflows.• Work on feature requirements, model/agent behavior, accuracy expectations, evaluation strategies, and performance characteristics.• Conduct code reviews, architecture reviews, and share best practices in AI/ML and software engineering.• Champion efficient, reusable, high-quality code and drive continuous improvement in AI/ML development and engineering processes.

Who are you?

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 or Master’s degree in Computer Science, AI/ML, Mathematics, or a related quantitative field.• Seven to ten years of overall industry experience, including 3+ years in machine learning engineering, applied ML, AI engineering, data engineering, or backend systems with AI-ML components.• Proven experience building and deploying end-to-end AI/ML systems in production.• Strong understanding of ML algorithms, deep learning, data structures, algorithms, and software engineering principles.• Hands-on experience building systems using Generative AI, LLMs, and Agentic AI.• Strong development experience with RAG, Vector Databases, LangGraph, LangChain, CrewAI, or similar AI orchestration frameworks.• Experience with SQL/NoSQL databases and data processing pipelines.• AWS (S3, EMR, Lambda, SageMaker or similar ML platforms) is a plus.• Docker/Kubernetes, CI/CD, Jenkins, and modern software engineering practices.• Understanding of MLOps, LLMOps, AI evaluation, observability, and responsible AI practices.• Able to translate business requirements into scalable AI/ML system architectures and production-ready solutions.


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 is an equal opportunity employer. We evaluate qualified applicants without regard to race, color, age, gender identity, sexual orientation, marital status, parental status, religion, sex, national origin, disability, veteran status, and other legally protected characteristics.

Who are we?

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 join our fast growing NDS (Navigation Data Standard) team. As a member the NDS team, you will have the opportunity to dive deep into how we capture the real world, how this is reflected in our reality index, and work with the team on how this data goes straight into cars with our NDS deliveries. We work with Agile practices and co-operate with numerous different teams inside and outside of the company. Our team delivers digital maps in NDS formats to multiple automotive customers where the data is going straight into cars to power IVI, ADAS and autonomous driving uses cases.

Skills Required

  • Bachelor's or Master's degree in Computer Science, AI/ML, Mathematics, or a related quantitative field
  • Eight to twelve years of overall industry experience
  • At least three years of experience in machine learning engineering, applied machine learning, data engineering, or backend systems with ML components
  • Strong development experience using RAG, vector databases, LangGraph, LangChain, and CrewAI
  • Experience building end-to-end machine learning systems
  • Strong understanding of machine learning algorithms, deep learning, data structures, algorithms, and software engineering principles
  • Experience with SQL and NoSQL databases
  • Experience building systems using Generative AI and Agentic AI
  • AWS experience, including S3, EMR, Lambda, SageMaker, or similar machine learning platforms
  • Experience with Docker, Kubernetes, CI/CD, and Jenkins
  • Understanding of MLOps tooling and practices
  • Ability to translate business requirements into scalable machine learning system designs

What the Team is Saying

Vrushali

HERE Technologies Compensation & Benefits Highlights

  • Healthcare Strength — Health coverage is described as solid, with employer-verified medical, dental, vision, and mental-health/EAP resources. Public benefits materials consistently reference robust core coverage.
  • Leave & Time Off Breadth — Vacation/PTO is employer-verified, and programs like sabbatical and volunteer time off are highlighted in company-facing summaries. These options indicate a broad time-off offering.
  • Flexible Benefits — Work-from-home and hybrid arrangements are employer-verified, with many U.S. teams operating on a hybrid schedule. Flexibility features prominently in the total-rewards framing.

HERE Technologies Insights

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The Company
HQ: Amsterdam
6,000 Employees
Year Founded: 1985

What We Do

HERE Technologies is a location data and technology company that created the first digital map over 35 years ago. Today we are the world's leading location platform company with a global footprint across 52 countries. Although our strongest presence is in the automotive industry, we also work with leading companies across a wide range of industries, including transport and logistics, mobility, manufacturing and retail and the public sector.

Why Work With Us

At HERE, we're always excited about discovering people who share our passion for building innovative solutions that make the world easier to navigate. We believe our success is powered by our team's diversity, creativity and collaboration and we're always looking for opportunities to grow it further.

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HERE Technologies Offices

Hybrid Workspace

Employees engage in a combination of remote and on-site work.

Typical time on-site: 2 days a week
HQAmsterdam, NL
JP
Bangkok, TH
Bengaluru, IN
Berlin, DE
Burlington, MA
Chicago, IL
Eindhoven, NL
El Desagüe, MX
Frankfurt am Main, DE
Gurugram, IN
Hanyang, KR
Kraków, PL
London, GB
Melbourne, Victoria
Mumbai, IN
Navi Mumbai, IN
Paris, FR
São Paulo, BR
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