Job Title: Lead – Data Lake & Analytics (AI/ML)
Job Category: Data Engineering & AI/ML / Digital Transformation
Location: Bangalore, Karnataka, India
Experience Required: 7+ Years
Job Type: Full-Time
Company Overview
Syngene International Ltd. is a global, innovation-driven contract research, development, and manufacturing organization (CRDMO) offering integrated scientific services from early discovery to commercial supply. Syngene partners with leading pharmaceutical, biotechnology, and life sciences companies worldwide to accelerate R&D, optimize manufacturing, and deliver actionable insights using data and AI/ML.
Role Overview
The Lead – Data Lake & Analytics (AI/ML) will define the strategy, architecture, and execution of Syngene’s enterprise data platform on Microsoft Azure and AWS. This role encompasses end-to-end data engineering, analytics, AI/ML, and governance to enable data-driven decision-making across R&D, manufacturing, quality, finance, and commercial functions.
Key Responsibilities
Strategy & Architecture: Develop multi-year data & AI strategy and target architecture, covering data ingestion, storage, governance, analytics, MLOps, and consumption.
Data Engineering & Platform Build: Design and implement a scalable, secure data lake; manage streaming and batch ingestion from lab systems, MES/SCADA, ERP, CRM, finance, and scientific instruments.
Data Governance & Compliance: Implement robust data governance frameworks; ensure compliance with GxP, 21 CFR Part 11, HIPAA, GDPR/DPDPB, and Responsible AI practices.
AI/ML & Advanced Analytics: Build ML Ops infrastructure and deliver high-impact use cases across scientific workflows, manufacturing, quality, and corporate analytics.
Stakeholder Management & Delivery: Embed a Data Product mindset; manage vendor relationships and drive agile delivery practices.
Team Leadership: Lead and mentor a multi-disciplinary team comprising Data Architects, Engineers, Scientists, and Governance Analysts.
Qualifications
Education: Bachelor’s/Master’s in Computer Science, Information Systems, Data Science, Engineering, or related field; PhD or MBA is a plus.
Experience: Minimum 7+ years leading Azure/AWS data lake and analytics initiatives in regulated environments, with proven expertise in building enterprise AI/ML platforms.
Technical Skills
Azure/AWS Data Stack: ADLS Gen2, Databricks, Synapse/Fabric, ADF, Azure/AWS ML, Power BI, Purview.
Data Engineering: Spark, Delta Lake, Python/Scala, SQL.
ML/AI: Feature stores, MLflow, AutoML, MLOps operationalization.
Governance & Security: RBAC/ABAC, encryption, regulatory compliance frameworks (GxP, HIPAA, GDPR).
Soft Skills
Executive-level communication, stakeholder influence, product thinking, and program management.
Ability to translate business and scientific needs into data and AI solutions.
Strategic thinking with strong analytical and problem-solving capabilities.
Success Metrics (KPIs & OKRs)
Deliver ≥5 production AI/ML use cases with measurable business value; reduce manual reporting effort by ≥40%.
Maintain critical dataset quality score ≥98%, MTTR <2 hours, and full data lineage for gold datasets.
Achieve adoption: ≥1,000 monthly active users; NPS ≥+40 for data products.
Maintain pipeline failure rate <1% and reduce cost-per-insight by ≥20%.
Ensure zero high/critical audit findings with full compliance to GxP and 21 CFR Part 11.
Core Values Alignment
All employees are expected to demonstrate Syngene’s core values: Excellence, Integrity, and Professionalism.
Location & Reporting
Location: Bangalore, Karnataka, India
Reporting to: Head of Digital
This role is ideal for a seasoned data leader looking to architect and scale enterprise data platforms with AI/ML capabilities, enabling transformative insights across global R&D, manufacturing, and corporate operations.
Uttar Pradesh :
Agra | Gajraula | Gautam buddha Nagar | Ghaziabad | Gorakhpur | Greater Noida | Jhansi | kanpur | Lucknow | Mathura | Noida | Park City | Prayagraj | Satyamev | Varanasi |Gujarat :
Ahmedabad | Ankleshwar | Baroda | Bharuch | Gandhinagar | Gujarat | Halol | Jhagadia | Mehsana | surat | Tarasadi | Vadodara | Vapi |Maharashtra :
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amritsar | Bathinda | Bela | Chandigarh | ludhiana | Moga | Mohali | Patiala | Phagwara | Rajpura |Andra Pradesh :
Anakapali | Anantapur | Bhimavaram | Chittoor | Guntur | Gurgaon | Kakinada | Mangalagiri | Nellore | Pydibimavaram | Tirupathi | Vijayawada | Visakhapatnam |Tamil Nadu :
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Baddi | Solan |Rajasthan :
Banasthali | Bhiwadi | Jaipur | Pilani | Udaipur |Karnataka :
Bangalore | Belgaum | Bengaluru | B.G Nagara | Bommasandra | Colorado | Czech Republic | Karnataka | Mangaluru | Mysore | Udupi |Madhya Pradesh :
Bhopal | Dewas | Gwalior | Indore | Khandwa | Khargone | Pithampur | Ujjain |Odisha :
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Dehradun | Halifax | Nainital | Rishikesh | Roorkee |Delhi :
Delhi | India | New Delhi | PAN-India |Assam :
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Digha | Kolkata | Mukundapur |Goa :
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Kannur | Kochi | Malappuram | Thiruvananthapuram | Trivandrum |Pondicherry (Puducherry) :
Pondicherry (Puducherry) |Jharkhand :
Ranchi |Sikkim :
Rangpo |India :
Siliguri |Illinois :
Abbott Park | Bloomingdale | Champaign | Chicago | Deerfield | Glenview | Lake Forest | Lombard | Naperville | Norridge | Park RIdge | Round Lake |Maryland :
Aberdeen | Baltimore | Bel Air | Cheverly | Columbia | Elkridge | Gaithersburg | Largo | Linthicum | Rockville | Towson | Upper Marlboro | White Plains |Texas :
Abilene | Arlington | Austin | Boerne | Brenham | Bulverde | Carrollton | Cedar Hill | Corpus Christi | Corsicana | Dallas | Denton | El Paso | Fort Worth | Garland | Houston | Lakeway | Longview | Mcallen | North Richland Hills | Plano | Richardson | San Antonio | Seguin | Tyler | Waco |California :
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Albuquerque | Farmington | Santa Fe | Tucumcari |Pennsylvania :
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Anchorage | Barrow | Bethel | Juneau | Sitka | Wrangell |Massachusetts :
Andover | Billerica | Boston | Cambridge | Devens | Lexington | Massachusetts | Medford and Somerville | Rockland |Wisconsin :
Appleton | Kenosha | Pleasant Prairie | Portage | Waukesha |United states :
Arizona | Buffalo Grove | Clayton | Downers Grove | fairmont | Georgia | Keene | Michigan | Mt. Pleasant | New Jersy | OH | Piedmont | Salisbury | United States | Whitesboro | Winston-Salem |Georgia :
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Bangor | Brewer |New Jersey :
Basking Ridge | Bloomfield | Branchburg Township | Bridgewater | Brunswick | Burlington | Charlotte | Clark | Cranbury | Dunellen | East Brunswick | Edison | Fairfield | Far Hills | Flemington | Hackensack | Hopewell | Indianapolis | Jersey City | Linden | Livingston | Lyndhurst | Mahwah | Monmouth Junction | Montville | Mount Arlington | Newark | New Brunswick | Nutley | Paramus | Parsippany | Passaic | Paterson | Peapack-Gladstone | Pine Brook | Piscataway Township | Plainsboro | Princeton Junction | Rahway | Raritan | Somerset | Somerville | South Plainfield | Sparta | Summit | Titusville | Trenton | Warren Grove | Westfield | West Orange | Wharton | Whippany |Ohio :
Batavia | Blue Ash | Cincinnati | Cleveland | Columbus, | Dayton | Erie | Evendale | Franklin | Hamilton | Huber Heights | Kings Mills | Macedonia | Mason | Milford | Montgomery | Norwood | Oregoina | oxford | Waynesville |LA :
Baton Rouge | Monroe | New Orleans |Washington :
Bellevue | Bothell | Friday Harbor | Goldendale | Mount Vernon | Pullman | Seattle | Sherwood | Tacoma | Vancouver |Oregon :
Bend | Coquille | Corvallis | Eugene | Florence | Grants Pass | John Day | Lake Oswego | Lakeview | Portland | Reedsport | Roseburg | Salem | Springfield | Woodburn |Wyoming :
Big Piney | Cokeville |Alabama :
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Boca Raton | Brooksville | Clearwater | Cooper City | Coral Gables | Coral Springs | Daytona Beach | Florida | Gainesville | Hollywood | Jacksonville | Maitland | Marsa | Miami | Naples | North Miami Beach | Orlando | Pembroke Pines | Plantation | Port St. Lucie | Rueil-Malmaison | Saint Petersburg | Sarasota | Stuart | Tallahassee | Tampa | West Palm Beach | Winter Haven |Idaho :
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Chandler | Kingman | Lake Havasu City | Mesa | Peridot | Phoenix | Surprise | Tempe | Tucson | Yuma |South Carolina :
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Duluth | Eden Prairie | Fridley | Hibbing | Maple Grove | Minneapolis and St. Paul, Minnesota. | Minnetonka | St.Paul |Kentucky :
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Frank Scottile Blvd |Missouri :
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Bavaria |Bavaria :
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Biberach an der Riß | Freiburg | Grenzach | Heidelberg | Karlsruhe | Konstanz | Stuttgart | Tubingen | Ulm |Hesse :
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Hamburg |Rhineland Palatinate :
Ingelheim am Rhein | Mainz |Schleswig Holstein :
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Budapest |BULGARIA :
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Copenhagen | Denmark |Europe :
Europe | France | Latvia | Lendava | Leuven | Poland | Slovenia | Spain |Finland :
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Cork | Dublin | Limerick | Waterford |Ulster :
Donegal |Meath :
Dunboyne |Dún Laoghaire :
Dún Laoghaire |Galway :
Galway |County Dublin :
Swords |Republic of China :
Beijing |China :
China | Quarry Bay |Liaoning :
Dalian |Zhejiang :
Hangzhou |Tokiyo :
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Wuhan |Capital of Netherland :
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Netherlands |Remote Australia :
Arkansas | Remote Australia |New South Wales :
Ballina | Sydney |Republic of Western Australia :
Nedlands |Queensland :
Queensland |Melbourne :
South Yarra |United Kingdom :
England | Harlow | Leeds | London | Maidenhead | Salt Lake City | Stevenage | Stirling | United Kingdom |North Yorkshire :
Harrogate |South Yorkshire :
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Witney |Ontario :
Australia | Renfrew | Richmond Hill | Mississauga | Uxbridge | North York |Canada :
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Zaventem |South America :
Argentina | Peru |Brazil :
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Greece |North Island :
Auckland |New Zealand :
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Manila |Croatia :
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Zagreb |Estonia :
Tartu | Estonia |Harju County (Maakond) :
Tallinn |Hà Nội :
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Ho Chi Minh City |Italy :
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Japan | Saitama |Tokyo :
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Oulu |Southwest Finland (Varsinais-Suomi) :
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Almaty |Republic of Thailand :
Bangkok |Israel :
Kfar Saba | Be'Er Sheva | Yavne | Netanya | Tel Aviv |Remote :
Castlebar | Thailand | Slovakia | Remote, USA | Green Way | Bishop | Lousiana | Lenexa | Minnesota | Medan | Ireland | Blue Bell | Remote - Africa | Remote - Middle East | Remote - South America (Latin Americal) | Bountiful | Belgium | Faridabad | Victoria | French | Remote | Tulsa | Melbourne | Hungary | Remote - Europe | Riga | Leinster | Texas | Hammond | Regulatory Labeling Manager (NA and LATAM Only) | Xzagreb | McFarland | Manipal | Nairobi | Switzerland | Springville | Zaragoza |Republic of Colombia :
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Kuala Lumpur |Kyiv Oblast :
Kyiv |Lima Region :
Lima |France :
Paris | Lyon |South Africa :
Midrand | South Africa |Nišava District :
Niš |Bohemia :
Prague |Chile :
Santiago |Bosnia and Herzegovina :
Sarajevo |Singapore :
Singapore |Sofia City :
Sofia |Sweden :
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