Talent.com
Senior Director — AI / ML & GenAI

Senior Director — AI / ML & GenAI

MobileumKarnataka, India
4 days ago
Job description

About Us :

Mobileum is a leading provider of Telecom analytics solutions for roaming, core network, security, risk management, domestic and international connectivity testing, and customer intelligence. More than 1,000 customers rely on its Active Intelligence platform, which provides advanced analytics solutions, allowing customers to connect deep network and operational intelligence with real-time actions that increase revenue, improve customer experience, and reduce costs. Know our story :

Headquartered in Silicon Valley, Mobileum has global offices in Australia, Dubai, Germany, Greece, India, Portugal, Singapore and UK with global HC of over 1800+.

Join Mobileum Team

At Mobileum we recognize that our team is the main reason for our success. What does work with us mean? Opportunities!

Role : Senior Director — AI / ML & GenAI

About the Job :

We are building a high‑impact engineering team to deliver AI / ML and Generative AI capabilities for telecom‑grade platforms (roaming, security, analytics, customer experience). The Sr. Director will lead engineering strategy, architecture, and delivery for GenAI services and platform components. This role blends hands‑on technical depth with strategic leadership across model training, serving, evaluation, infrastructure, and security—customized for the demands of telecom data and performance.

Roles & Responsibility : -

Engineering Strategy & Technical Vision

  • Roadmap : Define the engineering roadmap for GenAI platform capabilities—training pipelines, inference layers, and domain‑specific services.
  • Goals : Establish clear non‑functional goals (e.g., SLOs, quality metrics, performance KPIs) and drive alignment across engineering and product.

GenAI Model Lifecycle Management

  • LLM Workflows : Oversee pretraining, fine‑tuning (SFT), LoRA / PEFT adaptation, and deployment of domain‑specific LLMs.
  • Guardrails : Build safety filters, hallucination checks, and prompt validation to ensure GenAI output quality and reliability.
  • AI Infrastructure & MLOps

  • Pipelines : Lead model CI / CD, reproducible pipelines, deployment frameworks, and GPU capacity planning.
  • Reliability : Partner with SREs to establish observability standards and incident‑handling protocols for AI / LLM systems.
  • Platform & Data Architecture

  • Services : Architect scalable services supporting vector search, retrieval‑augmented generation (RAG), embedding storage, and model evaluation.
  • Telco Data : Lead ingestion and integration strategies for telecom‑centric data (CDRs, logs, network KPIs).
  • Release Management & Quality Assurance

  • Validation : Own model validation strategy—unit / perf tests, dataset quality checks, drift detection, and safety evaluations.
  • QE Partnership : Collaborate with QE for automation and pre‑release validations.
  • Privacy, Compliance & Responsible AI

  • Controls : Enforce data minimization, encryption, access controls, and alignment with GDPR / DPDP via engineering practices.
  • Responsible AI : Guide auditability and transparency in the platform architecture.
  • Team Building & Technical Leadership

  • Hiring : Recruit and develop AI / ML engineers, MLOps specialists, and platform architects.
  • Culture : Foster performance engineering, clean architecture, and collaboration.
  • Cross‑functional Execution

  • Partnerships : Interface with Product, Security, Platform, and QE teams to ensure scalable, reliable GenAI delivery.
  • Ownership : Maintain architectural and code‑level ownership while influencing cross‑org execution.
  • Desired Profile : -

  • Telecom domain exposure (xDRs, OSS / BSS, network analytics, firewall / security).
  • Experience with streaming / OLAP systems (Kafka, ClickHouse) and vector DBs (pgvector, FAISS).
  • Strong grasp of model evaluation, prompt testing, and inference efficiency techniques.
  • Technical skills :

  • AI Systems Architecture : End‑to‑end design of scalable, performant GenAI systems.
  • Operational Readiness : SLO compliance, uptime, monitoring, and incident response.
  • Hands‑on Technical Leadership : Deep reviews, mentoring, and a high quality bar.
  • Execution Focus : Outcome ownership and iterative delivery of engineering plans.
  • Strategic Vision : Prioritize investments and platform evolution roadmap.
  • Tech Stack Overview

  • LLM / GenAI : PyTorch, HuggingFace, Transformers, LoRA / PEFT
  • Serving : vLLM, Triton, KServe, REST / gRPC
  • Data : Kafka, ClickHouse, pgvector, Spark / Flink
  • MLOps : MLflow, GitHub Actions, Argo, Helm
  • Infra & Security : Kubernetes, OpenShift, Prometheus, etc.
  • Work Experience :

    12+ years in software / AI engineering; 5+ years leading ML / GenAI engineering teams.

    Educational Qualification :

    Master’s / Ph.D. in CS / EE / Math (or related discipline) with strong grounding in ML, GenAI, and distributed systems.

    Location : Bangalore

    Create a job alert for this search

    Senior Director • Karnataka, India

    Related jobs
    • Promoted
    AI / ML Engineer

    AI / ML Engineer

    LAPP GroupKarnataka, India
    We are seeking a highly skilled and experienced AI / ML Engineer to join our team and lead the design, development, and deployment of cutting-edge machine learning and AI solutions.The ideal candidat...Show moreLast updated: 4 days ago
    • Promoted
    AI / ML Engineer

    AI / ML Engineer

    Hithonix Solutions Private LimitedKarnataka, India
    About Hithonix Solutions Pvt Ltd : .Hithonix Solutions Pvt Ltd is a forward-looking technology company committed to delivering innovative software solutions that drive business success for our client...Show moreLast updated: 4 days ago
    • Promoted
    Senior Research Manager - AI

    Senior Research Manager - AI

    IDC Asia / PacificKarnataka, India
    IDC is the premier global provider of market intelligence, research, advisory services, and events for the information technology, telecommunications, and consumer technology markets.IDC is seeking...Show moreLast updated: 2 days ago
    • Promoted
    AI / ML Engineer

    AI / ML Engineer

    AS Technology CorporationKarnataka, India
    We are seeking an experienced AI / ML Architect to lead the design and implementation of intelligent solutions for client use cases. The role involves building PoCs and scalable platforms leveraging C...Show moreLast updated: 4 days ago
    • Promoted
    Gen AI Architect / Lead

    Gen AI Architect / Lead

    Sonata SoftwareKarnataka, India
    We’re Hiring : GenAI Lead | Microsoft Azure.AI, cloud-native development, and Azure ecosystem mastery.Hiring #GenAI #Azure #AIJobs #CloudComputing #TechLeadership #MicrosoftAzure #AIInnovation.Show moreLast updated: 4 days ago
    • Promoted
    AI Governance- Lead (ISO 42001) || Experience range : 8-12 years

    AI Governance- Lead (ISO 42001) || Experience range : 8-12 years

    FICOKarnataka, India
    We are looking for an AI Governance Manager to help implement and scale FICO’s Responsible AI program.Reporting to the Director of AI Governance, this role will focus on operationalizing governance...Show moreLast updated: 4 days ago
    • Promoted
    Senior AI Engineer [T500-19905]

    Senior AI Engineer [T500-19905]

    Best Buy IndiaKarnataka, India
    Operationalize and maintain large-scale AI solutions, with AI Engineering and AIOps excellence, partnering closely with AI Scientists. Implement the best AIOps / MLOps techniques to activate AI soluti...Show moreLast updated: 4 days ago
    • Promoted
    Sr AI / ML Engineer(GenAI Focus)

    Sr AI / ML Engineer(GenAI Focus)

    Newpage SolutionsKarnataka, India
    Location : Work From Office(Hybrid) | Type : Fulltime.Newpage Solutions is a global digital health innovation company helping people live longer, healthier lives. We partner with life sciences organiz...Show moreLast updated: 1 day ago
    • Promoted
    AI ML Engineer

    AI ML Engineer

    CirrusLabsKarnataka, India
    Mandatory skills : Python, Gen AI, traditional ML, core Data scientist, ML Ops, Agentic AI.We are seeking an experienced AI Architect to join our dynamic team. This role combines deep technical exper...Show moreLast updated: 3 days ago
    • Promoted
    Artificial Intelligence Engineer

    Artificial Intelligence Engineer

    ImpetusKarnataka, India
    Looking for versatile AI / ML Developer to design, develop, and deploy machine learning models that fuel our AI initiatives. The ML developer will collaborate with data scientists, software engineers,...Show moreLast updated: 4 days ago
    • Promoted
    Director of AI & Computer Vision

    Director of AI & Computer Vision

    GalaxEyeKarnataka, India
    GalaxEye is seeking an exceptional Director of AI & Computer Vision to spearhead our artificial intelligence and computer vision initiatives. This leadership role will drive the development of cutti...Show moreLast updated: 4 days ago
    • Promoted
    Senior AI Engineer [T500-20936]

    Senior AI Engineer [T500-20936]

    Delta Air LinesKarnataka, India
    Delta Air Lines (NYSE : DAL) is the U.Powered by our employees around the world, Delta has for a decade led the airline industry in operational excellence while maintaining our reputation for award-...Show moreLast updated: 4 days ago
    • Promoted
    SDE 2 AI / ML Engineer (Bangalore Only - atleast 4 years experience)

    SDE 2 AI / ML Engineer (Bangalore Only - atleast 4 years experience)

    JobTwineKarnataka, India
    Reach out to : careers@jobtwine.Location : Bengaluru or NCR but fully remote for a few months.Meet JayT : Your 24 / 7 AI Hiring Agent that powers Human Decisions for fastest and best hiring outcomes.It...Show moreLast updated: 4 days ago
    • Promoted
    Director of AI / ML Research & Development

    Director of AI / ML Research & Development

    SatSureKarnataka, India
    We are looking for a Director of AI / ML R&D for our Earth Observation Data Team, you will spearhead the development and implementation of cutting-edge AI and machine learning initiatives.You will le...Show moreLast updated: 4 days ago
    • Promoted
    AI / ML / GenAI Architect

    AI / ML / GenAI Architect

    ACL DigitalKarnataka, India
    Minimum of 3 successful end-to-end project implementations of AI / ML / GenAI solutions in production environments, demonstrating strong business impact and scalability. Deep expertise in Generative AI ...Show moreLast updated: 4 days ago
    • Promoted
    AI / ML Engineer (Gen AI)

    AI / ML Engineer (Gen AI)

    ApexonKarnataka, India
    Experience : 5+ years of experience in AI / ML.Work Location : Bangalore, Pune, Mumbai, Hyderabad, Chennai, Coimbatore, Ahmedabad. Interview Mode : 1st round Virtual | 2nd round F2F at Bangalore or Pu...Show moreLast updated: 4 days ago
    • Promoted
    Senior / Lead AI Engineer

    Senior / Lead AI Engineer

    Tiger AnalyticsKarnataka, India
    Location : Chennai, Bangalore, Hyderabad.Tiger Analytics is a global leader in AI and analytics, helping Fortune 1000 companies solve their toughest challenges. We offer full-stack AI and analytics s...Show moreLast updated: 4 days ago
    • Promoted
    Artificial Intelligence Engineer

    Artificial Intelligence Engineer

    Publicis ProductionKarnataka, India
    We are looking for a motivated AI / ML Engineer to join our AI team.This is an exciting opportunity to work on projects at the cutting edge of generative AI—including large language models (LLMs), im...Show moreLast updated: 3 days ago